diff --git "a/s3dis/semseg-spunet-base/train.log" "b/s3dis/semseg-spunet-base/train.log" new file mode 100644--- /dev/null +++ "b/s3dis/semseg-spunet-base/train.log" @@ -0,0 +1,13959 @@ +[2025-03-20 08:50:35,679 INFO train.py line 128 4037470] => Loading config ... +[2025-03-20 08:50:35,680 INFO train.py line 130 4037470] Save path: exp/s3dis/semseg-spunet-base-bs24-lr3e-3 +[2025-03-20 08:50:36,366 INFO train.py line 131 4037470] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 20190477 +save_path = 'exp/s3dis/semseg-spunet-base-bs24-lr3e-3' +num_worker = 48 +batch_size = 24 +batch_size_val = None +batch_size_test = None +epoch = 3000 +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='DefaultSegmentor', + backbone=dict( + type='SpUNet-v1m1', + in_channels=6, + num_classes=13, + channels=(32, 64, 128, 256, 256, 128, 96, 96), + layers=(2, 3, 4, 6, 2, 2, 2, 2)), + criteria=[ + dict(type='CrossEntropyLoss', loss_weight=1.0, ignore_index=-1), + dict( + type='LovaszLoss', + mode='multiclass', + loss_weight=1.0, + ignore_index=-1) + ]) +optimizer = dict(type='AdamW', lr=0.003, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.003, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'S3DISDataset' +data_root = 'data/s3dis' +data = dict( + num_classes=13, + ignore_index=-1, + names=[ + 'ceiling', 'floor', 'wall', 'beam', 'column', 'window', 'door', + 'table', 'chair', 'sofa', 'bookcase', 'board', 'clutter' + ], + train=dict( + type='S3DISDataset', + split=('Area_1', 'Area_2', 'Area_3', 'Area_4', 'Area_6'), + data_root='data/s3dis', + 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='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=204800, mode='random'), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False, + loop=30), + val=dict( + type='S3DISDataset', + split='Area_5', + data_root='data/s3dis', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='Copy', + keys_dict=dict(coord='origin_coord', + segment='origin_segment')), + 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', 'origin_coord', 'segment', + 'origin_segment'), + offset_keys_dict=dict( + offset='coord', origin_offset='origin_coord'), + feat_keys=('color', 'normal')) + ], + test_mode=False), + test=dict( + type='S3DISDataset', + split='Area_5', + data_root='data/s3dis', + 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', + keys=('coord', 'color', 'normal'), + return_grid_coord=True), + 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': 'RandomScale', + 'scale': [0.9, 0.9] + }], [{ + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], [{ + 'type': 'RandomScale', + 'scale': [1, 1] + }], [{ + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], [{ + 'type': 'RandomScale', + 'scale': [1.1, 1.1] + }], + [{ + 'type': 'RandomScale', + 'scale': [0.9, 0.9] + }, { + 'type': 'RandomFlip', + 'p': 1 + }], + [{ + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }, { + 'type': 'RandomFlip', + 'p': 1 + }], + [{ + 'type': 'RandomScale', + 'scale': [1, 1] + }, { + 'type': 'RandomFlip', + 'p': 1 + }], + [{ + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }, { + 'type': 'RandomFlip', + 'p': 1 + }], + [{ + 'type': 'RandomScale', + 'scale': [1.1, 1.1] + }, { + 'type': 'RandomFlip', + 'p': 1 + }]]))) +num_worker_per_gpu = 24 +batch_size_per_gpu = 12 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-03-20 08:50:36,366 INFO train.py line 132 4037470] => Building model ... +[2025-03-20 08:50:37,319 INFO train.py line 232 4037470] Num params: 39157165 +[2025-03-20 08:50:37,390 INFO train.py line 134 4037470] => Building writer ... +[2025-03-20 08:50:37,391 INFO train.py line 242 4037470] Tensorboard writer logging dir: exp/s3dis/semseg-spunet-base-bs24-lr3e-3 +[2025-03-20 08:50:37,391 INFO train.py line 136 4037470] => Building train dataset & dataloader ... +[2025-03-20 08:50:37,392 INFO defaults.py line 68 4037470] Totally 204 x 30 samples in ('Area_1', 'Area_2', 'Area_3', 'Area_4', 'Area_6') set. +[2025-03-20 08:50:37,393 INFO train.py line 138 4037470] => Building val dataset & dataloader ... +[2025-03-20 08:50:37,393 INFO defaults.py line 68 4037470] Totally 68 x 1 samples in Area_5 set. +[2025-03-20 08:50:37,393 INFO train.py line 140 4037470] => Building optimize, scheduler, scaler(amp) ... +[2025-03-20 08:50:37,395 INFO train.py line 144 4037470] => Building hooks ... +[2025-03-20 08:50:37,395 INFO misc.py line 214 4037470] => Loading checkpoint & weight ... +[2025-03-20 08:50:37,395 INFO misc.py line 216 4037470] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-03-20 08:50:38,080 INFO misc.py line 221 4037470] Loading layer weights with keyword: , replace keyword with: +[2025-03-20 08:50:38,090 INFO misc.py line 238 4037470] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-03-20 08:50:38,103 INFO train.py line 151 4037470] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-03-20 08:52:56,573 INFO hook.py line 566 4037470] Train: [1/100][50/255] Data 0.003 (0.036) Batch 0.711 (0.762) Remain 05:23:10 loss: 3.1961 Lr: 3.10248e-04 +[2025-03-20 08:53:31,606 INFO hook.py line 566 4037470] Train: [1/100][100/255] Data 0.004 (0.019) Batch 0.729 (0.730) Remain 05:09:10 loss: 2.5749 Lr: 3.40838e-04 +[2025-03-20 08:54:06,979 INFO hook.py line 566 4037470] Train: [1/100][150/255] Data 0.002 (0.013) Batch 0.693 (0.723) Remain 05:05:16 loss: 1.8871 Lr: 3.91304e-04 +[2025-03-20 08:54:42,448 INFO hook.py line 566 4037470] Train: [1/100][200/255] Data 0.003 (0.010) Batch 0.733 (0.719) Remain 05:03:15 loss: 1.5577 Lr: 4.60881e-04 +[2025-03-20 08:55:16,952 INFO hook.py line 566 4037470] Train: [1/100][250/255] Data 0.002 (0.009) Batch 0.678 (0.713) Remain 05:00:11 loss: 1.3273 Lr: 5.48511e-04 +[2025-03-20 08:55:20,510 INFO misc.py line 135 4037470] Train result: loss: 2.2870 +[2025-03-20 08:55:20,921 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 08:55:49,160 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 1.0946 +[2025-03-20 08:55:49,836 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.8810 +[2025-03-20 08:55:51,779 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 1.1993 +[2025-03-20 08:55:52,565 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3785 +[2025-03-20 08:55:52,992 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.3396 +[2025-03-20 08:55:53,202 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 1.2509 +[2025-03-20 08:55:53,595 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 1.2003 +[2025-03-20 08:55:53,983 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.2804 +[2025-03-20 08:55:54,415 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 1.5004 +[2025-03-20 08:55:54,880 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.5011 +[2025-03-20 08:55:55,059 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 1.3071 +[2025-03-20 08:55:55,287 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 1.2899 +[2025-03-20 08:55:55,732 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 1.3469 +[2025-03-20 08:55:56,670 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 1.3170 +[2025-03-20 08:55:56,856 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3409 +[2025-03-20 08:55:57,160 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.6869 +[2025-03-20 08:55:57,612 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 1.3666 +[2025-03-20 08:55:58,137 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 1.3869 +[2025-03-20 08:55:58,348 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8441 +[2025-03-20 08:55:58,539 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 1.3910 +[2025-03-20 08:55:58,759 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 1.4626 +[2025-03-20 08:55:59,029 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.3082 +[2025-03-20 08:56:00,711 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.9259 +[2025-03-20 08:56:00,877 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 0.8069 +[2025-03-20 08:56:01,901 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4912 +[2025-03-20 08:56:02,115 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.6306 +[2025-03-20 08:56:02,701 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 1.6744 +[2025-03-20 08:56:02,879 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3399 +[2025-03-20 08:56:03,568 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4128 +[2025-03-20 08:56:05,097 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 1.4359 +[2025-03-20 08:56:09,681 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0513 +[2025-03-20 08:56:09,924 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3795 +[2025-03-20 08:56:13,444 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.8408 +[2025-03-20 08:56:13,842 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.5339 +[2025-03-20 08:56:14,899 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 08:56:14,899 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 08:56:14,899 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] ceiling : 0.9319 0.9575 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] floor : 0.9802 0.9927 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] wall : 0.7555 0.9648 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] column : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] window : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] door : 0.4462 0.6472 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] table : 0.0280 0.0288 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] chair : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] sofa : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] bookcase : 0.4842 0.8161 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] board : 0.0000 0.0000 +[2025-03-20 08:56:14,899 INFO hook.py line 689 4037470] clutter : 0.5711 0.7186 +[2025-03-20 08:56:14,899 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 08:56:14,899 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.3228/0.3943/0.8027. +[2025-03-20 08:56:14,900 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 08:56:14,910 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.3228 +[2025-03-20 08:56:14,910 INFO misc.py line 164 4037470] Currently Best mIoU: 0.3228 +[2025-03-20 08:56:14,911 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 08:57:05,587 INFO hook.py line 566 4037470] Train: [2/100][50/255] Data 0.002 (0.002) Batch 0.709 (0.872) Remain 06:06:00 loss: 0.9536 Lr: 6.64162e-04 +[2025-03-20 08:57:40,266 INFO hook.py line 566 4037470] Train: [2/100][100/255] Data 0.003 (0.002) Batch 0.718 (0.780) Remain 05:26:49 loss: 1.0263 Lr: 7.85073e-04 +[2025-03-20 08:58:15,538 INFO hook.py line 566 4037470] Train: [2/100][150/255] Data 0.002 (0.002) Batch 0.723 (0.755) Remain 05:15:35 loss: 0.6410 Lr: 9.19117e-04 +[2025-03-20 08:58:51,070 INFO hook.py line 566 4037470] Train: [2/100][200/255] Data 0.002 (0.002) Batch 0.766 (0.743) Remain 05:10:18 loss: 0.6594 Lr: 1.06426e-03 +[2025-03-20 08:59:26,024 INFO hook.py line 566 4037470] Train: [2/100][250/255] Data 0.002 (0.002) Batch 0.704 (0.734) Remain 05:05:56 loss: 0.5653 Lr: 1.21829e-03 +[2025-03-20 08:59:29,577 INFO misc.py line 135 4037470] Train result: loss: 0.8347 +[2025-03-20 08:59:29,615 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 08:59:56,935 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3375 +[2025-03-20 08:59:57,562 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.7338 +[2025-03-20 08:59:59,447 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6860 +[2025-03-20 09:00:00,184 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0087 +[2025-03-20 09:00:00,565 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1920 +[2025-03-20 09:00:00,772 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4388 +[2025-03-20 09:00:01,164 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3585 +[2025-03-20 09:00:01,551 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1666 +[2025-03-20 09:00:01,980 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4498 +[2025-03-20 09:00:02,442 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7775 +[2025-03-20 09:00:02,620 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5607 +[2025-03-20 09:00:02,848 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3549 +[2025-03-20 09:00:03,291 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5185 +[2025-03-20 09:00:04,221 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6050 +[2025-03-20 09:00:04,407 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4002 +[2025-03-20 09:00:04,711 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6554 +[2025-03-20 09:00:05,163 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4507 +[2025-03-20 09:00:05,688 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.8561 +[2025-03-20 09:00:05,899 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7605 +[2025-03-20 09:00:06,090 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.9279 +[2025-03-20 09:00:06,310 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4773 +[2025-03-20 09:00:06,554 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.6832 +[2025-03-20 09:00:08,236 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3911 +[2025-03-20 09:00:08,413 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.2008 +[2025-03-20 09:00:09,437 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8256 +[2025-03-20 09:00:09,651 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8080 +[2025-03-20 09:00:10,236 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 1.1082 +[2025-03-20 09:00:10,412 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1766 +[2025-03-20 09:00:11,103 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2419 +[2025-03-20 09:00:12,633 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.7751 +[2025-03-20 09:00:17,168 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.4115 +[2025-03-20 09:00:17,411 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.5349 +[2025-03-20 09:00:20,050 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0495 +[2025-03-20 09:00:20,448 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8620 +[2025-03-20 09:00:21,482 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:00:21,482 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:00:21,482 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] ceiling : 0.9241 0.9388 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] floor : 0.9814 0.9904 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] wall : 0.8131 0.9277 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] column : 0.2387 0.2666 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] window : 0.5173 0.6474 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] door : 0.6028 0.8293 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] table : 0.7555 0.8731 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] chair : 0.8508 0.8808 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] sofa : 0.6845 0.7112 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] bookcase : 0.6811 0.8033 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] board : 0.6408 0.8276 +[2025-03-20 09:00:21,482 INFO hook.py line 689 4037470] clutter : 0.5737 0.7096 +[2025-03-20 09:00:21,482 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:00:21,482 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6357/0.7235/0.8784. +[2025-03-20 09:00:21,483 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:00:21,484 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6357 +[2025-03-20 09:00:21,484 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6357 +[2025-03-20 09:00:21,484 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:01:05,915 INFO hook.py line 566 4037470] Train: [3/100][50/255] Data 0.004 (0.015) Batch 0.735 (0.718) Remain 04:58:24 loss: 0.6311 Lr: 1.39520e-03 +[2025-03-20 09:01:40,805 INFO hook.py line 566 4037470] Train: [3/100][100/255] Data 0.002 (0.008) Batch 0.741 (0.708) Remain 04:53:30 loss: 0.4792 Lr: 1.56018e-03 +[2025-03-20 09:02:15,695 INFO hook.py line 566 4037470] Train: [3/100][150/255] Data 0.002 (0.006) Batch 0.661 (0.704) Remain 04:51:33 loss: 0.4895 Lr: 1.72653e-03 +[2025-03-20 09:02:50,651 INFO hook.py line 566 4037470] Train: [3/100][200/255] Data 0.002 (0.005) Batch 0.756 (0.703) Remain 04:50:25 loss: 0.4543 Lr: 1.89171e-03 +[2025-03-20 09:03:25,478 INFO hook.py line 566 4037470] Train: [3/100][250/255] Data 0.002 (0.005) Batch 0.724 (0.702) Remain 04:49:18 loss: 0.6275 Lr: 2.05322e-03 +[2025-03-20 09:03:28,991 INFO misc.py line 135 4037470] Train result: loss: 0.4944 +[2025-03-20 09:03:29,279 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:03:59,448 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3688 +[2025-03-20 09:04:00,132 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3289 +[2025-03-20 09:04:02,003 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6255 +[2025-03-20 09:04:02,711 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1950 +[2025-03-20 09:04:03,136 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.2498 +[2025-03-20 09:04:03,346 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4793 +[2025-03-20 09:04:03,740 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.7605 +[2025-03-20 09:04:04,125 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1313 +[2025-03-20 09:04:04,556 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.9721 +[2025-03-20 09:04:05,022 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8702 +[2025-03-20 09:04:05,203 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6574 +[2025-03-20 09:04:05,431 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4206 +[2025-03-20 09:04:05,876 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5746 +[2025-03-20 09:04:06,806 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6723 +[2025-03-20 09:04:06,992 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.0148 +[2025-03-20 09:04:07,296 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.6934 +[2025-03-20 09:04:07,748 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.8031 +[2025-03-20 09:04:08,273 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.8489 +[2025-03-20 09:04:08,484 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7525 +[2025-03-20 09:04:08,675 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4878 +[2025-03-20 09:04:08,895 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5598 +[2025-03-20 09:04:09,139 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8965 +[2025-03-20 09:04:10,816 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2828 +[2025-03-20 09:04:10,982 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4463 +[2025-03-20 09:04:12,006 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2928 +[2025-03-20 09:04:12,222 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.2887 +[2025-03-20 09:04:12,808 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 1.1276 +[2025-03-20 09:04:12,984 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3278 +[2025-03-20 09:04:13,676 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.1641 +[2025-03-20 09:04:15,204 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5029 +[2025-03-20 09:04:19,748 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9800 +[2025-03-20 09:04:19,991 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.7348 +[2025-03-20 09:04:22,649 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1619 +[2025-03-20 09:04:23,048 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.2083 +[2025-03-20 09:04:24,154 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:04:24,154 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:04:24,154 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] ceiling : 0.8956 0.9090 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] floor : 0.9754 0.9938 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] wall : 0.8113 0.9150 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] beam : 0.0000 0.0002 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] column : 0.2710 0.3608 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] window : 0.2639 0.2701 +[2025-03-20 09:04:24,154 INFO hook.py line 689 4037470] door : 0.5481 0.9111 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] table : 0.7576 0.9201 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] chair : 0.8841 0.9440 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] sofa : 0.6851 0.7240 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] bookcase : 0.7064 0.8323 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] board : 0.6285 0.8094 +[2025-03-20 09:04:24,155 INFO hook.py line 689 4037470] clutter : 0.5449 0.7222 +[2025-03-20 09:04:24,155 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:04:24,155 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6132/0.7163/0.8672. +[2025-03-20 09:04:24,156 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:04:24,164 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6357 +[2025-03-20 09:04:24,164 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:05:10,978 INFO hook.py line 566 4037470] Train: [4/100][50/255] Data 0.002 (0.008) Batch 0.658 (0.787) Remain 05:23:47 loss: 0.5467 Lr: 2.22372e-03 +[2025-03-20 09:05:45,956 INFO hook.py line 566 4037470] Train: [4/100][100/255] Data 0.002 (0.005) Batch 0.689 (0.742) Remain 05:04:37 loss: 0.3877 Lr: 2.36965e-03 +[2025-03-20 09:06:21,136 INFO hook.py line 566 4037470] Train: [4/100][150/255] Data 0.002 (0.004) Batch 0.691 (0.729) Remain 04:58:39 loss: 0.5943 Lr: 2.50466e-03 +[2025-03-20 09:06:56,810 INFO hook.py line 566 4037470] Train: [4/100][200/255] Data 0.002 (0.004) Batch 0.742 (0.725) Remain 04:56:27 loss: 0.4282 Lr: 2.62669e-03 +[2025-03-20 09:07:31,791 INFO hook.py line 566 4037470] Train: [4/100][250/255] Data 0.002 (0.003) Batch 0.661 (0.720) Remain 04:53:45 loss: 0.4378 Lr: 2.73390e-03 +[2025-03-20 09:07:35,334 INFO misc.py line 135 4037470] Train result: loss: 0.4646 +[2025-03-20 09:07:35,969 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:08:05,124 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2482 +[2025-03-20 09:08:05,941 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5757 +[2025-03-20 09:08:07,848 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7217 +[2025-03-20 09:08:08,554 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1068 +[2025-03-20 09:08:08,976 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1599 +[2025-03-20 09:08:09,186 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5520 +[2025-03-20 09:08:09,580 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.5840 +[2025-03-20 09:08:09,972 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1696 +[2025-03-20 09:08:10,405 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.7273 +[2025-03-20 09:08:10,871 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9358 +[2025-03-20 09:08:11,052 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5502 +[2025-03-20 09:08:11,283 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4365 +[2025-03-20 09:08:11,729 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.8089 +[2025-03-20 09:08:12,661 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6118 +[2025-03-20 09:08:12,855 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2824 +[2025-03-20 09:08:13,164 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.2181 +[2025-03-20 09:08:13,618 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.7754 +[2025-03-20 09:08:14,147 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.9497 +[2025-03-20 09:08:14,363 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6832 +[2025-03-20 09:08:14,556 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.8221 +[2025-03-20 09:08:14,780 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.9614 +[2025-03-20 09:08:15,026 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9789 +[2025-03-20 09:08:16,709 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1183 +[2025-03-20 09:08:16,877 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.0666 +[2025-03-20 09:08:17,915 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8173 +[2025-03-20 09:08:18,129 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.1495 +[2025-03-20 09:08:18,715 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 1.1377 +[2025-03-20 09:08:18,893 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2694 +[2025-03-20 09:08:19,584 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.1855 +[2025-03-20 09:08:21,115 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.7562 +[2025-03-20 09:08:25,653 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1857 +[2025-03-20 09:08:25,895 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9738 +[2025-03-20 09:08:28,536 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2713 +[2025-03-20 09:08:28,934 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8385 +[2025-03-20 09:08:29,984 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:08:29,984 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:08:29,984 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] ceiling : 0.9263 0.9413 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] floor : 0.9774 0.9920 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] wall : 0.8206 0.9170 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] column : 0.2418 0.2500 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] window : 0.2797 0.3183 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] door : 0.5861 0.9466 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] table : 0.7891 0.9108 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] chair : 0.8868 0.9238 +[2025-03-20 09:08:29,984 INFO hook.py line 689 4037470] sofa : 0.7784 0.8686 +[2025-03-20 09:08:29,985 INFO hook.py line 689 4037470] bookcase : 0.7006 0.7581 +[2025-03-20 09:08:29,985 INFO hook.py line 689 4037470] board : 0.5692 0.9029 +[2025-03-20 09:08:29,985 INFO hook.py line 689 4037470] clutter : 0.5579 0.7955 +[2025-03-20 09:08:29,985 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:08:29,985 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6241/0.7327/0.8743. +[2025-03-20 09:08:29,985 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:08:30,069 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6357 +[2025-03-20 09:08:30,069 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:09:16,343 INFO hook.py line 566 4037470] Train: [5/100][50/255] Data 0.003 (0.017) Batch 0.714 (0.723) Remain 04:54:32 loss: 0.2656 Lr: 2.83276e-03 +[2025-03-20 09:09:51,425 INFO hook.py line 566 4037470] Train: [5/100][100/255] Data 0.002 (0.009) Batch 0.716 (0.712) Remain 04:49:23 loss: 0.4382 Lr: 2.90382e-03 +[2025-03-20 09:10:26,647 INFO hook.py line 566 4037470] Train: [5/100][150/255] Data 0.002 (0.007) Batch 0.758 (0.710) Remain 04:47:43 loss: 0.2942 Lr: 2.95585e-03 +[2025-03-20 09:11:01,811 INFO hook.py line 566 4037470] Train: [5/100][200/255] Data 0.002 (0.006) Batch 0.724 (0.708) Remain 04:46:29 loss: 0.4330 Lr: 2.98805e-03 +[2025-03-20 09:11:36,415 INFO hook.py line 566 4037470] Train: [5/100][250/255] Data 0.002 (0.005) Batch 0.706 (0.705) Remain 04:44:35 loss: 0.3268 Lr: 2.99993e-03 +[2025-03-20 09:11:39,946 INFO misc.py line 135 4037470] Train result: loss: 0.4230 +[2025-03-20 09:11:40,213 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:12:08,421 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3377 +[2025-03-20 09:12:08,909 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.6036 +[2025-03-20 09:12:10,848 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6302 +[2025-03-20 09:12:11,555 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9183 +[2025-03-20 09:12:11,980 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1035 +[2025-03-20 09:12:12,190 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4523 +[2025-03-20 09:12:12,586 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2812 +[2025-03-20 09:12:12,972 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1072 +[2025-03-20 09:12:13,402 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4359 +[2025-03-20 09:12:13,865 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9144 +[2025-03-20 09:12:14,044 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4905 +[2025-03-20 09:12:14,275 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3303 +[2025-03-20 09:12:14,719 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6823 +[2025-03-20 09:12:15,651 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3815 +[2025-03-20 09:12:15,837 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9376 +[2025-03-20 09:12:16,142 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.7209 +[2025-03-20 09:12:16,594 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3970 +[2025-03-20 09:12:17,119 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6521 +[2025-03-20 09:12:17,331 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5488 +[2025-03-20 09:12:17,522 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4938 +[2025-03-20 09:12:17,743 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5683 +[2025-03-20 09:12:17,988 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9802 +[2025-03-20 09:12:19,666 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0912 +[2025-03-20 09:12:19,831 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4964 +[2025-03-20 09:12:20,856 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5362 +[2025-03-20 09:12:21,072 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7231 +[2025-03-20 09:12:21,658 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6056 +[2025-03-20 09:12:21,836 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.4196 +[2025-03-20 09:12:22,526 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2260 +[2025-03-20 09:12:24,053 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5851 +[2025-03-20 09:12:28,599 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8556 +[2025-03-20 09:12:28,843 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3405 +[2025-03-20 09:12:31,487 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9008 +[2025-03-20 09:12:31,884 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9161 +[2025-03-20 09:12:33,001 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:12:33,001 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:12:33,001 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] ceiling : 0.9273 0.9611 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] floor : 0.9794 0.9948 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] wall : 0.8380 0.9647 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] column : 0.2119 0.2192 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] window : 0.5431 0.5749 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] door : 0.6791 0.8974 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] table : 0.7988 0.9180 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] chair : 0.8975 0.9551 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] sofa : 0.6463 0.8091 +[2025-03-20 09:12:33,001 INFO hook.py line 689 4037470] bookcase : 0.7450 0.8559 +[2025-03-20 09:12:33,002 INFO hook.py line 689 4037470] board : 0.7014 0.8581 +[2025-03-20 09:12:33,002 INFO hook.py line 689 4037470] clutter : 0.5653 0.6369 +[2025-03-20 09:12:33,002 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:12:33,002 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6564/0.7419/0.8956. +[2025-03-20 09:12:33,002 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:12:33,009 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6564 +[2025-03-20 09:12:33,009 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6564 +[2025-03-20 09:12:33,009 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:13:18,446 INFO hook.py line 566 4037470] Train: [6/100][50/255] Data 0.003 (0.002) Batch 0.705 (0.709) Remain 04:45:36 loss: 0.4294 Lr: 2.99997e-03 +[2025-03-20 09:13:53,808 INFO hook.py line 566 4037470] Train: [6/100][100/255] Data 0.002 (0.002) Batch 0.730 (0.708) Remain 04:44:41 loss: 0.3181 Lr: 2.99987e-03 +[2025-03-20 09:14:28,608 INFO hook.py line 566 4037470] Train: [6/100][150/255] Data 0.003 (0.002) Batch 0.734 (0.704) Remain 04:42:27 loss: 0.3266 Lr: 2.99971e-03 +[2025-03-20 09:15:03,533 INFO hook.py line 566 4037470] Train: [6/100][200/255] Data 0.002 (0.002) Batch 0.665 (0.703) Remain 04:41:18 loss: 0.3454 Lr: 2.99949e-03 +[2025-03-20 09:15:38,309 INFO hook.py line 566 4037470] Train: [6/100][250/255] Data 0.002 (0.002) Batch 0.711 (0.701) Remain 04:40:09 loss: 0.3001 Lr: 2.99921e-03 +[2025-03-20 09:15:41,676 INFO misc.py line 135 4037470] Train result: loss: 0.3792 +[2025-03-20 09:15:42,020 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:16:13,338 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4445 +[2025-03-20 09:16:13,816 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3105 +[2025-03-20 09:16:15,672 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7414 +[2025-03-20 09:16:16,379 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1305 +[2025-03-20 09:16:16,799 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0993 +[2025-03-20 09:16:17,006 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4202 +[2025-03-20 09:16:17,398 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2941 +[2025-03-20 09:16:17,802 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0817 +[2025-03-20 09:16:18,231 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4518 +[2025-03-20 09:16:18,703 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9344 +[2025-03-20 09:16:18,881 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4762 +[2025-03-20 09:16:19,109 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2850 +[2025-03-20 09:16:19,553 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6947 +[2025-03-20 09:16:20,492 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3803 +[2025-03-20 09:16:20,677 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.0199 +[2025-03-20 09:16:20,981 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8268 +[2025-03-20 09:16:21,433 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3747 +[2025-03-20 09:16:21,958 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7810 +[2025-03-20 09:16:22,169 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9444 +[2025-03-20 09:16:22,359 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4933 +[2025-03-20 09:16:22,578 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3808 +[2025-03-20 09:16:22,822 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7917 +[2025-03-20 09:16:24,500 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4396 +[2025-03-20 09:16:24,665 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5231 +[2025-03-20 09:16:25,689 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6293 +[2025-03-20 09:16:25,904 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7695 +[2025-03-20 09:16:26,490 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5464 +[2025-03-20 09:16:26,667 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2595 +[2025-03-20 09:16:27,356 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3896 +[2025-03-20 09:16:28,884 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5921 +[2025-03-20 09:16:33,419 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.4243 +[2025-03-20 09:16:33,662 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8652 +[2025-03-20 09:16:36,317 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0774 +[2025-03-20 09:16:36,717 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8436 +[2025-03-20 09:16:37,717 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:16:37,717 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:16:37,717 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] ceiling : 0.9308 0.9514 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] floor : 0.9792 0.9935 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] wall : 0.8202 0.9605 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] column : 0.3198 0.3615 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] window : 0.4319 0.4533 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] door : 0.6956 0.8430 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] table : 0.7977 0.9290 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] chair : 0.8893 0.9348 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] sofa : 0.4814 0.4870 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] bookcase : 0.7278 0.8054 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] board : 0.6995 0.7280 +[2025-03-20 09:16:37,717 INFO hook.py line 689 4037470] clutter : 0.5897 0.7383 +[2025-03-20 09:16:37,717 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:16:37,717 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6433/0.7066/0.8903. +[2025-03-20 09:16:37,718 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:16:37,755 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6564 +[2025-03-20 09:16:37,755 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:17:24,937 INFO hook.py line 566 4037470] Train: [7/100][50/255] Data 0.002 (0.006) Batch 0.704 (0.705) Remain 04:41:03 loss: 0.5129 Lr: 2.99882e-03 +[2025-03-20 09:17:59,972 INFO hook.py line 566 4037470] Train: [7/100][100/255] Data 0.002 (0.004) Batch 0.614 (0.703) Remain 04:39:35 loss: 0.1908 Lr: 2.99840e-03 +[2025-03-20 09:18:35,180 INFO hook.py line 566 4037470] Train: [7/100][150/255] Data 0.002 (0.004) Batch 0.685 (0.703) Remain 04:39:11 loss: 0.4646 Lr: 2.99792e-03 +[2025-03-20 09:19:10,553 INFO hook.py line 566 4037470] Train: [7/100][200/255] Data 0.002 (0.003) Batch 0.699 (0.704) Remain 04:39:01 loss: 0.2980 Lr: 2.99738e-03 +[2025-03-20 09:19:45,053 INFO hook.py line 566 4037470] Train: [7/100][250/255] Data 0.002 (0.003) Batch 0.632 (0.701) Remain 04:37:17 loss: 0.2501 Lr: 2.99677e-03 +[2025-03-20 09:19:48,688 INFO misc.py line 135 4037470] Train result: loss: 0.3486 +[2025-03-20 09:19:48,806 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:20:16,811 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3706 +[2025-03-20 09:20:17,590 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5216 +[2025-03-20 09:20:19,443 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6705 +[2025-03-20 09:20:20,147 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9199 +[2025-03-20 09:20:20,568 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1299 +[2025-03-20 09:20:20,774 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3925 +[2025-03-20 09:20:21,163 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2826 +[2025-03-20 09:20:21,548 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1196 +[2025-03-20 09:20:21,976 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4068 +[2025-03-20 09:20:22,436 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8608 +[2025-03-20 09:20:22,613 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4960 +[2025-03-20 09:20:22,841 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3677 +[2025-03-20 09:20:23,284 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5758 +[2025-03-20 09:20:24,212 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4464 +[2025-03-20 09:20:24,397 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3164 +[2025-03-20 09:20:24,701 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.4056 +[2025-03-20 09:20:25,152 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5047 +[2025-03-20 09:20:25,677 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5535 +[2025-03-20 09:20:25,888 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7827 +[2025-03-20 09:20:26,079 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5525 +[2025-03-20 09:20:26,298 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6446 +[2025-03-20 09:20:26,540 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8218 +[2025-03-20 09:20:28,219 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2150 +[2025-03-20 09:20:28,385 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6249 +[2025-03-20 09:20:29,409 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4645 +[2025-03-20 09:20:29,623 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7468 +[2025-03-20 09:20:30,209 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5619 +[2025-03-20 09:20:30,386 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2186 +[2025-03-20 09:20:31,074 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2545 +[2025-03-20 09:20:32,603 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4863 +[2025-03-20 09:20:37,132 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.5910 +[2025-03-20 09:20:37,375 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3047 +[2025-03-20 09:20:40,018 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1281 +[2025-03-20 09:20:40,416 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8501 +[2025-03-20 09:20:41,593 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:20:41,593 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:20:41,593 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] ceiling : 0.9365 0.9568 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] floor : 0.9790 0.9906 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] wall : 0.8329 0.9693 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] column : 0.2572 0.2786 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] window : 0.4856 0.4976 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] door : 0.7211 0.9053 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] table : 0.7848 0.8459 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] chair : 0.9099 0.9408 +[2025-03-20 09:20:41,593 INFO hook.py line 689 4037470] sofa : 0.6892 0.7137 +[2025-03-20 09:20:41,594 INFO hook.py line 689 4037470] bookcase : 0.7213 0.8219 +[2025-03-20 09:20:41,594 INFO hook.py line 689 4037470] board : 0.6691 0.8904 +[2025-03-20 09:20:41,594 INFO hook.py line 689 4037470] clutter : 0.5819 0.7046 +[2025-03-20 09:20:41,594 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:20:41,594 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6591/0.7319/0.8937. +[2025-03-20 09:20:41,594 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:20:41,668 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6591 +[2025-03-20 09:20:41,668 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6591 +[2025-03-20 09:20:41,668 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:21:26,026 INFO hook.py line 566 4037470] Train: [8/100][50/255] Data 0.002 (0.003) Batch 0.694 (0.704) Remain 04:37:31 loss: 0.5143 Lr: 2.99603e-03 +[2025-03-20 09:22:01,275 INFO hook.py line 566 4037470] Train: [8/100][100/255] Data 0.002 (0.002) Batch 0.727 (0.704) Remain 04:37:12 loss: 0.2074 Lr: 2.99529e-03 +[2025-03-20 09:22:36,601 INFO hook.py line 566 4037470] Train: [8/100][150/255] Data 0.002 (0.002) Batch 0.695 (0.705) Remain 04:36:54 loss: 0.2102 Lr: 2.99449e-03 +[2025-03-20 09:23:11,302 INFO hook.py line 566 4037470] Train: [8/100][200/255] Data 0.002 (0.002) Batch 0.667 (0.702) Remain 04:35:13 loss: 0.3783 Lr: 2.99363e-03 +[2025-03-20 09:23:46,352 INFO hook.py line 566 4037470] Train: [8/100][250/255] Data 0.002 (0.002) Batch 0.711 (0.702) Remain 04:34:32 loss: 0.2871 Lr: 2.99270e-03 +[2025-03-20 09:23:49,835 INFO misc.py line 135 4037470] Train result: loss: 0.3282 +[2025-03-20 09:23:49,934 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:24:13,829 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3001 +[2025-03-20 09:24:17,019 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5236 +[2025-03-20 09:24:18,939 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6292 +[2025-03-20 09:24:19,646 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.8291 +[2025-03-20 09:24:20,071 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1125 +[2025-03-20 09:24:20,280 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5246 +[2025-03-20 09:24:20,674 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3459 +[2025-03-20 09:24:21,078 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1024 +[2025-03-20 09:24:21,511 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4553 +[2025-03-20 09:24:21,973 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8819 +[2025-03-20 09:24:22,153 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4688 +[2025-03-20 09:24:22,381 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3702 +[2025-03-20 09:24:22,825 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7923 +[2025-03-20 09:24:23,755 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5401 +[2025-03-20 09:24:23,942 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7776 +[2025-03-20 09:24:24,246 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.3343 +[2025-03-20 09:24:24,698 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5182 +[2025-03-20 09:24:25,225 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7221 +[2025-03-20 09:24:25,436 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9155 +[2025-03-20 09:24:25,627 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4994 +[2025-03-20 09:24:25,847 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5091 +[2025-03-20 09:24:26,091 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1863 +[2025-03-20 09:24:27,773 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0526 +[2025-03-20 09:24:27,940 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.2981 +[2025-03-20 09:24:28,964 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.9803 +[2025-03-20 09:24:29,180 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.0928 +[2025-03-20 09:24:29,768 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6898 +[2025-03-20 09:24:29,945 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3372 +[2025-03-20 09:24:30,634 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3200 +[2025-03-20 09:24:32,163 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5502 +[2025-03-20 09:24:36,701 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7870 +[2025-03-20 09:24:36,944 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1993 +[2025-03-20 09:24:39,631 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9061 +[2025-03-20 09:24:40,035 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8351 +[2025-03-20 09:24:41,170 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:24:41,170 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:24:41,170 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] ceiling : 0.9347 0.9623 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] floor : 0.9799 0.9927 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] wall : 0.8165 0.9701 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] beam : 0.0001 0.0012 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] column : 0.1892 0.1966 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] window : 0.5296 0.5487 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] door : 0.6170 0.7273 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] table : 0.7811 0.9174 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] chair : 0.8825 0.9511 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] sofa : 0.5994 0.7763 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] bookcase : 0.7374 0.8383 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] board : 0.7394 0.8737 +[2025-03-20 09:24:41,171 INFO hook.py line 689 4037470] clutter : 0.5536 0.6358 +[2025-03-20 09:24:41,171 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:24:41,171 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6431/0.7224/0.8886. +[2025-03-20 09:24:41,172 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:24:41,216 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6591 +[2025-03-20 09:24:41,217 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:25:28,748 INFO hook.py line 566 4037470] Train: [9/100][50/255] Data 0.002 (0.002) Batch 0.690 (0.710) Remain 04:37:08 loss: 0.3032 Lr: 2.99161e-03 +[2025-03-20 09:26:03,495 INFO hook.py line 566 4037470] Train: [9/100][100/255] Data 0.003 (0.002) Batch 0.664 (0.702) Remain 04:33:27 loss: 0.2591 Lr: 2.99055e-03 +[2025-03-20 09:26:38,701 INFO hook.py line 566 4037470] Train: [9/100][150/255] Data 0.002 (0.002) Batch 0.698 (0.703) Remain 04:33:06 loss: 0.1716 Lr: 2.98943e-03 +[2025-03-20 09:27:13,762 INFO hook.py line 566 4037470] Train: [9/100][200/255] Data 0.003 (0.002) Batch 0.711 (0.703) Remain 04:32:20 loss: 0.2312 Lr: 2.98825e-03 +[2025-03-20 09:27:48,342 INFO hook.py line 566 4037470] Train: [9/100][250/255] Data 0.002 (0.002) Batch 0.733 (0.700) Remain 04:30:54 loss: 0.3032 Lr: 2.98700e-03 +[2025-03-20 09:27:51,743 INFO misc.py line 135 4037470] Train result: loss: 0.3053 +[2025-03-20 09:27:51,817 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:28:16,520 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3150 +[2025-03-20 09:28:19,361 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2687 +[2025-03-20 09:28:21,556 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6496 +[2025-03-20 09:28:22,261 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0450 +[2025-03-20 09:28:22,684 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1414 +[2025-03-20 09:28:22,894 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4332 +[2025-03-20 09:28:23,288 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2536 +[2025-03-20 09:28:23,674 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0798 +[2025-03-20 09:28:24,101 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4046 +[2025-03-20 09:28:24,563 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2597 +[2025-03-20 09:28:24,740 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5232 +[2025-03-20 09:28:24,968 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2581 +[2025-03-20 09:28:25,409 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6327 +[2025-03-20 09:28:26,340 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4829 +[2025-03-20 09:28:26,526 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.7156 +[2025-03-20 09:28:26,830 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1326 +[2025-03-20 09:28:27,281 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4485 +[2025-03-20 09:28:27,806 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5813 +[2025-03-20 09:28:28,017 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5021 +[2025-03-20 09:28:28,209 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3947 +[2025-03-20 09:28:28,429 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5200 +[2025-03-20 09:28:28,672 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.5728 +[2025-03-20 09:28:30,353 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1814 +[2025-03-20 09:28:30,519 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4267 +[2025-03-20 09:28:31,544 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3365 +[2025-03-20 09:28:31,758 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8642 +[2025-03-20 09:28:32,343 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6091 +[2025-03-20 09:28:32,519 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0970 +[2025-03-20 09:28:33,209 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2430 +[2025-03-20 09:28:34,740 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.3856 +[2025-03-20 09:28:39,270 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1187 +[2025-03-20 09:28:39,516 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0756 +[2025-03-20 09:28:42,157 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0673 +[2025-03-20 09:28:42,553 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9777 +[2025-03-20 09:28:43,585 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:28:43,585 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:28:43,585 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:28:43,585 INFO hook.py line 689 4037470] ceiling : 0.9293 0.9440 +[2025-03-20 09:28:43,585 INFO hook.py line 689 4037470] floor : 0.9832 0.9912 +[2025-03-20 09:28:43,585 INFO hook.py line 689 4037470] wall : 0.8419 0.9355 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] column : 0.3226 0.3704 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] window : 0.5421 0.5582 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] door : 0.7205 0.8910 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] table : 0.7328 0.7888 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] chair : 0.8731 0.9040 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] sofa : 0.3675 0.3688 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] bookcase : 0.7204 0.8444 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] board : 0.7788 0.8237 +[2025-03-20 09:28:43,586 INFO hook.py line 689 4037470] clutter : 0.5696 0.8040 +[2025-03-20 09:28:43,586 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:28:43,586 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6448/0.7095/0.8914. +[2025-03-20 09:28:43,586 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:28:43,817 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6591 +[2025-03-20 09:28:43,817 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:29:31,475 INFO hook.py line 566 4037470] Train: [10/100][50/255] Data 0.003 (0.060) Batch 0.783 (0.763) Remain 04:54:34 loss: 0.2990 Lr: 2.98556e-03 +[2025-03-20 09:30:06,761 INFO hook.py line 566 4037470] Train: [10/100][100/255] Data 0.002 (0.030) Batch 0.706 (0.734) Remain 04:42:30 loss: 0.3623 Lr: 2.98418e-03 +[2025-03-20 09:30:41,890 INFO hook.py line 566 4037470] Train: [10/100][150/255] Data 0.003 (0.021) Batch 0.711 (0.723) Remain 04:37:50 loss: 0.2668 Lr: 2.98274e-03 +[2025-03-20 09:31:16,882 INFO hook.py line 566 4037470] Train: [10/100][200/255] Data 0.004 (0.016) Batch 0.716 (0.717) Remain 04:34:58 loss: 0.2946 Lr: 2.98124e-03 +[2025-03-20 09:31:51,548 INFO hook.py line 566 4037470] Train: [10/100][250/255] Data 0.002 (0.013) Batch 0.814 (0.712) Remain 04:32:31 loss: 0.3078 Lr: 2.97967e-03 +[2025-03-20 09:31:55,042 INFO misc.py line 135 4037470] Train result: loss: 0.2998 +[2025-03-20 09:31:55,305 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:32:23,612 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3390 +[2025-03-20 09:32:24,148 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2834 +[2025-03-20 09:32:26,005 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6750 +[2025-03-20 09:32:26,708 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9587 +[2025-03-20 09:32:27,128 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0910 +[2025-03-20 09:32:27,335 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3838 +[2025-03-20 09:32:27,725 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2211 +[2025-03-20 09:32:28,108 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.2299 +[2025-03-20 09:32:28,535 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4536 +[2025-03-20 09:32:28,997 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7299 +[2025-03-20 09:32:29,175 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4771 +[2025-03-20 09:32:29,402 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2698 +[2025-03-20 09:32:29,844 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5700 +[2025-03-20 09:32:30,771 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5535 +[2025-03-20 09:32:30,961 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.5268 +[2025-03-20 09:32:31,265 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.5105 +[2025-03-20 09:32:31,722 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3811 +[2025-03-20 09:32:32,247 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6028 +[2025-03-20 09:32:32,459 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5680 +[2025-03-20 09:32:32,652 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3875 +[2025-03-20 09:32:32,871 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4224 +[2025-03-20 09:32:33,116 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.6304 +[2025-03-20 09:32:34,796 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0287 +[2025-03-20 09:32:34,962 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5074 +[2025-03-20 09:32:35,985 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5622 +[2025-03-20 09:32:36,199 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5691 +[2025-03-20 09:32:36,784 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5779 +[2025-03-20 09:32:36,961 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1439 +[2025-03-20 09:32:37,649 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.6531 +[2025-03-20 09:32:39,176 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4062 +[2025-03-20 09:32:43,822 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8935 +[2025-03-20 09:32:44,065 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0563 +[2025-03-20 09:32:46,706 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.7850 +[2025-03-20 09:32:47,104 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7941 +[2025-03-20 09:32:48,174 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:32:48,174 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:32:48,175 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] ceiling : 0.9269 0.9645 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] floor : 0.9797 0.9936 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] wall : 0.8351 0.9624 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] beam : 0.0000 0.0002 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] column : 0.2960 0.3169 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] window : 0.6040 0.6679 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] door : 0.7150 0.8381 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] table : 0.8183 0.8970 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] chair : 0.9109 0.9514 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] sofa : 0.7401 0.8316 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] bookcase : 0.7394 0.7985 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] board : 0.7882 0.8626 +[2025-03-20 09:32:48,175 INFO hook.py line 689 4037470] clutter : 0.5868 0.7101 +[2025-03-20 09:32:48,175 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:32:48,175 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6877/0.7534/0.8985. +[2025-03-20 09:32:48,175 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:32:48,307 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6877 +[2025-03-20 09:32:48,307 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:32:48,307 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:33:33,394 INFO hook.py line 566 4037470] Train: [11/100][50/255] Data 0.002 (0.002) Batch 0.743 (0.710) Remain 04:30:58 loss: 0.4148 Lr: 2.97788e-03 +[2025-03-20 09:34:08,598 INFO hook.py line 566 4037470] Train: [11/100][100/255] Data 0.002 (0.002) Batch 0.715 (0.707) Remain 04:29:14 loss: 0.2054 Lr: 2.97618e-03 +[2025-03-20 09:34:43,648 INFO hook.py line 566 4037470] Train: [11/100][150/255] Data 0.003 (0.002) Batch 0.740 (0.705) Remain 04:27:52 loss: 0.3553 Lr: 2.97443e-03 +[2025-03-20 09:35:19,145 INFO hook.py line 566 4037470] Train: [11/100][200/255] Data 0.003 (0.002) Batch 0.680 (0.706) Remain 04:27:46 loss: 0.2786 Lr: 2.97261e-03 +[2025-03-20 09:35:54,126 INFO hook.py line 566 4037470] Train: [11/100][250/255] Data 0.002 (0.002) Batch 0.724 (0.705) Remain 04:26:40 loss: 0.2447 Lr: 2.97073e-03 +[2025-03-20 09:35:57,635 INFO misc.py line 135 4037470] Train result: loss: 0.2912 +[2025-03-20 09:35:57,814 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:36:27,666 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4425 +[2025-03-20 09:36:28,194 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2475 +[2025-03-20 09:36:30,049 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6986 +[2025-03-20 09:36:30,753 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9594 +[2025-03-20 09:36:31,172 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1015 +[2025-03-20 09:36:31,379 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4060 +[2025-03-20 09:36:31,770 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2083 +[2025-03-20 09:36:32,154 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0734 +[2025-03-20 09:36:32,583 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4166 +[2025-03-20 09:36:33,045 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2005 +[2025-03-20 09:36:33,226 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6087 +[2025-03-20 09:36:33,454 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3404 +[2025-03-20 09:36:33,898 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6610 +[2025-03-20 09:36:34,828 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6918 +[2025-03-20 09:36:35,016 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.8560 +[2025-03-20 09:36:35,320 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8977 +[2025-03-20 09:36:35,773 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3272 +[2025-03-20 09:36:36,299 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6856 +[2025-03-20 09:36:36,509 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1444 +[2025-03-20 09:36:36,700 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3980 +[2025-03-20 09:36:36,919 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4390 +[2025-03-20 09:36:37,165 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8614 +[2025-03-20 09:36:38,846 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.6058 +[2025-03-20 09:36:39,012 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4970 +[2025-03-20 09:36:40,035 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 2.3050 +[2025-03-20 09:36:40,249 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6788 +[2025-03-20 09:36:40,836 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.9996 +[2025-03-20 09:36:41,013 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2114 +[2025-03-20 09:36:41,702 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2846 +[2025-03-20 09:36:43,232 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4609 +[2025-03-20 09:36:47,763 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8882 +[2025-03-20 09:36:48,006 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.5270 +[2025-03-20 09:36:50,647 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0883 +[2025-03-20 09:36:51,045 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8240 +[2025-03-20 09:36:52,035 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:36:52,035 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:36:52,035 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] ceiling : 0.9448 0.9622 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] floor : 0.9826 0.9917 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] wall : 0.8161 0.9661 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] column : 0.1985 0.2064 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] window : 0.5411 0.6573 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] door : 0.6277 0.7208 +[2025-03-20 09:36:52,035 INFO hook.py line 689 4037470] table : 0.7931 0.9031 +[2025-03-20 09:36:52,036 INFO hook.py line 689 4037470] chair : 0.8977 0.9436 +[2025-03-20 09:36:52,036 INFO hook.py line 689 4037470] sofa : 0.6054 0.6188 +[2025-03-20 09:36:52,036 INFO hook.py line 689 4037470] bookcase : 0.7172 0.7890 +[2025-03-20 09:36:52,036 INFO hook.py line 689 4037470] board : 0.7577 0.8337 +[2025-03-20 09:36:52,036 INFO hook.py line 689 4037470] clutter : 0.5722 0.6960 +[2025-03-20 09:36:52,036 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:36:52,036 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6503/0.7145/0.8898. +[2025-03-20 09:36:52,036 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:36:52,057 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:36:52,057 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:37:35,507 INFO hook.py line 566 4037470] Train: [12/100][50/255] Data 0.003 (0.002) Batch 0.701 (0.702) Remain 04:24:48 loss: 0.2862 Lr: 2.96859e-03 +[2025-03-20 09:38:10,687 INFO hook.py line 566 4037470] Train: [12/100][100/255] Data 0.002 (0.002) Batch 0.665 (0.703) Remain 04:24:36 loss: 0.1435 Lr: 2.96657e-03 +[2025-03-20 09:38:45,907 INFO hook.py line 566 4037470] Train: [12/100][150/255] Data 0.002 (0.002) Batch 0.688 (0.703) Remain 04:24:14 loss: 0.2628 Lr: 2.96450e-03 +[2025-03-20 09:39:20,756 INFO hook.py line 566 4037470] Train: [12/100][200/255] Data 0.004 (0.002) Batch 0.646 (0.702) Remain 04:23:03 loss: 0.2647 Lr: 2.96237e-03 +[2025-03-20 09:39:55,171 INFO hook.py line 566 4037470] Train: [12/100][250/255] Data 0.002 (0.002) Batch 0.642 (0.699) Remain 04:21:27 loss: 0.2737 Lr: 2.96017e-03 +[2025-03-20 09:39:58,701 INFO misc.py line 135 4037470] Train result: loss: 0.2608 +[2025-03-20 09:39:58,722 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:40:29,352 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3227 +[2025-03-20 09:40:29,793 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1897 +[2025-03-20 09:40:31,650 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6080 +[2025-03-20 09:40:32,356 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0029 +[2025-03-20 09:40:32,775 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0977 +[2025-03-20 09:40:32,981 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5006 +[2025-03-20 09:40:33,372 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2707 +[2025-03-20 09:40:33,758 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0919 +[2025-03-20 09:40:34,186 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4690 +[2025-03-20 09:40:34,647 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2740 +[2025-03-20 09:40:34,825 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4892 +[2025-03-20 09:40:35,052 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3563 +[2025-03-20 09:40:35,495 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6733 +[2025-03-20 09:40:36,426 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4315 +[2025-03-20 09:40:36,613 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3402 +[2025-03-20 09:40:36,917 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.5675 +[2025-03-20 09:40:37,371 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3872 +[2025-03-20 09:40:37,896 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5288 +[2025-03-20 09:40:38,106 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5319 +[2025-03-20 09:40:38,296 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3452 +[2025-03-20 09:40:38,515 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6871 +[2025-03-20 09:40:38,757 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9451 +[2025-03-20 09:40:40,435 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.8634 +[2025-03-20 09:40:40,600 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0888 +[2025-03-20 09:40:41,625 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3141 +[2025-03-20 09:40:41,839 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8468 +[2025-03-20 09:40:42,424 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5450 +[2025-03-20 09:40:42,600 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1328 +[2025-03-20 09:40:43,290 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4171 +[2025-03-20 09:40:44,819 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4197 +[2025-03-20 09:40:49,351 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6784 +[2025-03-20 09:40:49,593 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.5746 +[2025-03-20 09:40:52,233 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9990 +[2025-03-20 09:40:52,630 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9729 +[2025-03-20 09:40:53,665 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:40:53,665 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:40:53,665 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] ceiling : 0.9403 0.9708 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] floor : 0.9821 0.9903 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] wall : 0.8408 0.9615 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] column : 0.2812 0.3064 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] window : 0.5770 0.5999 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] door : 0.6541 0.8160 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] table : 0.8077 0.9227 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] chair : 0.8966 0.9304 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] sofa : 0.7163 0.7413 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] bookcase : 0.7435 0.8894 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] board : 0.7613 0.8239 +[2025-03-20 09:40:53,665 INFO hook.py line 689 4037470] clutter : 0.5555 0.6311 +[2025-03-20 09:40:53,665 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:40:53,665 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6736/0.7372/0.8978. +[2025-03-20 09:40:53,666 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:40:53,670 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:40:53,670 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:41:37,833 INFO hook.py line 566 4037470] Train: [13/100][50/255] Data 0.002 (0.026) Batch 0.700 (0.725) Remain 04:30:27 loss: 0.4044 Lr: 2.95769e-03 +[2025-03-20 09:42:12,638 INFO hook.py line 566 4037470] Train: [13/100][100/255] Data 0.002 (0.014) Batch 0.699 (0.710) Remain 04:24:21 loss: 0.2422 Lr: 2.95536e-03 +[2025-03-20 09:42:47,925 INFO hook.py line 566 4037470] Train: [13/100][150/255] Data 0.002 (0.010) Batch 0.726 (0.709) Remain 04:23:13 loss: 0.2264 Lr: 2.95298e-03 +[2025-03-20 09:43:23,075 INFO hook.py line 566 4037470] Train: [13/100][200/255] Data 0.002 (0.008) Batch 0.725 (0.707) Remain 04:22:06 loss: 0.3001 Lr: 2.95053e-03 +[2025-03-20 09:43:58,066 INFO hook.py line 566 4037470] Train: [13/100][250/255] Data 0.001 (0.007) Batch 0.721 (0.706) Remain 04:20:58 loss: 0.2440 Lr: 2.94802e-03 +[2025-03-20 09:44:01,603 INFO misc.py line 135 4037470] Train result: loss: 0.2876 +[2025-03-20 09:44:01,715 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:44:16,191 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3618 +[2025-03-20 09:44:27,987 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.6597 +[2025-03-20 09:44:29,853 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7934 +[2025-03-20 09:44:30,560 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2305 +[2025-03-20 09:44:30,983 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.5530 +[2025-03-20 09:44:31,191 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.8108 +[2025-03-20 09:44:31,583 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3938 +[2025-03-20 09:44:31,968 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1642 +[2025-03-20 09:44:32,396 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.6336 +[2025-03-20 09:44:32,857 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8853 +[2025-03-20 09:44:33,035 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6910 +[2025-03-20 09:44:33,262 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.5059 +[2025-03-20 09:44:33,706 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6491 +[2025-03-20 09:44:34,634 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4312 +[2025-03-20 09:44:34,820 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.6909 +[2025-03-20 09:44:35,124 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0484 +[2025-03-20 09:44:35,575 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.6086 +[2025-03-20 09:44:36,101 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7783 +[2025-03-20 09:44:36,312 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7404 +[2025-03-20 09:44:36,503 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5805 +[2025-03-20 09:44:36,722 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4137 +[2025-03-20 09:44:36,965 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9748 +[2025-03-20 09:44:38,644 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1858 +[2025-03-20 09:44:38,810 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.3967 +[2025-03-20 09:44:39,835 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1606 +[2025-03-20 09:44:40,050 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.0264 +[2025-03-20 09:44:40,636 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7779 +[2025-03-20 09:44:40,811 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.5152 +[2025-03-20 09:44:41,501 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3809 +[2025-03-20 09:44:43,030 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6007 +[2025-03-20 09:44:47,562 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7997 +[2025-03-20 09:44:47,805 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.8985 +[2025-03-20 09:44:50,448 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1677 +[2025-03-20 09:44:50,846 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9135 +[2025-03-20 09:44:51,824 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:44:51,825 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:44:51,825 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:44:51,825 INFO hook.py line 689 4037470] ceiling : 0.9385 0.9643 +[2025-03-20 09:44:51,825 INFO hook.py line 689 4037470] floor : 0.9813 0.9860 +[2025-03-20 09:44:51,825 INFO hook.py line 689 4037470] wall : 0.8025 0.9399 +[2025-03-20 09:44:51,825 INFO hook.py line 689 4037470] beam : 0.0035 0.0353 +[2025-03-20 09:44:51,825 INFO hook.py line 689 4037470] column : 0.2637 0.2917 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] window : 0.5370 0.5485 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] door : 0.5868 0.6209 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] table : 0.8044 0.8642 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] chair : 0.8967 0.9509 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] sofa : 0.3999 0.4008 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] bookcase : 0.7277 0.7812 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] board : 0.4315 0.9241 +[2025-03-20 09:44:51,826 INFO hook.py line 689 4037470] clutter : 0.5821 0.7758 +[2025-03-20 09:44:51,826 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:44:51,826 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6120/0.6988/0.8818. +[2025-03-20 09:44:51,827 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:44:51,845 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:44:51,845 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:45:38,645 INFO hook.py line 566 4037470] Train: [14/100][50/255] Data 0.002 (0.043) Batch 0.731 (0.757) Remain 04:39:07 loss: 0.2497 Lr: 2.94519e-03 +[2025-03-20 09:46:13,813 INFO hook.py line 566 4037470] Train: [14/100][100/255] Data 0.002 (0.022) Batch 0.692 (0.729) Remain 04:28:23 loss: 0.3602 Lr: 2.94256e-03 +[2025-03-20 09:46:48,845 INFO hook.py line 566 4037470] Train: [14/100][150/255] Data 0.002 (0.015) Batch 0.732 (0.719) Remain 04:24:13 loss: 0.2093 Lr: 2.93986e-03 +[2025-03-20 09:47:23,800 INFO hook.py line 566 4037470] Train: [14/100][200/255] Data 0.002 (0.012) Batch 0.709 (0.714) Remain 04:21:43 loss: 0.3020 Lr: 2.93711e-03 +[2025-03-20 09:47:58,496 INFO hook.py line 566 4037470] Train: [14/100][250/255] Data 0.002 (0.010) Batch 0.708 (0.710) Remain 04:19:37 loss: 0.3649 Lr: 2.93429e-03 +[2025-03-20 09:48:01,991 INFO misc.py line 135 4037470] Train result: loss: 0.2649 +[2025-03-20 09:48:02,019 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:48:32,295 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2767 +[2025-03-20 09:48:32,736 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1820 +[2025-03-20 09:48:34,637 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5882 +[2025-03-20 09:48:35,342 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1454 +[2025-03-20 09:48:35,764 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1243 +[2025-03-20 09:48:35,971 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4497 +[2025-03-20 09:48:36,363 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2263 +[2025-03-20 09:48:36,747 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0874 +[2025-03-20 09:48:37,174 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2812 +[2025-03-20 09:48:37,636 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9511 +[2025-03-20 09:48:37,813 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6706 +[2025-03-20 09:48:38,041 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3642 +[2025-03-20 09:48:38,483 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6270 +[2025-03-20 09:48:39,410 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6237 +[2025-03-20 09:48:39,597 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3471 +[2025-03-20 09:48:39,901 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9578 +[2025-03-20 09:48:40,353 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3419 +[2025-03-20 09:48:40,878 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5083 +[2025-03-20 09:48:41,088 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6233 +[2025-03-20 09:48:41,277 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3556 +[2025-03-20 09:48:41,496 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4383 +[2025-03-20 09:48:41,739 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.6439 +[2025-03-20 09:48:43,418 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0152 +[2025-03-20 09:48:43,584 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6251 +[2025-03-20 09:48:44,607 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 2.1506 +[2025-03-20 09:48:44,820 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7510 +[2025-03-20 09:48:45,407 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6196 +[2025-03-20 09:48:45,582 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2778 +[2025-03-20 09:48:46,272 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3630 +[2025-03-20 09:48:47,799 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5319 +[2025-03-20 09:48:52,373 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.4593 +[2025-03-20 09:48:52,616 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2509 +[2025-03-20 09:48:55,256 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0096 +[2025-03-20 09:48:55,654 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8033 +[2025-03-20 09:48:56,659 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:48:56,659 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:48:56,659 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] ceiling : 0.9383 0.9562 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] floor : 0.9803 0.9910 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] wall : 0.8229 0.9730 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] column : 0.1978 0.2229 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] window : 0.5406 0.5531 +[2025-03-20 09:48:56,659 INFO hook.py line 689 4037470] door : 0.7362 0.8314 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] table : 0.7943 0.9270 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] chair : 0.9139 0.9456 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] sofa : 0.7172 0.7270 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] bookcase : 0.7439 0.8286 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] board : 0.7681 0.8409 +[2025-03-20 09:48:56,660 INFO hook.py line 689 4037470] clutter : 0.6001 0.7094 +[2025-03-20 09:48:56,660 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:48:56,660 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6734/0.7312/0.8971. +[2025-03-20 09:48:56,660 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:48:56,663 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:48:56,663 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:49:43,421 INFO hook.py line 566 4037470] Train: [15/100][50/255] Data 0.002 (0.012) Batch 0.650 (0.706) Remain 04:17:23 loss: 0.1877 Lr: 2.93112e-03 +[2025-03-20 09:50:18,549 INFO hook.py line 566 4037470] Train: [15/100][100/255] Data 0.002 (0.007) Batch 0.656 (0.704) Remain 04:16:11 loss: 0.2397 Lr: 2.92818e-03 +[2025-03-20 09:50:53,835 INFO hook.py line 566 4037470] Train: [15/100][150/255] Data 0.002 (0.005) Batch 0.715 (0.705) Remain 04:15:47 loss: 0.2798 Lr: 2.92517e-03 +[2025-03-20 09:51:29,116 INFO hook.py line 566 4037470] Train: [15/100][200/255] Data 0.002 (0.004) Batch 0.715 (0.705) Remain 04:15:17 loss: 0.2051 Lr: 2.92211e-03 +[2025-03-20 09:52:03,863 INFO hook.py line 566 4037470] Train: [15/100][250/255] Data 0.002 (0.004) Batch 0.665 (0.703) Remain 04:13:58 loss: 0.1847 Lr: 2.91899e-03 +[2025-03-20 09:52:07,307 INFO misc.py line 135 4037470] Train result: loss: 0.2614 +[2025-03-20 09:52:07,534 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:52:34,961 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2324 +[2025-03-20 09:52:35,741 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3504 +[2025-03-20 09:52:37,596 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6866 +[2025-03-20 09:52:38,301 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1228 +[2025-03-20 09:52:38,721 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1127 +[2025-03-20 09:52:38,928 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.7724 +[2025-03-20 09:52:39,317 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.1947 +[2025-03-20 09:52:39,707 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1696 +[2025-03-20 09:52:40,136 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2751 +[2025-03-20 09:52:40,607 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8948 +[2025-03-20 09:52:40,784 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5593 +[2025-03-20 09:52:41,012 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3564 +[2025-03-20 09:52:41,454 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6274 +[2025-03-20 09:52:42,389 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6531 +[2025-03-20 09:52:42,574 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9798 +[2025-03-20 09:52:42,878 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9889 +[2025-03-20 09:52:43,328 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3794 +[2025-03-20 09:52:43,854 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5507 +[2025-03-20 09:52:44,064 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9959 +[2025-03-20 09:52:44,255 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3533 +[2025-03-20 09:52:44,474 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7473 +[2025-03-20 09:52:44,717 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8334 +[2025-03-20 09:52:46,394 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2883 +[2025-03-20 09:52:46,560 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5509 +[2025-03-20 09:52:47,583 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6462 +[2025-03-20 09:52:47,797 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6535 +[2025-03-20 09:52:48,382 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5064 +[2025-03-20 09:52:48,558 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2240 +[2025-03-20 09:52:49,247 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4833 +[2025-03-20 09:52:50,777 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4600 +[2025-03-20 09:52:55,308 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.5753 +[2025-03-20 09:52:55,550 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.8266 +[2025-03-20 09:52:58,190 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0858 +[2025-03-20 09:52:58,588 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9219 +[2025-03-20 09:52:59,598 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:52:59,598 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:52:59,598 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] ceiling : 0.9219 0.9626 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] floor : 0.9822 0.9911 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] wall : 0.8270 0.9628 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] beam : 0.0006 0.0058 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] column : 0.2233 0.2566 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] window : 0.6047 0.6245 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] door : 0.7021 0.7687 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] table : 0.8099 0.8965 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] chair : 0.8894 0.9516 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] sofa : 0.2444 0.2518 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] bookcase : 0.7382 0.8568 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] board : 0.7338 0.8472 +[2025-03-20 09:52:59,599 INFO hook.py line 689 4037470] clutter : 0.5454 0.6485 +[2025-03-20 09:52:59,599 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:52:59,599 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6325/0.6942/0.8918. +[2025-03-20 09:52:59,600 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:52:59,776 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:52:59,776 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:53:44,469 INFO hook.py line 566 4037470] Train: [16/100][50/255] Data 0.002 (0.002) Batch 0.740 (0.700) Remain 04:12:11 loss: 0.2872 Lr: 2.91548e-03 +[2025-03-20 09:54:19,596 INFO hook.py line 566 4037470] Train: [16/100][100/255] Data 0.002 (0.002) Batch 0.682 (0.701) Remain 04:12:07 loss: 0.3545 Lr: 2.91223e-03 +[2025-03-20 09:54:54,788 INFO hook.py line 566 4037470] Train: [16/100][150/255] Data 0.002 (0.002) Batch 0.671 (0.702) Remain 04:11:52 loss: 0.2515 Lr: 2.90893e-03 +[2025-03-20 09:55:30,003 INFO hook.py line 566 4037470] Train: [16/100][200/255] Data 0.003 (0.002) Batch 0.752 (0.703) Remain 04:11:29 loss: 0.2799 Lr: 2.90556e-03 +[2025-03-20 09:56:04,632 INFO hook.py line 566 4037470] Train: [16/100][250/255] Data 0.001 (0.002) Batch 0.685 (0.701) Remain 04:10:10 loss: 0.1976 Lr: 2.90213e-03 +[2025-03-20 09:56:08,134 INFO misc.py line 135 4037470] Train result: loss: 0.2563 +[2025-03-20 09:56:08,289 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 09:56:36,975 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3447 +[2025-03-20 09:56:37,415 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3340 +[2025-03-20 09:56:39,268 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5789 +[2025-03-20 09:56:39,974 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0427 +[2025-03-20 09:56:40,395 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1115 +[2025-03-20 09:56:40,602 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4368 +[2025-03-20 09:56:40,994 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3480 +[2025-03-20 09:56:41,382 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0946 +[2025-03-20 09:56:41,811 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4856 +[2025-03-20 09:56:42,275 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9189 +[2025-03-20 09:56:42,452 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5852 +[2025-03-20 09:56:42,683 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4193 +[2025-03-20 09:56:43,126 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5533 +[2025-03-20 09:56:44,065 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6937 +[2025-03-20 09:56:44,250 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.0393 +[2025-03-20 09:56:44,555 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9140 +[2025-03-20 09:56:45,006 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5736 +[2025-03-20 09:56:45,532 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6391 +[2025-03-20 09:56:45,742 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8597 +[2025-03-20 09:56:45,932 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4432 +[2025-03-20 09:56:46,151 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4630 +[2025-03-20 09:56:46,394 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7560 +[2025-03-20 09:56:48,072 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0804 +[2025-03-20 09:56:48,237 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.3445 +[2025-03-20 09:56:49,263 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1315 +[2025-03-20 09:56:49,478 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7767 +[2025-03-20 09:56:50,063 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6727 +[2025-03-20 09:56:50,239 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1821 +[2025-03-20 09:56:50,929 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3444 +[2025-03-20 09:56:52,457 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6230 +[2025-03-20 09:56:56,988 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1253 +[2025-03-20 09:56:57,231 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0778 +[2025-03-20 09:56:59,870 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9385 +[2025-03-20 09:57:00,268 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9488 +[2025-03-20 09:57:01,291 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 09:57:01,291 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 09:57:01,291 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] ceiling : 0.9437 0.9725 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] floor : 0.9755 0.9879 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] wall : 0.8308 0.9697 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] column : 0.1034 0.1045 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] window : 0.5838 0.6099 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] door : 0.7254 0.8157 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] table : 0.7597 0.8622 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] chair : 0.8090 0.8442 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] sofa : 0.4767 0.6968 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] bookcase : 0.7415 0.8188 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] board : 0.7478 0.8282 +[2025-03-20 09:57:01,291 INFO hook.py line 689 4037470] clutter : 0.5676 0.7069 +[2025-03-20 09:57:01,291 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 09:57:01,291 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6358/0.7090/0.8925. +[2025-03-20 09:57:01,292 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 09:57:01,333 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 09:57:01,334 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 09:57:52,369 INFO hook.py line 566 4037470] Train: [17/100][50/255] Data 0.003 (0.002) Batch 0.755 (0.702) Remain 04:10:04 loss: 0.4161 Lr: 2.89830e-03 +[2025-03-20 09:58:27,423 INFO hook.py line 566 4037470] Train: [17/100][100/255] Data 0.003 (0.002) Batch 0.742 (0.702) Remain 04:09:17 loss: 0.2536 Lr: 2.89475e-03 +[2025-03-20 09:59:02,705 INFO hook.py line 566 4037470] Train: [17/100][150/255] Data 0.002 (0.002) Batch 0.715 (0.703) Remain 04:09:12 loss: 0.2692 Lr: 2.89114e-03 +[2025-03-20 09:59:37,840 INFO hook.py line 566 4037470] Train: [17/100][200/255] Data 0.003 (0.002) Batch 0.682 (0.703) Remain 04:08:35 loss: 0.2674 Lr: 2.88747e-03 +[2025-03-20 10:00:12,421 INFO hook.py line 566 4037470] Train: [17/100][250/255] Data 0.002 (0.002) Batch 0.660 (0.701) Remain 04:07:12 loss: 0.3496 Lr: 2.88375e-03 +[2025-03-20 10:00:15,924 INFO misc.py line 135 4037470] Train result: loss: 0.2483 +[2025-03-20 10:00:16,064 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:00:47,336 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3455 +[2025-03-20 10:00:47,776 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5913 +[2025-03-20 10:00:49,632 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.9036 +[2025-03-20 10:00:50,341 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1781 +[2025-03-20 10:00:50,761 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1258 +[2025-03-20 10:00:50,970 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4915 +[2025-03-20 10:00:51,363 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3723 +[2025-03-20 10:00:51,748 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1061 +[2025-03-20 10:00:52,179 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5055 +[2025-03-20 10:00:52,640 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0181 +[2025-03-20 10:00:52,821 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6607 +[2025-03-20 10:00:53,048 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2951 +[2025-03-20 10:00:53,494 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.8743 +[2025-03-20 10:00:54,424 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3732 +[2025-03-20 10:00:54,613 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.7638 +[2025-03-20 10:00:54,917 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8341 +[2025-03-20 10:00:55,367 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4019 +[2025-03-20 10:00:55,893 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.8615 +[2025-03-20 10:00:56,103 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1560 +[2025-03-20 10:00:56,293 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5005 +[2025-03-20 10:00:56,512 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.8722 +[2025-03-20 10:00:56,754 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9844 +[2025-03-20 10:00:58,431 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3298 +[2025-03-20 10:00:58,597 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.1540 +[2025-03-20 10:00:59,621 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8648 +[2025-03-20 10:00:59,836 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6284 +[2025-03-20 10:01:00,421 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7041 +[2025-03-20 10:01:00,598 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1736 +[2025-03-20 10:01:01,286 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2713 +[2025-03-20 10:01:02,814 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6296 +[2025-03-20 10:01:07,347 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8394 +[2025-03-20 10:01:07,590 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1074 +[2025-03-20 10:01:10,229 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2300 +[2025-03-20 10:01:10,626 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7291 +[2025-03-20 10:01:11,675 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:01:11,675 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:01:11,675 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] ceiling : 0.9396 0.9545 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] floor : 0.9824 0.9900 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] wall : 0.8272 0.9578 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] column : 0.3815 0.4750 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] window : 0.4752 0.4859 +[2025-03-20 10:01:11,675 INFO hook.py line 689 4037470] door : 0.5922 0.7003 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] table : 0.8227 0.9033 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] chair : 0.9077 0.9398 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] sofa : 0.6862 0.7033 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] bookcase : 0.6662 0.7125 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] board : 0.6779 0.8554 +[2025-03-20 10:01:11,676 INFO hook.py line 689 4037470] clutter : 0.5502 0.7860 +[2025-03-20 10:01:11,676 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:01:11,676 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6545/0.7280/0.8843. +[2025-03-20 10:01:11,676 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:01:11,678 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:01:11,678 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:01:59,620 INFO hook.py line 566 4037470] Train: [18/100][50/255] Data 0.002 (0.002) Batch 0.692 (0.699) Remain 04:06:04 loss: 0.3115 Lr: 2.87958e-03 +[2025-03-20 10:02:34,898 INFO hook.py line 566 4037470] Train: [18/100][100/255] Data 0.002 (0.002) Batch 0.706 (0.702) Remain 04:06:38 loss: 0.2571 Lr: 2.87574e-03 +[2025-03-20 10:03:10,307 INFO hook.py line 566 4037470] Train: [18/100][150/255] Data 0.002 (0.002) Batch 0.691 (0.704) Remain 04:06:43 loss: 0.3224 Lr: 2.87183e-03 +[2025-03-20 10:03:45,071 INFO hook.py line 566 4037470] Train: [18/100][200/255] Data 0.002 (0.002) Batch 0.694 (0.702) Remain 04:05:19 loss: 0.2938 Lr: 2.86787e-03 +[2025-03-20 10:04:19,769 INFO hook.py line 566 4037470] Train: [18/100][250/255] Data 0.002 (0.002) Batch 0.666 (0.700) Remain 04:04:10 loss: 0.1964 Lr: 2.86385e-03 +[2025-03-20 10:04:23,213 INFO misc.py line 135 4037470] Train result: loss: 0.2417 +[2025-03-20 10:04:23,323 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:04:53,957 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.1356 +[2025-03-20 10:04:54,420 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1386 +[2025-03-20 10:04:56,273 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6165 +[2025-03-20 10:04:56,978 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1916 +[2025-03-20 10:04:57,402 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1246 +[2025-03-20 10:04:57,611 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3325 +[2025-03-20 10:04:58,003 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3016 +[2025-03-20 10:04:58,404 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0760 +[2025-03-20 10:04:58,833 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4835 +[2025-03-20 10:04:59,294 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8451 +[2025-03-20 10:04:59,471 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4042 +[2025-03-20 10:04:59,700 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3910 +[2025-03-20 10:05:00,142 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6031 +[2025-03-20 10:05:01,077 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.7010 +[2025-03-20 10:05:01,263 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4438 +[2025-03-20 10:05:01,568 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.4172 +[2025-03-20 10:05:02,019 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5805 +[2025-03-20 10:05:02,544 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5629 +[2025-03-20 10:05:02,755 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6865 +[2025-03-20 10:05:02,945 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3947 +[2025-03-20 10:05:03,164 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4555 +[2025-03-20 10:05:03,407 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8226 +[2025-03-20 10:05:05,087 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2750 +[2025-03-20 10:05:05,253 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8287 +[2025-03-20 10:05:06,277 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5990 +[2025-03-20 10:05:06,491 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.0214 +[2025-03-20 10:05:07,076 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7790 +[2025-03-20 10:05:07,251 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0887 +[2025-03-20 10:05:07,941 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2290 +[2025-03-20 10:05:09,470 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5408 +[2025-03-20 10:05:14,088 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6957 +[2025-03-20 10:05:14,331 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7281 +[2025-03-20 10:05:16,970 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1197 +[2025-03-20 10:05:17,368 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7736 +[2025-03-20 10:05:18,428 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:05:18,428 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:05:18,428 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] ceiling : 0.9422 0.9533 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] floor : 0.9814 0.9880 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] wall : 0.8461 0.9537 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] column : 0.0854 0.0857 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] window : 0.5611 0.5836 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] door : 0.7542 0.9391 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] table : 0.8219 0.9093 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] chair : 0.8916 0.9443 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] sofa : 0.5161 0.5257 +[2025-03-20 10:05:18,428 INFO hook.py line 689 4037470] bookcase : 0.7448 0.8127 +[2025-03-20 10:05:18,429 INFO hook.py line 689 4037470] board : 0.7899 0.8895 +[2025-03-20 10:05:18,429 INFO hook.py line 689 4037470] clutter : 0.6175 0.8316 +[2025-03-20 10:05:18,429 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:05:18,429 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6579/0.7244/0.9010. +[2025-03-20 10:05:18,429 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:05:18,498 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:05:18,498 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:06:03,211 INFO hook.py line 566 4037470] Train: [19/100][50/255] Data 0.002 (0.002) Batch 0.683 (0.703) Remain 04:04:17 loss: 0.3214 Lr: 2.85936e-03 +[2025-03-20 10:06:38,324 INFO hook.py line 566 4037470] Train: [19/100][100/255] Data 0.002 (0.002) Batch 0.793 (0.702) Remain 04:03:38 loss: 0.3237 Lr: 2.85522e-03 +[2025-03-20 10:07:13,526 INFO hook.py line 566 4037470] Train: [19/100][150/255] Data 0.002 (0.002) Batch 0.664 (0.703) Remain 04:03:14 loss: 0.3072 Lr: 2.85102e-03 +[2025-03-20 10:07:48,526 INFO hook.py line 566 4037470] Train: [19/100][200/255] Data 0.002 (0.002) Batch 0.722 (0.702) Remain 04:02:23 loss: 0.2394 Lr: 2.84677e-03 +[2025-03-20 10:08:23,211 INFO hook.py line 566 4037470] Train: [19/100][250/255] Data 0.002 (0.002) Batch 0.686 (0.701) Remain 04:01:12 loss: 0.2406 Lr: 2.84246e-03 +[2025-03-20 10:08:26,741 INFO misc.py line 135 4037470] Train result: loss: 0.2445 +[2025-03-20 10:08:26,772 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:08:57,554 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3104 +[2025-03-20 10:08:57,995 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3198 +[2025-03-20 10:08:59,848 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6972 +[2025-03-20 10:09:00,554 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9209 +[2025-03-20 10:09:00,975 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1185 +[2025-03-20 10:09:01,181 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4781 +[2025-03-20 10:09:01,572 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2994 +[2025-03-20 10:09:01,956 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1070 +[2025-03-20 10:09:02,384 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3682 +[2025-03-20 10:09:02,848 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2899 +[2025-03-20 10:09:03,025 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6651 +[2025-03-20 10:09:03,252 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4449 +[2025-03-20 10:09:03,695 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.8119 +[2025-03-20 10:09:04,625 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4349 +[2025-03-20 10:09:04,810 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7504 +[2025-03-20 10:09:05,114 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9027 +[2025-03-20 10:09:05,565 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3652 +[2025-03-20 10:09:06,090 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6889 +[2025-03-20 10:09:06,300 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0164 +[2025-03-20 10:09:06,490 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5873 +[2025-03-20 10:09:06,709 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4501 +[2025-03-20 10:09:06,952 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2804 +[2025-03-20 10:09:08,631 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2440 +[2025-03-20 10:09:08,797 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.2681 +[2025-03-20 10:09:09,820 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5287 +[2025-03-20 10:09:10,034 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.0775 +[2025-03-20 10:09:10,620 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.9183 +[2025-03-20 10:09:10,795 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3813 +[2025-03-20 10:09:11,485 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2727 +[2025-03-20 10:09:13,012 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6391 +[2025-03-20 10:09:17,574 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6903 +[2025-03-20 10:09:17,817 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3653 +[2025-03-20 10:09:20,455 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0852 +[2025-03-20 10:09:20,852 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1408 +[2025-03-20 10:09:21,912 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:09:21,912 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:09:21,912 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] ceiling : 0.9298 0.9574 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] floor : 0.9803 0.9914 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] wall : 0.7983 0.9682 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] beam : 0.0041 0.0331 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] column : 0.1535 0.1634 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] window : 0.5030 0.5387 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] door : 0.6469 0.7735 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] table : 0.8059 0.8996 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] chair : 0.8984 0.9240 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] sofa : 0.7279 0.8327 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] bookcase : 0.7350 0.8147 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] board : 0.7337 0.8431 +[2025-03-20 10:09:21,912 INFO hook.py line 689 4037470] clutter : 0.5914 0.6772 +[2025-03-20 10:09:21,912 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:09:21,912 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6545/0.7244/0.8873. +[2025-03-20 10:09:21,913 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:09:21,988 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:09:21,988 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:10:09,173 INFO hook.py line 566 4037470] Train: [20/100][50/255] Data 0.002 (0.015) Batch 0.705 (0.718) Remain 04:06:38 loss: 0.2520 Lr: 2.83765e-03 +[2025-03-20 10:10:44,098 INFO hook.py line 566 4037470] Train: [20/100][100/255] Data 0.002 (0.008) Batch 0.681 (0.708) Remain 04:02:33 loss: 0.2540 Lr: 2.83322e-03 +[2025-03-20 10:11:18,835 INFO hook.py line 566 4037470] Train: [20/100][150/255] Data 0.002 (0.006) Batch 0.690 (0.704) Remain 04:00:25 loss: 0.1826 Lr: 2.82874e-03 +[2025-03-20 10:11:54,125 INFO hook.py line 566 4037470] Train: [20/100][200/255] Data 0.002 (0.005) Batch 0.709 (0.704) Remain 04:00:02 loss: 0.2164 Lr: 2.82420e-03 +[2025-03-20 10:12:29,021 INFO hook.py line 566 4037470] Train: [20/100][250/255] Data 0.002 (0.005) Batch 0.658 (0.703) Remain 03:59:01 loss: 0.2764 Lr: 2.81960e-03 +[2025-03-20 10:12:32,473 INFO misc.py line 135 4037470] Train result: loss: 0.2355 +[2025-03-20 10:12:32,538 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:13:02,712 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4436 +[2025-03-20 10:13:03,151 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3595 +[2025-03-20 10:13:05,004 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.8094 +[2025-03-20 10:13:05,709 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1107 +[2025-03-20 10:13:06,133 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1239 +[2025-03-20 10:13:06,341 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3336 +[2025-03-20 10:13:06,733 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3325 +[2025-03-20 10:13:07,118 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0898 +[2025-03-20 10:13:07,545 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4493 +[2025-03-20 10:13:08,005 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1859 +[2025-03-20 10:13:08,183 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.7854 +[2025-03-20 10:13:08,410 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3968 +[2025-03-20 10:13:08,854 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6650 +[2025-03-20 10:13:09,782 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5534 +[2025-03-20 10:13:09,968 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9996 +[2025-03-20 10:13:10,272 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6376 +[2025-03-20 10:13:10,724 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.6310 +[2025-03-20 10:13:11,249 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6653 +[2025-03-20 10:13:11,459 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7024 +[2025-03-20 10:13:11,649 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4424 +[2025-03-20 10:13:11,868 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5298 +[2025-03-20 10:13:12,111 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9021 +[2025-03-20 10:13:13,794 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0528 +[2025-03-20 10:13:13,959 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6843 +[2025-03-20 10:13:14,984 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6415 +[2025-03-20 10:13:15,198 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.9398 +[2025-03-20 10:13:15,783 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7447 +[2025-03-20 10:13:15,959 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2414 +[2025-03-20 10:13:16,648 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3103 +[2025-03-20 10:13:18,176 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4358 +[2025-03-20 10:13:22,821 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8887 +[2025-03-20 10:13:23,067 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0202 +[2025-03-20 10:13:25,705 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1012 +[2025-03-20 10:13:26,103 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9671 +[2025-03-20 10:13:27,169 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:13:27,169 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:13:27,169 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:13:27,169 INFO hook.py line 689 4037470] ceiling : 0.9261 0.9580 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] floor : 0.9798 0.9903 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] wall : 0.8303 0.9677 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] column : 0.1954 0.2056 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] window : 0.5148 0.5496 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] door : 0.7197 0.9037 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] table : 0.7710 0.9299 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] chair : 0.9072 0.9485 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] sofa : 0.5832 0.5865 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] bookcase : 0.7236 0.8104 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] board : 0.7033 0.7745 +[2025-03-20 10:13:27,170 INFO hook.py line 689 4037470] clutter : 0.5602 0.6645 +[2025-03-20 10:13:27,170 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:13:27,170 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6473/0.7146/0.8907. +[2025-03-20 10:13:27,170 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:13:27,172 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:13:27,172 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:14:14,010 INFO hook.py line 566 4037470] Train: [21/100][50/255] Data 0.003 (0.071) Batch 0.728 (0.776) Remain 04:23:11 loss: 0.2178 Lr: 2.81448e-03 +[2025-03-20 10:14:49,095 INFO hook.py line 566 4037470] Train: [21/100][100/255] Data 0.002 (0.035) Batch 0.698 (0.738) Remain 04:09:35 loss: 0.1970 Lr: 2.80977e-03 +[2025-03-20 10:15:24,340 INFO hook.py line 566 4037470] Train: [21/100][150/255] Data 0.003 (0.024) Batch 0.733 (0.727) Remain 04:05:12 loss: 0.1511 Lr: 2.80500e-03 +[2025-03-20 10:15:59,399 INFO hook.py line 566 4037470] Train: [21/100][200/255] Data 0.002 (0.019) Batch 0.744 (0.720) Remain 04:02:26 loss: 0.2091 Lr: 2.80018e-03 +[2025-03-20 10:16:34,162 INFO hook.py line 566 4037470] Train: [21/100][250/255] Data 0.002 (0.015) Batch 0.675 (0.715) Remain 04:00:08 loss: 0.2149 Lr: 2.79530e-03 +[2025-03-20 10:16:37,643 INFO misc.py line 135 4037470] Train result: loss: 0.2279 +[2025-03-20 10:16:37,714 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:17:04,046 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3316 +[2025-03-20 10:17:06,836 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4563 +[2025-03-20 10:17:09,036 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5494 +[2025-03-20 10:17:09,742 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0394 +[2025-03-20 10:17:10,166 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1099 +[2025-03-20 10:17:10,374 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4796 +[2025-03-20 10:17:10,768 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2700 +[2025-03-20 10:17:11,169 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0670 +[2025-03-20 10:17:11,599 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4462 +[2025-03-20 10:17:12,090 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0571 +[2025-03-20 10:17:12,271 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5164 +[2025-03-20 10:17:12,499 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3948 +[2025-03-20 10:17:12,945 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6595 +[2025-03-20 10:17:13,875 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5355 +[2025-03-20 10:17:14,061 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6823 +[2025-03-20 10:17:14,366 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.5918 +[2025-03-20 10:17:14,817 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3166 +[2025-03-20 10:17:15,344 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5551 +[2025-03-20 10:17:15,554 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8914 +[2025-03-20 10:17:15,744 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3480 +[2025-03-20 10:17:15,963 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.2944 +[2025-03-20 10:17:16,207 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7167 +[2025-03-20 10:17:17,888 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2267 +[2025-03-20 10:17:18,054 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.1871 +[2025-03-20 10:17:19,079 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2029 +[2025-03-20 10:17:19,292 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6853 +[2025-03-20 10:17:19,879 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6401 +[2025-03-20 10:17:20,055 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1345 +[2025-03-20 10:17:20,746 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3334 +[2025-03-20 10:17:22,274 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4756 +[2025-03-20 10:17:26,807 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8987 +[2025-03-20 10:17:27,050 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7807 +[2025-03-20 10:17:29,741 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2967 +[2025-03-20 10:17:30,139 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0174 +[2025-03-20 10:17:31,244 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:17:31,244 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:17:31,244 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] ceiling : 0.9275 0.9496 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] floor : 0.9823 0.9917 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] wall : 0.8207 0.9272 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] beam : 0.0045 0.1601 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] column : 0.2838 0.3488 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] window : 0.5768 0.5940 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] door : 0.7643 0.9245 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] table : 0.7691 0.9275 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] chair : 0.8994 0.9280 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] sofa : 0.5079 0.5111 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] bookcase : 0.7331 0.8257 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] board : 0.6423 0.8673 +[2025-03-20 10:17:31,244 INFO hook.py line 689 4037470] clutter : 0.5764 0.7095 +[2025-03-20 10:17:31,244 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:17:31,245 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6529/0.7435/0.8882. +[2025-03-20 10:17:31,245 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:17:31,264 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:17:31,264 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:18:25,227 INFO hook.py line 566 4037470] Train: [22/100][50/255] Data 0.002 (0.002) Batch 0.687 (0.711) Remain 03:57:58 loss: 0.1344 Lr: 2.78987e-03 +[2025-03-20 10:19:00,353 INFO hook.py line 566 4037470] Train: [22/100][100/255] Data 0.002 (0.002) Batch 0.706 (0.706) Remain 03:56:00 loss: 0.2932 Lr: 2.78488e-03 +[2025-03-20 10:19:35,588 INFO hook.py line 566 4037470] Train: [22/100][150/255] Data 0.002 (0.002) Batch 0.699 (0.706) Remain 03:55:12 loss: 0.2530 Lr: 2.77983e-03 +[2025-03-20 10:20:10,484 INFO hook.py line 566 4037470] Train: [22/100][200/255] Data 0.002 (0.002) Batch 0.653 (0.704) Remain 03:53:57 loss: 0.2180 Lr: 2.77473e-03 +[2025-03-20 10:20:45,646 INFO hook.py line 566 4037470] Train: [22/100][250/255] Data 0.002 (0.002) Batch 0.697 (0.704) Remain 03:53:20 loss: 0.2244 Lr: 2.76958e-03 +[2025-03-20 10:20:49,036 INFO misc.py line 135 4037470] Train result: loss: 0.2215 +[2025-03-20 10:20:49,099 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:21:19,772 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2450 +[2025-03-20 10:21:20,221 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4639 +[2025-03-20 10:21:22,074 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6062 +[2025-03-20 10:21:22,781 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0941 +[2025-03-20 10:21:23,204 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0974 +[2025-03-20 10:21:23,410 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3939 +[2025-03-20 10:21:23,802 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3664 +[2025-03-20 10:21:24,190 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0666 +[2025-03-20 10:21:24,622 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4184 +[2025-03-20 10:21:25,086 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1479 +[2025-03-20 10:21:25,265 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4632 +[2025-03-20 10:21:25,503 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2572 +[2025-03-20 10:21:25,948 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7343 +[2025-03-20 10:21:26,879 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3141 +[2025-03-20 10:21:27,066 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.7612 +[2025-03-20 10:21:27,378 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9518 +[2025-03-20 10:21:27,833 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4607 +[2025-03-20 10:21:28,362 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4606 +[2025-03-20 10:21:28,576 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6692 +[2025-03-20 10:21:28,768 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4101 +[2025-03-20 10:21:28,991 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.2986 +[2025-03-20 10:21:29,234 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8338 +[2025-03-20 10:21:30,912 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1208 +[2025-03-20 10:21:31,081 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.1673 +[2025-03-20 10:21:32,105 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1892 +[2025-03-20 10:21:32,320 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5031 +[2025-03-20 10:21:32,906 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6207 +[2025-03-20 10:21:33,082 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0902 +[2025-03-20 10:21:33,770 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2705 +[2025-03-20 10:21:35,301 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5075 +[2025-03-20 10:21:39,870 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.4784 +[2025-03-20 10:21:40,112 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1566 +[2025-03-20 10:21:42,751 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2480 +[2025-03-20 10:21:43,148 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9300 +[2025-03-20 10:21:44,174 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:21:44,175 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:21:44,175 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] ceiling : 0.9347 0.9486 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] floor : 0.9805 0.9902 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] wall : 0.8523 0.9686 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] column : 0.3267 0.3616 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] window : 0.5752 0.5852 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] door : 0.7603 0.9023 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] table : 0.7951 0.8483 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] chair : 0.8793 0.9488 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] sofa : 0.6324 0.7999 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] bookcase : 0.7114 0.7777 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] board : 0.7628 0.8935 +[2025-03-20 10:21:44,175 INFO hook.py line 689 4037470] clutter : 0.5923 0.7871 +[2025-03-20 10:21:44,175 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:21:44,175 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6772/0.7548/0.8996. +[2025-03-20 10:21:44,176 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:21:44,237 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:21:44,237 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:22:33,056 INFO hook.py line 566 4037470] Train: [23/100][50/255] Data 0.002 (0.041) Batch 0.672 (0.753) Remain 04:09:06 loss: 0.1792 Lr: 2.76385e-03 +[2025-03-20 10:23:08,163 INFO hook.py line 566 4037470] Train: [23/100][100/255] Data 0.002 (0.021) Batch 0.688 (0.727) Remain 03:59:46 loss: 0.1590 Lr: 2.75859e-03 +[2025-03-20 10:23:43,367 INFO hook.py line 566 4037470] Train: [23/100][150/255] Data 0.002 (0.015) Batch 0.677 (0.719) Remain 03:56:36 loss: 0.2501 Lr: 2.75327e-03 +[2025-03-20 10:24:18,360 INFO hook.py line 566 4037470] Train: [23/100][200/255] Data 0.002 (0.011) Batch 0.719 (0.714) Remain 03:54:23 loss: 0.1215 Lr: 2.74790e-03 +[2025-03-20 10:24:52,854 INFO hook.py line 566 4037470] Train: [23/100][250/255] Data 0.002 (0.010) Batch 0.736 (0.709) Remain 03:52:11 loss: 0.3133 Lr: 2.74248e-03 +[2025-03-20 10:24:56,342 INFO misc.py line 135 4037470] Train result: loss: 0.2300 +[2025-03-20 10:24:56,407 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:25:26,423 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3828 +[2025-03-20 10:25:26,864 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3830 +[2025-03-20 10:25:28,720 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5977 +[2025-03-20 10:25:29,428 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0744 +[2025-03-20 10:25:29,848 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1526 +[2025-03-20 10:25:30,056 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4069 +[2025-03-20 10:25:30,453 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3769 +[2025-03-20 10:25:30,872 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1043 +[2025-03-20 10:25:31,305 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3978 +[2025-03-20 10:25:31,769 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7018 +[2025-03-20 10:25:31,949 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4681 +[2025-03-20 10:25:32,178 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2818 +[2025-03-20 10:25:32,624 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6301 +[2025-03-20 10:25:33,550 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6430 +[2025-03-20 10:25:33,736 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7991 +[2025-03-20 10:25:34,040 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6442 +[2025-03-20 10:25:34,491 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5015 +[2025-03-20 10:25:35,017 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5294 +[2025-03-20 10:25:35,227 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.3254 +[2025-03-20 10:25:35,417 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6772 +[2025-03-20 10:25:35,636 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3422 +[2025-03-20 10:25:35,880 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.5997 +[2025-03-20 10:25:37,557 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0043 +[2025-03-20 10:25:37,724 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7642 +[2025-03-20 10:25:38,750 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5859 +[2025-03-20 10:25:38,964 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4235 +[2025-03-20 10:25:39,550 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6232 +[2025-03-20 10:25:39,728 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.6530 +[2025-03-20 10:25:40,419 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2343 +[2025-03-20 10:25:41,950 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.3470 +[2025-03-20 10:25:46,486 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1914 +[2025-03-20 10:25:46,728 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.5082 +[2025-03-20 10:25:49,418 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.8551 +[2025-03-20 10:25:49,815 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7931 +[2025-03-20 10:25:50,820 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:25:50,821 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:25:50,821 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] ceiling : 0.9419 0.9637 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] floor : 0.9802 0.9885 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] wall : 0.8371 0.9557 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] beam : 0.0020 0.0233 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] column : 0.3640 0.4370 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] window : 0.6027 0.6493 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] door : 0.5955 0.6937 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] table : 0.8072 0.8788 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] chair : 0.8995 0.9585 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] sofa : 0.7179 0.7830 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] bookcase : 0.7357 0.8635 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] board : 0.7477 0.9006 +[2025-03-20 10:25:50,821 INFO hook.py line 689 4037470] clutter : 0.5676 0.6766 +[2025-03-20 10:25:50,821 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:25:50,821 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6769/0.7517/0.8961. +[2025-03-20 10:25:50,822 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:25:50,828 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:25:50,829 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:26:34,937 INFO hook.py line 566 4037470] Train: [24/100][50/255] Data 0.002 (0.002) Batch 0.715 (0.709) Remain 03:51:20 loss: 0.2190 Lr: 2.73645e-03 +[2025-03-20 10:27:10,268 INFO hook.py line 566 4037470] Train: [24/100][100/255] Data 0.002 (0.002) Batch 0.589 (0.708) Remain 03:50:23 loss: 0.2031 Lr: 2.73092e-03 +[2025-03-20 10:27:45,490 INFO hook.py line 566 4037470] Train: [24/100][150/255] Data 0.002 (0.002) Batch 0.678 (0.707) Remain 03:49:27 loss: 0.1785 Lr: 2.72533e-03 +[2025-03-20 10:28:20,499 INFO hook.py line 566 4037470] Train: [24/100][200/255] Data 0.002 (0.002) Batch 0.698 (0.705) Remain 03:48:20 loss: 0.1158 Lr: 2.71970e-03 +[2025-03-20 10:28:55,367 INFO hook.py line 566 4037470] Train: [24/100][250/255] Data 0.002 (0.002) Batch 0.694 (0.703) Remain 03:47:15 loss: 0.3265 Lr: 2.71401e-03 +[2025-03-20 10:28:58,811 INFO misc.py line 135 4037470] Train result: loss: 0.2147 +[2025-03-20 10:28:58,877 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:29:28,685 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4007 +[2025-03-20 10:29:29,124 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2966 +[2025-03-20 10:29:30,977 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6283 +[2025-03-20 10:29:31,683 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0548 +[2025-03-20 10:29:32,102 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0978 +[2025-03-20 10:29:32,308 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3616 +[2025-03-20 10:29:32,697 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2432 +[2025-03-20 10:29:33,082 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1064 +[2025-03-20 10:29:33,511 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3348 +[2025-03-20 10:29:33,973 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9696 +[2025-03-20 10:29:34,150 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6464 +[2025-03-20 10:29:34,378 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3269 +[2025-03-20 10:29:34,821 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6093 +[2025-03-20 10:29:35,749 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5365 +[2025-03-20 10:29:35,934 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3822 +[2025-03-20 10:29:36,238 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6486 +[2025-03-20 10:29:36,689 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3139 +[2025-03-20 10:29:37,215 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5518 +[2025-03-20 10:29:37,425 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6999 +[2025-03-20 10:29:37,616 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3943 +[2025-03-20 10:29:37,835 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3876 +[2025-03-20 10:29:38,078 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8548 +[2025-03-20 10:29:39,758 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2456 +[2025-03-20 10:29:39,924 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.2764 +[2025-03-20 10:29:40,949 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 2.0266 +[2025-03-20 10:29:41,163 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7285 +[2025-03-20 10:29:41,749 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5600 +[2025-03-20 10:29:41,926 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1962 +[2025-03-20 10:29:42,615 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2652 +[2025-03-20 10:29:44,147 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.3514 +[2025-03-20 10:29:48,705 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.5775 +[2025-03-20 10:29:48,948 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1412 +[2025-03-20 10:29:51,593 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2195 +[2025-03-20 10:29:51,991 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7886 +[2025-03-20 10:29:53,024 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:29:53,024 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:29:53,024 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:29:53,024 INFO hook.py line 689 4037470] ceiling : 0.9213 0.9427 +[2025-03-20 10:29:53,024 INFO hook.py line 689 4037470] floor : 0.9785 0.9905 +[2025-03-20 10:29:53,024 INFO hook.py line 689 4037470] wall : 0.8067 0.9734 +[2025-03-20 10:29:53,024 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:29:53,024 INFO hook.py line 689 4037470] column : 0.3584 0.4019 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] window : 0.5503 0.5738 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] door : 0.7296 0.8248 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] table : 0.7771 0.8385 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] chair : 0.8953 0.9419 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] sofa : 0.6347 0.6826 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] bookcase : 0.7231 0.7986 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] board : 0.7522 0.8308 +[2025-03-20 10:29:53,025 INFO hook.py line 689 4037470] clutter : 0.5717 0.6878 +[2025-03-20 10:29:53,025 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:29:53,025 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6691/0.7298/0.8896. +[2025-03-20 10:29:53,025 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:29:53,037 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:29:53,039 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:30:38,512 INFO hook.py line 566 4037470] Train: [25/100][50/255] Data 0.002 (0.002) Batch 0.714 (0.700) Remain 03:45:27 loss: 0.2740 Lr: 2.70770e-03 +[2025-03-20 10:31:13,165 INFO hook.py line 566 4037470] Train: [25/100][100/255] Data 0.002 (0.002) Batch 0.677 (0.696) Remain 03:43:45 loss: 0.2516 Lr: 2.70190e-03 +[2025-03-20 10:31:48,331 INFO hook.py line 566 4037470] Train: [25/100][150/255] Data 0.002 (0.002) Batch 0.729 (0.699) Remain 03:43:56 loss: 0.1379 Lr: 2.69606e-03 +[2025-03-20 10:32:23,614 INFO hook.py line 566 4037470] Train: [25/100][200/255] Data 0.002 (0.002) Batch 0.698 (0.700) Remain 03:43:55 loss: 0.2271 Lr: 2.69016e-03 +[2025-03-20 10:32:58,524 INFO hook.py line 566 4037470] Train: [25/100][250/255] Data 0.002 (0.002) Batch 0.691 (0.700) Remain 03:43:11 loss: 0.1704 Lr: 2.68422e-03 +[2025-03-20 10:33:01,966 INFO misc.py line 135 4037470] Train result: loss: 0.2069 +[2025-03-20 10:33:02,305 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:33:30,494 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4124 +[2025-03-20 10:33:30,937 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3818 +[2025-03-20 10:33:32,793 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6223 +[2025-03-20 10:33:33,500 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.4118 +[2025-03-20 10:33:33,925 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1013 +[2025-03-20 10:33:34,132 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3675 +[2025-03-20 10:33:34,523 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2633 +[2025-03-20 10:33:34,909 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0749 +[2025-03-20 10:33:35,339 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4227 +[2025-03-20 10:33:35,802 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2015 +[2025-03-20 10:33:35,981 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4969 +[2025-03-20 10:33:36,209 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3113 +[2025-03-20 10:33:36,654 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6762 +[2025-03-20 10:33:37,590 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5752 +[2025-03-20 10:33:37,779 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2019 +[2025-03-20 10:33:38,083 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1012 +[2025-03-20 10:33:38,536 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4611 +[2025-03-20 10:33:39,062 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5911 +[2025-03-20 10:33:39,273 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5254 +[2025-03-20 10:33:39,465 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.7288 +[2025-03-20 10:33:39,684 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7654 +[2025-03-20 10:33:39,927 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2500 +[2025-03-20 10:33:41,608 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2245 +[2025-03-20 10:33:41,774 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7412 +[2025-03-20 10:33:42,800 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4372 +[2025-03-20 10:33:43,017 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 1.1307 +[2025-03-20 10:33:43,606 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.9424 +[2025-03-20 10:33:43,785 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1054 +[2025-03-20 10:33:44,476 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2733 +[2025-03-20 10:33:46,007 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4648 +[2025-03-20 10:33:50,547 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6130 +[2025-03-20 10:33:50,792 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8777 +[2025-03-20 10:33:53,436 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1287 +[2025-03-20 10:33:53,837 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1456 +[2025-03-20 10:33:55,023 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:33:55,023 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:33:55,024 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] ceiling : 0.9458 0.9639 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] floor : 0.9780 0.9878 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] wall : 0.8396 0.9667 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] column : 0.1562 0.1585 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] window : 0.4437 0.4536 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] door : 0.7420 0.9312 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] table : 0.7783 0.8495 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] chair : 0.8948 0.9574 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] sofa : 0.5525 0.5638 +[2025-03-20 10:33:55,024 INFO hook.py line 689 4037470] bookcase : 0.7500 0.8324 +[2025-03-20 10:33:55,025 INFO hook.py line 689 4037470] board : 0.7355 0.8292 +[2025-03-20 10:33:55,025 INFO hook.py line 689 4037470] clutter : 0.5945 0.7642 +[2025-03-20 10:33:55,025 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:33:55,025 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6470/0.7122/0.8967. +[2025-03-20 10:33:55,029 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:33:55,211 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:33:55,211 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:34:40,384 INFO hook.py line 566 4037470] Train: [26/100][50/255] Data 0.001 (0.002) Batch 0.717 (0.708) Remain 03:45:08 loss: 0.3147 Lr: 2.67762e-03 +[2025-03-20 10:35:15,486 INFO hook.py line 566 4037470] Train: [26/100][100/255] Data 0.002 (0.002) Batch 0.716 (0.705) Remain 03:43:33 loss: 0.1797 Lr: 2.67157e-03 +[2025-03-20 10:35:50,617 INFO hook.py line 566 4037470] Train: [26/100][150/255] Data 0.002 (0.002) Batch 0.739 (0.704) Remain 03:42:42 loss: 0.2232 Lr: 2.66548e-03 +[2025-03-20 10:36:25,335 INFO hook.py line 566 4037470] Train: [26/100][200/255] Data 0.002 (0.002) Batch 0.696 (0.702) Remain 03:41:19 loss: 0.2401 Lr: 2.65933e-03 +[2025-03-20 10:37:00,075 INFO hook.py line 566 4037470] Train: [26/100][250/255] Data 0.002 (0.002) Batch 0.690 (0.700) Remain 03:40:18 loss: 0.2527 Lr: 2.65313e-03 +[2025-03-20 10:37:03,503 INFO misc.py line 135 4037470] Train result: loss: 0.2084 +[2025-03-20 10:37:04,069 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:37:33,160 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4349 +[2025-03-20 10:37:34,102 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3428 +[2025-03-20 10:37:36,305 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7112 +[2025-03-20 10:37:37,009 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1464 +[2025-03-20 10:37:37,431 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1076 +[2025-03-20 10:37:37,638 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4029 +[2025-03-20 10:37:38,027 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3352 +[2025-03-20 10:37:38,419 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0744 +[2025-03-20 10:37:38,848 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3320 +[2025-03-20 10:37:39,311 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1425 +[2025-03-20 10:37:39,490 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5006 +[2025-03-20 10:37:39,718 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3544 +[2025-03-20 10:37:40,161 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7097 +[2025-03-20 10:37:41,089 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5582 +[2025-03-20 10:37:41,275 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6421 +[2025-03-20 10:37:41,580 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.4031 +[2025-03-20 10:37:42,033 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3137 +[2025-03-20 10:37:42,559 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5529 +[2025-03-20 10:37:42,771 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7497 +[2025-03-20 10:37:42,962 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3921 +[2025-03-20 10:37:43,182 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7958 +[2025-03-20 10:37:43,430 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0364 +[2025-03-20 10:37:45,117 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0960 +[2025-03-20 10:37:45,284 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4888 +[2025-03-20 10:37:46,319 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5061 +[2025-03-20 10:37:46,535 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5773 +[2025-03-20 10:37:47,123 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.9394 +[2025-03-20 10:37:47,302 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1144 +[2025-03-20 10:37:47,995 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2421 +[2025-03-20 10:37:49,524 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4302 +[2025-03-20 10:37:54,055 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7927 +[2025-03-20 10:37:54,297 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8177 +[2025-03-20 10:37:56,941 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1632 +[2025-03-20 10:37:57,339 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8406 +[2025-03-20 10:37:58,442 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:37:58,443 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:37:58,443 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] ceiling : 0.9257 0.9400 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] floor : 0.9807 0.9879 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] wall : 0.8485 0.9622 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] beam : 0.0014 0.0169 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] column : 0.3388 0.3749 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] window : 0.5392 0.5519 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] door : 0.7511 0.9153 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] table : 0.7716 0.8689 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] chair : 0.8747 0.9749 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] sofa : 0.6316 0.6836 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] bookcase : 0.7439 0.8425 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] board : 0.7271 0.8569 +[2025-03-20 10:37:58,443 INFO hook.py line 689 4037470] clutter : 0.5922 0.7426 +[2025-03-20 10:37:58,443 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:37:58,443 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6713/0.7476/0.8984. +[2025-03-20 10:37:58,444 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:37:58,553 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6877 +[2025-03-20 10:37:58,553 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:38:45,709 INFO hook.py line 566 4037470] Train: [27/100][50/255] Data 0.002 (0.002) Batch 0.723 (0.713) Remain 03:43:43 loss: 0.1722 Lr: 2.64626e-03 +[2025-03-20 10:39:20,613 INFO hook.py line 566 4037470] Train: [27/100][100/255] Data 0.002 (0.002) Batch 0.676 (0.705) Remain 03:40:41 loss: 0.1601 Lr: 2.63997e-03 +[2025-03-20 10:39:55,435 INFO hook.py line 566 4037470] Train: [27/100][150/255] Data 0.002 (0.002) Batch 0.742 (0.702) Remain 03:39:08 loss: 0.1887 Lr: 2.63362e-03 +[2025-03-20 10:40:30,678 INFO hook.py line 566 4037470] Train: [27/100][200/255] Data 0.002 (0.002) Batch 0.675 (0.703) Remain 03:38:45 loss: 0.2271 Lr: 2.62723e-03 +[2025-03-20 10:41:05,891 INFO hook.py line 566 4037470] Train: [27/100][250/255] Data 0.002 (0.002) Batch 0.710 (0.703) Remain 03:38:14 loss: 0.2849 Lr: 2.62079e-03 +[2025-03-20 10:41:09,308 INFO misc.py line 135 4037470] Train result: loss: 0.2108 +[2025-03-20 10:41:09,845 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:41:39,500 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3191 +[2025-03-20 10:41:39,939 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2368 +[2025-03-20 10:41:41,794 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6221 +[2025-03-20 10:41:42,500 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9624 +[2025-03-20 10:41:42,920 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0864 +[2025-03-20 10:41:43,128 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3723 +[2025-03-20 10:41:43,521 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2459 +[2025-03-20 10:41:43,922 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0911 +[2025-03-20 10:41:44,350 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4127 +[2025-03-20 10:41:44,811 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.6004 +[2025-03-20 10:41:44,990 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5167 +[2025-03-20 10:41:45,217 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3140 +[2025-03-20 10:41:45,661 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5626 +[2025-03-20 10:41:46,593 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3918 +[2025-03-20 10:41:46,779 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4456 +[2025-03-20 10:41:47,083 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6627 +[2025-03-20 10:41:47,535 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4969 +[2025-03-20 10:41:48,061 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5850 +[2025-03-20 10:41:48,273 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9618 +[2025-03-20 10:41:48,467 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3446 +[2025-03-20 10:41:48,689 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3547 +[2025-03-20 10:41:48,935 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.5965 +[2025-03-20 10:41:50,616 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0922 +[2025-03-20 10:41:50,786 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6106 +[2025-03-20 10:41:51,813 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.7242 +[2025-03-20 10:41:52,028 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5053 +[2025-03-20 10:41:52,615 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8354 +[2025-03-20 10:41:52,793 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1373 +[2025-03-20 10:41:53,485 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.1946 +[2025-03-20 10:41:55,013 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5250 +[2025-03-20 10:41:59,552 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6589 +[2025-03-20 10:41:59,797 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.6700 +[2025-03-20 10:42:02,438 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0420 +[2025-03-20 10:42:02,835 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7058 +[2025-03-20 10:42:03,926 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:42:03,926 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:42:03,926 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] ceiling : 0.9336 0.9611 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] floor : 0.9804 0.9896 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] wall : 0.8418 0.9585 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] beam : 0.0004 0.0042 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] column : 0.3841 0.4622 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] window : 0.5962 0.6986 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] door : 0.7884 0.9011 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] table : 0.7969 0.8877 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] chair : 0.9032 0.9464 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] sofa : 0.6411 0.6504 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] bookcase : 0.7418 0.8134 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] board : 0.7731 0.8608 +[2025-03-20 10:42:03,926 INFO hook.py line 689 4037470] clutter : 0.6061 0.7176 +[2025-03-20 10:42:03,926 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:42:03,926 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6913/0.7578/0.9028. +[2025-03-20 10:42:03,927 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:42:04,051 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6913 +[2025-03-20 10:42:04,052 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 10:42:04,052 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:42:49,230 INFO hook.py line 566 4037470] Train: [28/100][50/255] Data 0.002 (0.028) Batch 0.689 (0.730) Remain 03:45:56 loss: 0.1585 Lr: 2.61365e-03 +[2025-03-20 10:43:24,560 INFO hook.py line 566 4037470] Train: [28/100][100/255] Data 0.003 (0.015) Batch 0.680 (0.718) Remain 03:41:34 loss: 0.1957 Lr: 2.60711e-03 +[2025-03-20 10:43:59,680 INFO hook.py line 566 4037470] Train: [28/100][150/255] Data 0.002 (0.011) Batch 0.715 (0.713) Remain 03:39:20 loss: 0.2279 Lr: 2.60052e-03 +[2025-03-20 10:44:35,051 INFO hook.py line 566 4037470] Train: [28/100][200/255] Data 0.002 (0.008) Batch 0.710 (0.711) Remain 03:38:19 loss: 0.1705 Lr: 2.59389e-03 +[2025-03-20 10:45:09,721 INFO hook.py line 566 4037470] Train: [28/100][250/255] Data 0.001 (0.007) Batch 0.683 (0.708) Remain 03:36:37 loss: 0.2842 Lr: 2.58722e-03 +[2025-03-20 10:45:13,096 INFO misc.py line 135 4037470] Train result: loss: 0.2067 +[2025-03-20 10:45:13,178 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:45:44,216 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3535 +[2025-03-20 10:45:44,728 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4941 +[2025-03-20 10:45:46,581 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6849 +[2025-03-20 10:45:47,287 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9916 +[2025-03-20 10:45:47,707 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1085 +[2025-03-20 10:45:47,914 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3994 +[2025-03-20 10:45:48,305 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.1739 +[2025-03-20 10:45:48,692 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0973 +[2025-03-20 10:45:49,121 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2858 +[2025-03-20 10:45:49,583 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9146 +[2025-03-20 10:45:49,761 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4563 +[2025-03-20 10:45:49,988 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2657 +[2025-03-20 10:45:50,431 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5746 +[2025-03-20 10:45:51,358 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5852 +[2025-03-20 10:45:51,543 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1885 +[2025-03-20 10:45:51,847 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9206 +[2025-03-20 10:45:52,299 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3450 +[2025-03-20 10:45:52,825 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5070 +[2025-03-20 10:45:53,035 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0063 +[2025-03-20 10:45:53,224 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3314 +[2025-03-20 10:45:53,443 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4103 +[2025-03-20 10:45:53,686 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7470 +[2025-03-20 10:45:55,365 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.9534 +[2025-03-20 10:45:55,531 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5516 +[2025-03-20 10:45:56,554 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5880 +[2025-03-20 10:45:56,768 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4905 +[2025-03-20 10:45:57,357 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5606 +[2025-03-20 10:45:57,534 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1526 +[2025-03-20 10:45:58,224 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.7046 +[2025-03-20 10:45:59,752 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4475 +[2025-03-20 10:46:04,307 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3745 +[2025-03-20 10:46:04,550 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0240 +[2025-03-20 10:46:07,192 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.8305 +[2025-03-20 10:46:07,589 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7143 +[2025-03-20 10:46:08,708 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:46:08,708 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:46:08,708 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] ceiling : 0.9408 0.9584 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] floor : 0.9790 0.9880 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] wall : 0.8401 0.9665 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] beam : 0.0001 0.0005 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] column : 0.2968 0.3312 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] window : 0.6163 0.6644 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] door : 0.6161 0.7414 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] table : 0.8123 0.8745 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] chair : 0.9099 0.9824 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] sofa : 0.7122 0.7539 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] bookcase : 0.7560 0.8343 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] board : 0.6743 0.8826 +[2025-03-20 10:46:08,708 INFO hook.py line 689 4037470] clutter : 0.5990 0.7273 +[2025-03-20 10:46:08,708 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:46:08,708 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6733/0.7466/0.8997. +[2025-03-20 10:46:08,709 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:46:09,090 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 10:46:09,091 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:46:55,623 INFO hook.py line 566 4037470] Train: [29/100][50/255] Data 0.002 (0.005) Batch 0.731 (0.721) Remain 03:39:52 loss: 0.2683 Lr: 2.57982e-03 +[2025-03-20 10:47:30,298 INFO hook.py line 566 4037470] Train: [29/100][100/255] Data 0.002 (0.004) Batch 0.722 (0.707) Remain 03:35:02 loss: 0.2229 Lr: 2.57304e-03 +[2025-03-20 10:48:05,221 INFO hook.py line 566 4037470] Train: [29/100][150/255] Data 0.002 (0.003) Batch 0.681 (0.704) Remain 03:33:36 loss: 0.1632 Lr: 2.56623e-03 +[2025-03-20 10:48:40,226 INFO hook.py line 566 4037470] Train: [29/100][200/255] Data 0.002 (0.003) Batch 0.661 (0.703) Remain 03:32:44 loss: 0.2693 Lr: 2.55936e-03 +[2025-03-20 10:49:14,812 INFO hook.py line 566 4037470] Train: [29/100][250/255] Data 0.001 (0.003) Batch 0.724 (0.701) Remain 03:31:28 loss: 0.1750 Lr: 2.55245e-03 +[2025-03-20 10:49:18,200 INFO misc.py line 135 4037470] Train result: loss: 0.2247 +[2025-03-20 10:49:18,378 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:49:48,844 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2963 +[2025-03-20 10:49:49,285 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3796 +[2025-03-20 10:49:51,140 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.8141 +[2025-03-20 10:49:51,846 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2448 +[2025-03-20 10:49:52,269 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0860 +[2025-03-20 10:49:52,481 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.7313 +[2025-03-20 10:49:52,874 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2374 +[2025-03-20 10:49:53,259 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0686 +[2025-03-20 10:49:53,688 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4051 +[2025-03-20 10:49:54,150 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0956 +[2025-03-20 10:49:54,328 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6797 +[2025-03-20 10:49:54,556 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3933 +[2025-03-20 10:49:54,999 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6451 +[2025-03-20 10:49:55,928 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4674 +[2025-03-20 10:49:56,114 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7861 +[2025-03-20 10:49:56,418 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8991 +[2025-03-20 10:49:56,870 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4235 +[2025-03-20 10:49:57,396 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6245 +[2025-03-20 10:49:57,606 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1490 +[2025-03-20 10:49:57,797 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.7560 +[2025-03-20 10:49:58,016 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6182 +[2025-03-20 10:49:58,260 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0232 +[2025-03-20 10:49:59,938 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.5052 +[2025-03-20 10:50:00,103 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.3367 +[2025-03-20 10:50:01,128 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 2.1400 +[2025-03-20 10:50:01,343 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7017 +[2025-03-20 10:50:01,930 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8490 +[2025-03-20 10:50:02,107 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1571 +[2025-03-20 10:50:02,797 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4039 +[2025-03-20 10:50:04,326 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.7383 +[2025-03-20 10:50:08,863 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6194 +[2025-03-20 10:50:09,106 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3387 +[2025-03-20 10:50:11,745 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0289 +[2025-03-20 10:50:12,142 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8328 +[2025-03-20 10:50:13,219 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:50:13,219 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:50:13,219 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] ceiling : 0.9336 0.9596 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] floor : 0.9810 0.9889 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] wall : 0.8018 0.9750 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] column : 0.2153 0.2301 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] window : 0.4224 0.4372 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] door : 0.6852 0.8475 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] table : 0.8182 0.8957 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] chair : 0.8876 0.9302 +[2025-03-20 10:50:13,220 INFO hook.py line 689 4037470] sofa : 0.4508 0.4522 +[2025-03-20 10:50:13,221 INFO hook.py line 689 4037470] bookcase : 0.7301 0.7920 +[2025-03-20 10:50:13,221 INFO hook.py line 689 4037470] board : 0.6968 0.7802 +[2025-03-20 10:50:13,221 INFO hook.py line 689 4037470] clutter : 0.5701 0.6857 +[2025-03-20 10:50:13,221 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:50:13,221 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6302/0.6903/0.8858. +[2025-03-20 10:50:13,225 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:50:13,322 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 10:50:13,322 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:51:01,188 INFO hook.py line 566 4037470] Train: [30/100][50/255] Data 0.002 (0.002) Batch 0.701 (0.702) Remain 03:31:12 loss: 0.1670 Lr: 2.54480e-03 +[2025-03-20 10:51:36,341 INFO hook.py line 566 4037470] Train: [30/100][100/255] Data 0.002 (0.002) Batch 0.671 (0.702) Remain 03:30:48 loss: 0.2328 Lr: 2.53780e-03 +[2025-03-20 10:52:11,437 INFO hook.py line 566 4037470] Train: [30/100][150/255] Data 0.002 (0.002) Batch 0.730 (0.702) Remain 03:30:09 loss: 0.2232 Lr: 2.53076e-03 +[2025-03-20 10:52:47,038 INFO hook.py line 566 4037470] Train: [30/100][200/255] Data 0.002 (0.002) Batch 0.719 (0.705) Remain 03:30:18 loss: 0.2036 Lr: 2.52382e-03 +[2025-03-20 10:53:21,769 INFO hook.py line 566 4037470] Train: [30/100][250/255] Data 0.002 (0.002) Batch 0.656 (0.703) Remain 03:29:06 loss: 0.2433 Lr: 2.51669e-03 +[2025-03-20 10:53:25,171 INFO misc.py line 135 4037470] Train result: loss: 0.2072 +[2025-03-20 10:53:25,215 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:53:54,817 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2591 +[2025-03-20 10:53:56,042 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5559 +[2025-03-20 10:53:57,894 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6375 +[2025-03-20 10:53:58,598 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0763 +[2025-03-20 10:53:59,018 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1059 +[2025-03-20 10:53:59,224 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3524 +[2025-03-20 10:53:59,616 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2104 +[2025-03-20 10:54:00,064 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1954 +[2025-03-20 10:54:00,491 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4324 +[2025-03-20 10:54:01,019 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2335 +[2025-03-20 10:54:01,197 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.7249 +[2025-03-20 10:54:01,425 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3101 +[2025-03-20 10:54:01,866 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7707 +[2025-03-20 10:54:02,824 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.7642 +[2025-03-20 10:54:03,010 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4441 +[2025-03-20 10:54:03,315 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1153 +[2025-03-20 10:54:03,764 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5129 +[2025-03-20 10:54:04,289 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6189 +[2025-03-20 10:54:04,499 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.5659 +[2025-03-20 10:54:04,688 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4670 +[2025-03-20 10:54:04,907 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.9331 +[2025-03-20 10:54:05,150 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7526 +[2025-03-20 10:54:06,827 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4591 +[2025-03-20 10:54:06,993 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5743 +[2025-03-20 10:54:08,018 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4607 +[2025-03-20 10:54:08,232 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.9494 +[2025-03-20 10:54:08,817 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7186 +[2025-03-20 10:54:08,993 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2885 +[2025-03-20 10:54:09,682 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3134 +[2025-03-20 10:54:11,211 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4288 +[2025-03-20 10:54:15,747 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7438 +[2025-03-20 10:54:15,991 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.4607 +[2025-03-20 10:54:18,718 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3188 +[2025-03-20 10:54:19,117 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9716 +[2025-03-20 10:54:20,105 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:54:20,106 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:54:20,106 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] ceiling : 0.9376 0.9515 +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] floor : 0.9809 0.9902 +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] wall : 0.8181 0.9749 +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] column : 0.1417 0.1451 +[2025-03-20 10:54:20,106 INFO hook.py line 689 4037470] window : 0.5137 0.5259 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] door : 0.6450 0.7607 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] table : 0.8143 0.8842 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] chair : 0.9182 0.9613 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] sofa : 0.7308 0.7445 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] bookcase : 0.7544 0.8252 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] board : 0.5458 0.8983 +[2025-03-20 10:54:20,107 INFO hook.py line 689 4037470] clutter : 0.5891 0.7116 +[2025-03-20 10:54:20,107 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:54:20,107 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6454/0.7210/0.8914. +[2025-03-20 10:54:20,108 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:54:20,161 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 10:54:20,161 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:55:06,227 INFO hook.py line 566 4037470] Train: [31/100][50/255] Data 0.003 (0.002) Batch 0.718 (0.737) Remain 03:38:30 loss: 0.1319 Lr: 2.50879e-03 +[2025-03-20 10:55:41,075 INFO hook.py line 566 4037470] Train: [31/100][100/255] Data 0.002 (0.002) Batch 0.715 (0.716) Remain 03:31:51 loss: 0.1920 Lr: 2.50158e-03 +[2025-03-20 10:56:16,269 INFO hook.py line 566 4037470] Train: [31/100][150/255] Data 0.002 (0.002) Batch 0.723 (0.712) Remain 03:30:02 loss: 0.1442 Lr: 2.49431e-03 +[2025-03-20 10:56:51,364 INFO hook.py line 566 4037470] Train: [31/100][200/255] Data 0.002 (0.002) Batch 0.693 (0.709) Remain 03:28:41 loss: 0.2161 Lr: 2.48701e-03 +[2025-03-20 10:57:25,861 INFO hook.py line 566 4037470] Train: [31/100][250/255] Data 0.002 (0.002) Batch 0.708 (0.705) Remain 03:26:56 loss: 0.2930 Lr: 2.47967e-03 +[2025-03-20 10:57:29,329 INFO misc.py line 135 4037470] Train result: loss: 0.1977 +[2025-03-20 10:57:30,965 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 10:58:00,848 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2419 +[2025-03-20 10:58:01,292 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2953 +[2025-03-20 10:58:03,570 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5734 +[2025-03-20 10:58:04,276 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0451 +[2025-03-20 10:58:04,698 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1316 +[2025-03-20 10:58:04,907 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3484 +[2025-03-20 10:58:05,301 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2692 +[2025-03-20 10:58:05,703 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0583 +[2025-03-20 10:58:06,134 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4943 +[2025-03-20 10:58:06,595 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3071 +[2025-03-20 10:58:06,773 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5795 +[2025-03-20 10:58:07,001 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3247 +[2025-03-20 10:58:07,445 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6317 +[2025-03-20 10:58:08,375 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.7871 +[2025-03-20 10:58:08,560 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.0534 +[2025-03-20 10:58:08,864 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0053 +[2025-03-20 10:58:09,315 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5685 +[2025-03-20 10:58:09,839 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6418 +[2025-03-20 10:58:10,050 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0973 +[2025-03-20 10:58:10,240 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6121 +[2025-03-20 10:58:10,459 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6080 +[2025-03-20 10:58:10,702 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8737 +[2025-03-20 10:58:12,381 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1898 +[2025-03-20 10:58:12,546 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7465 +[2025-03-20 10:58:13,571 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4137 +[2025-03-20 10:58:13,788 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7789 +[2025-03-20 10:58:14,375 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7822 +[2025-03-20 10:58:14,551 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1099 +[2025-03-20 10:58:15,241 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2110 +[2025-03-20 10:58:16,770 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4470 +[2025-03-20 10:58:21,302 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9126 +[2025-03-20 10:58:21,548 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1831 +[2025-03-20 10:58:24,195 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4661 +[2025-03-20 10:58:24,592 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0505 +[2025-03-20 10:58:25,617 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 10:58:25,617 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 10:58:25,617 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 10:58:25,617 INFO hook.py line 689 4037470] ceiling : 0.9263 0.9387 +[2025-03-20 10:58:25,617 INFO hook.py line 689 4037470] floor : 0.9800 0.9877 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] wall : 0.8321 0.9601 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] column : 0.1165 0.1187 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] window : 0.5937 0.6176 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] door : 0.7497 0.8717 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] table : 0.8174 0.8802 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] chair : 0.9206 0.9566 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] sofa : 0.5918 0.5996 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] bookcase : 0.7501 0.8277 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] board : 0.6662 0.8154 +[2025-03-20 10:58:25,618 INFO hook.py line 689 4037470] clutter : 0.5947 0.7872 +[2025-03-20 10:58:25,619 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 10:58:25,619 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6569/0.7201/0.8958. +[2025-03-20 10:58:25,620 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 10:58:25,668 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 10:58:25,669 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 10:59:09,070 INFO hook.py line 566 4037470] Train: [32/100][50/255] Data 0.002 (0.002) Batch 0.695 (0.713) Remain 03:28:33 loss: 0.2655 Lr: 2.47154e-03 +[2025-03-20 10:59:44,045 INFO hook.py line 566 4037470] Train: [32/100][100/255] Data 0.002 (0.002) Batch 0.681 (0.706) Remain 03:25:54 loss: 0.1979 Lr: 2.46411e-03 +[2025-03-20 11:00:18,950 INFO hook.py line 566 4037470] Train: [32/100][150/255] Data 0.002 (0.002) Batch 0.695 (0.703) Remain 03:24:30 loss: 0.1583 Lr: 2.45664e-03 +[2025-03-20 11:00:53,733 INFO hook.py line 566 4037470] Train: [32/100][200/255] Data 0.002 (0.002) Batch 0.683 (0.701) Remain 03:23:21 loss: 0.2354 Lr: 2.44913e-03 +[2025-03-20 11:01:28,519 INFO hook.py line 566 4037470] Train: [32/100][250/255] Data 0.002 (0.002) Batch 0.716 (0.700) Remain 03:22:26 loss: 0.1922 Lr: 2.44158e-03 +[2025-03-20 11:01:32,042 INFO misc.py line 135 4037470] Train result: loss: 0.1989 +[2025-03-20 11:01:33,206 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:02:04,567 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2768 +[2025-03-20 11:02:05,050 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5308 +[2025-03-20 11:02:06,905 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6752 +[2025-03-20 11:02:07,611 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9585 +[2025-03-20 11:02:08,030 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1019 +[2025-03-20 11:02:08,236 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3102 +[2025-03-20 11:02:08,627 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2158 +[2025-03-20 11:02:09,013 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0874 +[2025-03-20 11:02:09,443 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4159 +[2025-03-20 11:02:09,904 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2627 +[2025-03-20 11:02:10,081 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4889 +[2025-03-20 11:02:10,309 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3352 +[2025-03-20 11:02:10,752 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7070 +[2025-03-20 11:02:11,680 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6932 +[2025-03-20 11:02:11,865 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7208 +[2025-03-20 11:02:12,169 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6710 +[2025-03-20 11:02:12,620 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4715 +[2025-03-20 11:02:13,146 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4504 +[2025-03-20 11:02:13,356 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7161 +[2025-03-20 11:02:13,548 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6120 +[2025-03-20 11:02:13,767 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6373 +[2025-03-20 11:02:14,010 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1685 +[2025-03-20 11:02:15,689 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2162 +[2025-03-20 11:02:15,855 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.2494 +[2025-03-20 11:02:16,879 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1942 +[2025-03-20 11:02:17,093 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7880 +[2025-03-20 11:02:17,678 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8882 +[2025-03-20 11:02:17,855 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3074 +[2025-03-20 11:02:18,543 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3022 +[2025-03-20 11:02:20,073 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5973 +[2025-03-20 11:02:24,602 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2851 +[2025-03-20 11:02:24,848 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.4144 +[2025-03-20 11:02:27,487 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0510 +[2025-03-20 11:02:27,885 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0077 +[2025-03-20 11:02:28,918 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:02:28,918 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:02:28,918 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] ceiling : 0.9431 0.9669 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] floor : 0.9807 0.9881 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] wall : 0.8406 0.9704 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] column : 0.1464 0.1490 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] window : 0.5706 0.5955 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] door : 0.7077 0.8693 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] table : 0.8139 0.9051 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] chair : 0.8924 0.9389 +[2025-03-20 11:02:28,918 INFO hook.py line 689 4037470] sofa : 0.7486 0.8114 +[2025-03-20 11:02:28,919 INFO hook.py line 689 4037470] bookcase : 0.7429 0.8050 +[2025-03-20 11:02:28,919 INFO hook.py line 689 4037470] board : 0.6724 0.8983 +[2025-03-20 11:02:28,919 INFO hook.py line 689 4037470] clutter : 0.6004 0.7347 +[2025-03-20 11:02:28,919 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:02:28,919 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6661/0.7410/0.8991. +[2025-03-20 11:02:28,919 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:02:29,278 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:02:29,279 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:03:12,905 INFO hook.py line 566 4037470] Train: [33/100][50/255] Data 0.002 (0.012) Batch 0.705 (0.727) Remain 03:29:29 loss: 0.2137 Lr: 2.43323e-03 +[2025-03-20 11:03:47,960 INFO hook.py line 566 4037470] Train: [33/100][100/255] Data 0.002 (0.007) Batch 0.717 (0.714) Remain 03:25:03 loss: 0.1807 Lr: 2.42559e-03 +[2025-03-20 11:04:23,266 INFO hook.py line 566 4037470] Train: [33/100][150/255] Data 0.003 (0.005) Batch 0.707 (0.711) Remain 03:23:43 loss: 0.2424 Lr: 2.41792e-03 +[2025-03-20 11:04:58,670 INFO hook.py line 566 4037470] Train: [33/100][200/255] Data 0.002 (0.005) Batch 0.730 (0.710) Remain 03:22:54 loss: 0.1996 Lr: 2.41021e-03 +[2025-03-20 11:05:33,314 INFO hook.py line 566 4037470] Train: [33/100][250/255] Data 0.002 (0.004) Batch 0.715 (0.707) Remain 03:21:18 loss: 0.2190 Lr: 2.40246e-03 +[2025-03-20 11:05:36,725 INFO misc.py line 135 4037470] Train result: loss: 0.2010 +[2025-03-20 11:05:36,793 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:06:10,376 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3260 +[2025-03-20 11:06:10,817 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1749 +[2025-03-20 11:06:12,670 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7301 +[2025-03-20 11:06:13,374 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0169 +[2025-03-20 11:06:13,794 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1029 +[2025-03-20 11:06:14,001 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4591 +[2025-03-20 11:06:14,392 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2689 +[2025-03-20 11:06:14,777 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0639 +[2025-03-20 11:06:15,205 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2697 +[2025-03-20 11:06:15,667 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3179 +[2025-03-20 11:06:15,845 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5283 +[2025-03-20 11:06:16,072 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3191 +[2025-03-20 11:06:16,514 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 1.1549 +[2025-03-20 11:06:17,445 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5732 +[2025-03-20 11:06:17,631 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2148 +[2025-03-20 11:06:17,936 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9510 +[2025-03-20 11:06:18,387 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3323 +[2025-03-20 11:06:18,913 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5567 +[2025-03-20 11:06:19,123 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6854 +[2025-03-20 11:06:19,313 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4994 +[2025-03-20 11:06:19,532 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.8033 +[2025-03-20 11:06:19,775 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8120 +[2025-03-20 11:06:21,454 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.9819 +[2025-03-20 11:06:21,620 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.3876 +[2025-03-20 11:06:22,647 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3793 +[2025-03-20 11:06:22,861 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.9183 +[2025-03-20 11:06:23,447 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6103 +[2025-03-20 11:06:23,623 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1116 +[2025-03-20 11:06:24,314 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2228 +[2025-03-20 11:06:25,843 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4604 +[2025-03-20 11:06:30,447 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9811 +[2025-03-20 11:06:30,690 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7220 +[2025-03-20 11:06:33,330 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1527 +[2025-03-20 11:06:33,728 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1348 +[2025-03-20 11:06:34,792 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:06:34,792 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:06:34,792 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] ceiling : 0.9381 0.9555 +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] floor : 0.9827 0.9889 +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] wall : 0.8473 0.9572 +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] beam : 0.0000 0.0004 +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] column : 0.3012 0.3310 +[2025-03-20 11:06:34,792 INFO hook.py line 689 4037470] window : 0.4744 0.4885 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] door : 0.7280 0.9234 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] table : 0.8000 0.8560 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] chair : 0.8866 0.9681 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] sofa : 0.5040 0.5076 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] bookcase : 0.7595 0.8517 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] board : 0.7323 0.8100 +[2025-03-20 11:06:34,793 INFO hook.py line 689 4037470] clutter : 0.6049 0.7725 +[2025-03-20 11:06:34,793 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:06:34,793 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6584/0.7239/0.8993. +[2025-03-20 11:06:34,793 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:06:34,960 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:06:34,960 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:07:18,576 INFO hook.py line 566 4037470] Train: [34/100][50/255] Data 0.002 (0.002) Batch 0.671 (0.720) Remain 03:24:31 loss: 0.2393 Lr: 2.39389e-03 +[2025-03-20 11:07:53,226 INFO hook.py line 566 4037470] Train: [34/100][100/255] Data 0.002 (0.002) Batch 0.751 (0.706) Remain 03:19:55 loss: 0.1184 Lr: 2.38606e-03 +[2025-03-20 11:08:28,525 INFO hook.py line 566 4037470] Train: [34/100][150/255] Data 0.002 (0.002) Batch 0.674 (0.706) Remain 03:19:18 loss: 0.0996 Lr: 2.37820e-03 +[2025-03-20 11:09:03,657 INFO hook.py line 566 4037470] Train: [34/100][200/255] Data 0.003 (0.002) Batch 0.712 (0.705) Remain 03:18:28 loss: 0.1924 Lr: 2.37029e-03 +[2025-03-20 11:09:38,809 INFO hook.py line 566 4037470] Train: [34/100][250/255] Data 0.001 (0.002) Batch 0.745 (0.705) Remain 03:17:45 loss: 0.2066 Lr: 2.36235e-03 +[2025-03-20 11:09:42,233 INFO misc.py line 135 4037470] Train result: loss: 0.1818 +[2025-03-20 11:09:42,287 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:10:14,544 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3481 +[2025-03-20 11:10:14,987 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3615 +[2025-03-20 11:10:16,839 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6616 +[2025-03-20 11:10:17,545 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3059 +[2025-03-20 11:10:17,967 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1097 +[2025-03-20 11:10:18,176 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.7373 +[2025-03-20 11:10:18,570 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3595 +[2025-03-20 11:10:18,954 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1401 +[2025-03-20 11:10:19,385 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5880 +[2025-03-20 11:10:19,848 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9147 +[2025-03-20 11:10:20,026 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5069 +[2025-03-20 11:10:20,254 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3479 +[2025-03-20 11:10:20,698 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6596 +[2025-03-20 11:10:21,662 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6430 +[2025-03-20 11:10:21,848 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1452 +[2025-03-20 11:10:22,152 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8518 +[2025-03-20 11:10:22,608 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4617 +[2025-03-20 11:10:23,133 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6137 +[2025-03-20 11:10:23,346 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7972 +[2025-03-20 11:10:23,539 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4631 +[2025-03-20 11:10:23,759 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4150 +[2025-03-20 11:10:24,006 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9535 +[2025-03-20 11:10:25,691 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4310 +[2025-03-20 11:10:25,857 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.0947 +[2025-03-20 11:10:26,883 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1742 +[2025-03-20 11:10:27,099 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4889 +[2025-03-20 11:10:27,687 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6105 +[2025-03-20 11:10:27,865 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2053 +[2025-03-20 11:10:28,557 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.6560 +[2025-03-20 11:10:30,088 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4464 +[2025-03-20 11:10:34,712 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8082 +[2025-03-20 11:10:34,955 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9004 +[2025-03-20 11:10:37,596 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3817 +[2025-03-20 11:10:37,994 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8779 +[2025-03-20 11:10:39,030 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:10:39,030 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:10:39,030 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:10:39,030 INFO hook.py line 689 4037470] ceiling : 0.9289 0.9522 +[2025-03-20 11:10:39,030 INFO hook.py line 689 4037470] floor : 0.9801 0.9878 +[2025-03-20 11:10:39,030 INFO hook.py line 689 4037470] wall : 0.8167 0.9747 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] beam : 0.0012 0.0103 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] column : 0.2185 0.2392 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] window : 0.5360 0.5451 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] door : 0.6643 0.7336 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] table : 0.7898 0.8591 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] chair : 0.8901 0.9439 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] sofa : 0.1482 0.1485 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] bookcase : 0.7347 0.7827 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] board : 0.7432 0.8680 +[2025-03-20 11:10:39,031 INFO hook.py line 689 4037470] clutter : 0.5881 0.7632 +[2025-03-20 11:10:39,031 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:10:39,031 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6184/0.6776/0.8896. +[2025-03-20 11:10:39,031 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:10:39,137 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:10:39,137 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:11:25,253 INFO hook.py line 566 4037470] Train: [35/100][50/255] Data 0.002 (0.002) Batch 0.735 (0.708) Remain 03:18:05 loss: 0.1544 Lr: 2.35358e-03 +[2025-03-20 11:12:00,516 INFO hook.py line 566 4037470] Train: [35/100][100/255] Data 0.002 (0.002) Batch 0.700 (0.707) Remain 03:17:03 loss: 0.1912 Lr: 2.34556e-03 +[2025-03-20 11:12:35,616 INFO hook.py line 566 4037470] Train: [35/100][150/255] Data 0.002 (0.002) Batch 0.701 (0.705) Remain 03:16:01 loss: 0.1788 Lr: 2.33751e-03 +[2025-03-20 11:13:10,749 INFO hook.py line 566 4037470] Train: [35/100][200/255] Data 0.002 (0.002) Batch 0.678 (0.705) Remain 03:15:15 loss: 0.1942 Lr: 2.32943e-03 +[2025-03-20 11:13:45,476 INFO hook.py line 566 4037470] Train: [35/100][250/255] Data 0.002 (0.002) Batch 0.703 (0.702) Remain 03:14:07 loss: 0.2055 Lr: 2.32130e-03 +[2025-03-20 11:13:48,843 INFO misc.py line 135 4037470] Train result: loss: 0.1893 +[2025-03-20 11:13:49,221 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:14:22,726 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3154 +[2025-03-20 11:14:23,166 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4523 +[2025-03-20 11:14:25,023 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7766 +[2025-03-20 11:14:25,727 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0416 +[2025-03-20 11:14:26,150 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1028 +[2025-03-20 11:14:26,359 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.6565 +[2025-03-20 11:14:26,750 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.4139 +[2025-03-20 11:14:27,134 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0686 +[2025-03-20 11:14:27,562 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.6127 +[2025-03-20 11:14:28,024 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4768 +[2025-03-20 11:14:28,202 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4480 +[2025-03-20 11:14:28,430 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3798 +[2025-03-20 11:14:28,873 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7056 +[2025-03-20 11:14:29,802 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5959 +[2025-03-20 11:14:29,989 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.7642 +[2025-03-20 11:14:30,293 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.2835 +[2025-03-20 11:14:30,745 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5269 +[2025-03-20 11:14:31,270 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6446 +[2025-03-20 11:14:31,480 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1019 +[2025-03-20 11:14:31,671 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6568 +[2025-03-20 11:14:31,890 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6600 +[2025-03-20 11:14:32,133 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9762 +[2025-03-20 11:14:33,814 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.5360 +[2025-03-20 11:14:33,981 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5111 +[2025-03-20 11:14:35,005 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4783 +[2025-03-20 11:14:35,219 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.9771 +[2025-03-20 11:14:35,806 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8895 +[2025-03-20 11:14:35,981 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.4223 +[2025-03-20 11:14:36,672 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2868 +[2025-03-20 11:14:38,200 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6380 +[2025-03-20 11:14:42,829 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9771 +[2025-03-20 11:14:43,072 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0691 +[2025-03-20 11:14:45,714 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4626 +[2025-03-20 11:14:46,112 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0353 +[2025-03-20 11:14:47,400 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:14:47,401 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:14:47,401 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:14:47,401 INFO hook.py line 689 4037470] ceiling : 0.9215 0.9428 +[2025-03-20 11:14:47,401 INFO hook.py line 689 4037470] floor : 0.9643 0.9874 +[2025-03-20 11:14:47,401 INFO hook.py line 689 4037470] wall : 0.8116 0.9725 +[2025-03-20 11:14:47,401 INFO hook.py line 689 4037470] beam : 0.0000 0.0001 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] column : 0.1838 0.1996 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] window : 0.4958 0.5106 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] door : 0.6744 0.8197 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] table : 0.8259 0.8945 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] chair : 0.8896 0.9716 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] sofa : 0.4465 0.4518 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] bookcase : 0.7042 0.7532 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] board : 0.6915 0.8193 +[2025-03-20 11:14:47,402 INFO hook.py line 689 4037470] clutter : 0.5784 0.7333 +[2025-03-20 11:14:47,402 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:14:47,402 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6298/0.6967/0.8841. +[2025-03-20 11:14:47,404 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:14:47,469 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:14:47,469 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:15:37,062 INFO hook.py line 566 4037470] Train: [36/100][50/255] Data 0.002 (0.002) Batch 0.661 (0.711) Remain 03:15:47 loss: 0.1507 Lr: 2.31233e-03 +[2025-03-20 11:16:12,498 INFO hook.py line 566 4037470] Train: [36/100][100/255] Data 0.002 (0.002) Batch 0.681 (0.710) Remain 03:14:53 loss: 0.1643 Lr: 2.30414e-03 +[2025-03-20 11:16:46,894 INFO hook.py line 566 4037470] Train: [36/100][150/255] Data 0.002 (0.002) Batch 0.701 (0.702) Remain 03:12:15 loss: 0.2902 Lr: 2.29591e-03 +[2025-03-20 11:17:21,806 INFO hook.py line 566 4037470] Train: [36/100][200/255] Data 0.003 (0.002) Batch 0.699 (0.701) Remain 03:11:23 loss: 0.2065 Lr: 2.28765e-03 +[2025-03-20 11:17:56,495 INFO hook.py line 566 4037470] Train: [36/100][250/255] Data 0.002 (0.002) Batch 0.708 (0.700) Remain 03:10:23 loss: 0.1149 Lr: 2.27936e-03 +[2025-03-20 11:17:59,988 INFO misc.py line 135 4037470] Train result: loss: 0.1975 +[2025-03-20 11:18:01,445 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:18:31,691 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2572 +[2025-03-20 11:18:32,131 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4874 +[2025-03-20 11:18:33,986 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7352 +[2025-03-20 11:18:34,690 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3744 +[2025-03-20 11:18:35,111 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1065 +[2025-03-20 11:18:35,319 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4622 +[2025-03-20 11:18:35,711 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3336 +[2025-03-20 11:18:36,096 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0868 +[2025-03-20 11:18:36,524 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4781 +[2025-03-20 11:18:36,985 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3262 +[2025-03-20 11:18:37,163 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.7130 +[2025-03-20 11:18:37,390 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3859 +[2025-03-20 11:18:37,834 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.8252 +[2025-03-20 11:18:38,764 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6069 +[2025-03-20 11:18:38,949 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7248 +[2025-03-20 11:18:39,253 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.3301 +[2025-03-20 11:18:39,703 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4680 +[2025-03-20 11:18:40,229 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7988 +[2025-03-20 11:18:40,439 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.3913 +[2025-03-20 11:18:40,629 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.7237 +[2025-03-20 11:18:40,849 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4000 +[2025-03-20 11:18:41,091 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1900 +[2025-03-20 11:18:42,768 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.8005 +[2025-03-20 11:18:42,934 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7337 +[2025-03-20 11:18:43,958 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6007 +[2025-03-20 11:18:44,172 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8936 +[2025-03-20 11:18:44,757 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6029 +[2025-03-20 11:18:44,934 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1206 +[2025-03-20 11:18:45,624 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3055 +[2025-03-20 11:18:47,153 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5976 +[2025-03-20 11:18:51,686 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7862 +[2025-03-20 11:18:51,929 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.5159 +[2025-03-20 11:18:54,567 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3577 +[2025-03-20 11:18:54,965 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.2103 +[2025-03-20 11:18:56,125 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:18:56,125 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:18:56,125 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] ceiling : 0.9284 0.9565 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] floor : 0.9818 0.9895 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] wall : 0.8080 0.9761 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] column : 0.2728 0.3045 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] window : 0.4049 0.4133 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] door : 0.6783 0.8629 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] table : 0.7903 0.8911 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] chair : 0.8866 0.9111 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] sofa : 0.5186 0.5587 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] bookcase : 0.7280 0.7858 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] board : 0.7103 0.7784 +[2025-03-20 11:18:56,125 INFO hook.py line 689 4037470] clutter : 0.5533 0.6764 +[2025-03-20 11:18:56,125 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:18:56,125 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6355/0.7003/0.8848. +[2025-03-20 11:18:56,126 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:18:56,318 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:18:56,319 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:19:41,883 INFO hook.py line 566 4037470] Train: [37/100][50/255] Data 0.002 (0.002) Batch 0.675 (0.709) Remain 03:12:11 loss: 0.2190 Lr: 2.27020e-03 +[2025-03-20 11:20:16,769 INFO hook.py line 566 4037470] Train: [37/100][100/255] Data 0.002 (0.002) Batch 0.701 (0.703) Remain 03:10:03 loss: 0.1685 Lr: 2.26184e-03 +[2025-03-20 11:20:51,707 INFO hook.py line 566 4037470] Train: [37/100][150/255] Data 0.002 (0.002) Batch 0.728 (0.702) Remain 03:09:05 loss: 0.1775 Lr: 2.25344e-03 +[2025-03-20 11:21:26,901 INFO hook.py line 566 4037470] Train: [37/100][200/255] Data 0.002 (0.002) Batch 0.682 (0.702) Remain 03:08:39 loss: 0.2015 Lr: 2.24502e-03 +[2025-03-20 11:22:01,851 INFO hook.py line 566 4037470] Train: [37/100][250/255] Data 0.002 (0.002) Batch 0.671 (0.702) Remain 03:07:53 loss: 0.2226 Lr: 2.23656e-03 +[2025-03-20 11:22:05,138 INFO misc.py line 135 4037470] Train result: loss: 0.1772 +[2025-03-20 11:22:06,190 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:22:35,549 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2489 +[2025-03-20 11:22:36,031 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1921 +[2025-03-20 11:22:38,291 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6784 +[2025-03-20 11:22:38,997 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.5050 +[2025-03-20 11:22:39,419 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0795 +[2025-03-20 11:22:39,629 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3671 +[2025-03-20 11:22:40,022 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.1970 +[2025-03-20 11:22:40,412 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0599 +[2025-03-20 11:22:40,843 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4595 +[2025-03-20 11:22:41,309 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4561 +[2025-03-20 11:22:41,486 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.7766 +[2025-03-20 11:22:41,714 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3929 +[2025-03-20 11:22:42,156 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7356 +[2025-03-20 11:22:43,085 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5931 +[2025-03-20 11:22:43,271 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.5588 +[2025-03-20 11:22:43,575 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6228 +[2025-03-20 11:22:44,024 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3500 +[2025-03-20 11:22:44,550 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.9477 +[2025-03-20 11:22:44,760 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0397 +[2025-03-20 11:22:44,949 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5759 +[2025-03-20 11:22:45,169 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7720 +[2025-03-20 11:22:45,412 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9908 +[2025-03-20 11:22:47,091 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.7286 +[2025-03-20 11:22:47,256 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6172 +[2025-03-20 11:22:48,282 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 0.9208 +[2025-03-20 11:22:48,497 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8255 +[2025-03-20 11:22:49,084 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.9473 +[2025-03-20 11:22:49,260 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2929 +[2025-03-20 11:22:49,951 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.5364 +[2025-03-20 11:22:51,478 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4198 +[2025-03-20 11:22:56,009 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8406 +[2025-03-20 11:22:56,252 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0652 +[2025-03-20 11:22:58,922 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.8309 +[2025-03-20 11:22:59,318 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9991 +[2025-03-20 11:23:00,356 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:23:00,356 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:23:00,356 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] ceiling : 0.9413 0.9683 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] floor : 0.9827 0.9897 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] wall : 0.8335 0.9586 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] beam : 0.0000 0.0001 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] column : 0.1932 0.2050 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] window : 0.4478 0.4664 +[2025-03-20 11:23:00,356 INFO hook.py line 689 4037470] door : 0.6731 0.7972 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] table : 0.8116 0.9085 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] chair : 0.9092 0.9670 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] sofa : 0.7451 0.8596 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] bookcase : 0.7717 0.8578 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] board : 0.7525 0.7911 +[2025-03-20 11:23:00,357 INFO hook.py line 689 4037470] clutter : 0.5889 0.7466 +[2025-03-20 11:23:00,357 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:23:00,357 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6654/0.7320/0.8965. +[2025-03-20 11:23:00,357 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:23:00,367 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:23:00,367 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:23:47,042 INFO hook.py line 566 4037470] Train: [38/100][50/255] Data 0.002 (0.002) Batch 0.723 (0.701) Remain 03:07:01 loss: 0.1301 Lr: 2.22722e-03 +[2025-03-20 11:24:22,033 INFO hook.py line 566 4037470] Train: [38/100][100/255] Data 0.002 (0.002) Batch 0.682 (0.700) Remain 03:06:19 loss: 0.2427 Lr: 2.21870e-03 +[2025-03-20 11:24:57,643 INFO hook.py line 566 4037470] Train: [38/100][150/255] Data 0.002 (0.002) Batch 0.756 (0.704) Remain 03:06:48 loss: 0.1013 Lr: 2.21015e-03 +[2025-03-20 11:25:32,280 INFO hook.py line 566 4037470] Train: [38/100][200/255] Data 0.002 (0.002) Batch 0.640 (0.701) Remain 03:05:27 loss: 0.1709 Lr: 2.20157e-03 +[2025-03-20 11:26:07,007 INFO hook.py line 566 4037470] Train: [38/100][250/255] Data 0.002 (0.002) Batch 0.686 (0.700) Remain 03:04:30 loss: 0.2129 Lr: 2.19296e-03 +[2025-03-20 11:26:10,465 INFO misc.py line 135 4037470] Train result: loss: 0.1856 +[2025-03-20 11:26:10,498 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:26:43,109 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2925 +[2025-03-20 11:26:43,550 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.0981 +[2025-03-20 11:26:45,403 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.9462 +[2025-03-20 11:26:46,109 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0300 +[2025-03-20 11:26:46,529 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0891 +[2025-03-20 11:26:46,737 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3051 +[2025-03-20 11:26:47,128 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2424 +[2025-03-20 11:26:47,514 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0669 +[2025-03-20 11:26:47,942 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4766 +[2025-03-20 11:26:48,403 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9183 +[2025-03-20 11:26:48,580 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5360 +[2025-03-20 11:26:48,808 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3761 +[2025-03-20 11:26:49,249 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5423 +[2025-03-20 11:26:50,176 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4747 +[2025-03-20 11:26:50,362 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.6713 +[2025-03-20 11:26:50,667 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.4453 +[2025-03-20 11:26:51,117 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5298 +[2025-03-20 11:26:51,642 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7200 +[2025-03-20 11:26:51,852 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.4663 +[2025-03-20 11:26:52,043 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6954 +[2025-03-20 11:26:52,261 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5194 +[2025-03-20 11:26:52,504 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9867 +[2025-03-20 11:26:54,185 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1040 +[2025-03-20 11:26:54,350 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.0226 +[2025-03-20 11:26:55,373 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.7388 +[2025-03-20 11:26:55,587 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6118 +[2025-03-20 11:26:56,173 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5639 +[2025-03-20 11:26:56,349 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0901 +[2025-03-20 11:26:57,038 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2398 +[2025-03-20 11:26:58,565 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5242 +[2025-03-20 11:27:03,096 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.4998 +[2025-03-20 11:27:03,339 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1710 +[2025-03-20 11:27:05,979 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1984 +[2025-03-20 11:27:06,376 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8387 +[2025-03-20 11:27:07,365 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:27:07,365 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:27:07,365 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] ceiling : 0.9314 0.9612 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] floor : 0.9798 0.9865 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] wall : 0.8522 0.9609 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] beam : 0.0003 0.0032 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] column : 0.2898 0.3184 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] window : 0.5989 0.6336 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] door : 0.6797 0.8902 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] table : 0.7861 0.9231 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] chair : 0.9052 0.9598 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] sofa : 0.6504 0.6634 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] bookcase : 0.7179 0.7607 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] board : 0.7732 0.8081 +[2025-03-20 11:27:07,365 INFO hook.py line 689 4037470] clutter : 0.5901 0.7691 +[2025-03-20 11:27:07,365 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:27:07,366 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6735/0.7414/0.8980. +[2025-03-20 11:27:07,366 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:27:07,367 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:27:07,367 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:27:54,940 INFO hook.py line 566 4037470] Train: [39/100][50/255] Data 0.002 (0.002) Batch 0.729 (0.820) Remain 03:35:18 loss: 0.1085 Lr: 2.18345e-03 +[2025-03-20 11:28:29,896 INFO hook.py line 566 4037470] Train: [39/100][100/255] Data 0.003 (0.002) Batch 0.669 (0.758) Remain 03:18:21 loss: 0.1078 Lr: 2.17478e-03 +[2025-03-20 11:29:05,241 INFO hook.py line 566 4037470] Train: [39/100][150/255] Data 0.003 (0.002) Batch 0.680 (0.740) Remain 03:13:13 loss: 0.1285 Lr: 2.16608e-03 +[2025-03-20 11:29:39,795 INFO hook.py line 566 4037470] Train: [39/100][200/255] Data 0.002 (0.002) Batch 0.695 (0.728) Remain 03:09:21 loss: 0.1054 Lr: 2.15735e-03 +[2025-03-20 11:30:14,658 INFO hook.py line 566 4037470] Train: [39/100][250/255] Data 0.002 (0.002) Batch 0.722 (0.722) Remain 03:07:08 loss: 0.1719 Lr: 2.14859e-03 +[2025-03-20 11:30:18,266 INFO misc.py line 135 4037470] Train result: loss: 0.1816 +[2025-03-20 11:30:18,313 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:30:50,317 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2539 +[2025-03-20 11:30:51,105 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1581 +[2025-03-20 11:30:53,785 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5870 +[2025-03-20 11:30:54,490 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3403 +[2025-03-20 11:30:54,912 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1024 +[2025-03-20 11:30:55,122 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3829 +[2025-03-20 11:30:55,516 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2362 +[2025-03-20 11:30:56,024 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0655 +[2025-03-20 11:30:56,454 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2510 +[2025-03-20 11:30:56,916 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2652 +[2025-03-20 11:30:57,093 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6180 +[2025-03-20 11:30:57,321 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4167 +[2025-03-20 11:30:57,762 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7668 +[2025-03-20 11:30:58,690 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5477 +[2025-03-20 11:30:58,875 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2882 +[2025-03-20 11:30:59,179 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9747 +[2025-03-20 11:30:59,630 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4007 +[2025-03-20 11:31:00,155 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6178 +[2025-03-20 11:31:00,365 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6740 +[2025-03-20 11:31:00,554 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6979 +[2025-03-20 11:31:00,773 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.8206 +[2025-03-20 11:31:01,016 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1072 +[2025-03-20 11:31:02,695 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.7303 +[2025-03-20 11:31:02,861 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5858 +[2025-03-20 11:31:03,882 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5323 +[2025-03-20 11:31:04,096 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8502 +[2025-03-20 11:31:04,681 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6265 +[2025-03-20 11:31:04,858 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0956 +[2025-03-20 11:31:05,547 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3434 +[2025-03-20 11:31:07,074 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4615 +[2025-03-20 11:31:11,604 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7816 +[2025-03-20 11:31:11,847 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7499 +[2025-03-20 11:31:14,517 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2282 +[2025-03-20 11:31:14,915 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0700 +[2025-03-20 11:31:15,952 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:31:15,952 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:31:15,952 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] ceiling : 0.9406 0.9566 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] floor : 0.9806 0.9899 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] wall : 0.8403 0.9634 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] beam : 0.0021 0.0313 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] column : 0.2861 0.3037 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] window : 0.4415 0.4521 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] door : 0.7089 0.8511 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] table : 0.7950 0.8946 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] chair : 0.9101 0.9487 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] sofa : 0.5183 0.5294 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] bookcase : 0.7404 0.8258 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] board : 0.7582 0.8361 +[2025-03-20 11:31:15,953 INFO hook.py line 689 4037470] clutter : 0.5975 0.7679 +[2025-03-20 11:31:15,953 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:31:15,953 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6553/0.7193/0.8959. +[2025-03-20 11:31:15,953 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:31:15,958 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:31:15,958 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:32:03,240 INFO hook.py line 566 4037470] Train: [40/100][50/255] Data 0.002 (0.082) Batch 0.690 (0.783) Remain 03:22:18 loss: 0.1468 Lr: 2.13893e-03 +[2025-03-20 11:32:38,502 INFO hook.py line 566 4037470] Train: [40/100][100/255] Data 0.002 (0.041) Batch 0.723 (0.743) Remain 03:11:20 loss: 0.0974 Lr: 2.13012e-03 +[2025-03-20 11:33:14,002 INFO hook.py line 566 4037470] Train: [40/100][150/255] Data 0.002 (0.028) Batch 0.721 (0.732) Remain 03:07:51 loss: 0.1150 Lr: 2.12128e-03 +[2025-03-20 11:33:49,269 INFO hook.py line 566 4037470] Train: [40/100][200/255] Data 0.002 (0.021) Batch 0.730 (0.725) Remain 03:05:32 loss: 0.2026 Lr: 2.11241e-03 +[2025-03-20 11:34:23,887 INFO hook.py line 566 4037470] Train: [40/100][250/255] Data 0.002 (0.017) Batch 0.704 (0.718) Remain 03:03:14 loss: 0.2465 Lr: 2.10352e-03 +[2025-03-20 11:34:27,342 INFO misc.py line 135 4037470] Train result: loss: 0.1758 +[2025-03-20 11:34:27,380 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:34:54,027 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3188 +[2025-03-20 11:34:59,205 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3864 +[2025-03-20 11:35:01,066 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6319 +[2025-03-20 11:35:01,771 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0863 +[2025-03-20 11:35:02,191 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0974 +[2025-03-20 11:35:02,396 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5319 +[2025-03-20 11:35:02,787 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2539 +[2025-03-20 11:35:03,172 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1090 +[2025-03-20 11:35:03,600 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3690 +[2025-03-20 11:35:04,062 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7329 +[2025-03-20 11:35:04,239 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5243 +[2025-03-20 11:35:04,467 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3380 +[2025-03-20 11:35:04,909 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6529 +[2025-03-20 11:35:05,839 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5229 +[2025-03-20 11:35:06,023 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4105 +[2025-03-20 11:35:06,327 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8170 +[2025-03-20 11:35:06,778 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4479 +[2025-03-20 11:35:07,303 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5480 +[2025-03-20 11:35:07,513 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8500 +[2025-03-20 11:35:07,703 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3082 +[2025-03-20 11:35:07,921 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5223 +[2025-03-20 11:35:08,164 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8414 +[2025-03-20 11:35:09,844 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2875 +[2025-03-20 11:35:10,009 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7754 +[2025-03-20 11:35:11,032 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5350 +[2025-03-20 11:35:11,246 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5586 +[2025-03-20 11:35:11,832 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6214 +[2025-03-20 11:35:12,008 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2393 +[2025-03-20 11:35:12,697 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3582 +[2025-03-20 11:35:14,226 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.3718 +[2025-03-20 11:35:18,761 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6553 +[2025-03-20 11:35:19,003 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1816 +[2025-03-20 11:35:21,677 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2424 +[2025-03-20 11:35:22,075 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9185 +[2025-03-20 11:35:23,075 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:35:23,075 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:35:23,075 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] ceiling : 0.9350 0.9622 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] floor : 0.9790 0.9876 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] wall : 0.8267 0.9669 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] beam : 0.0003 0.0037 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] column : 0.2749 0.3048 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] window : 0.5510 0.5662 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] door : 0.7221 0.8295 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] table : 0.8217 0.9184 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] chair : 0.8775 0.9585 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] sofa : 0.4398 0.4448 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] bookcase : 0.7306 0.7944 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] board : 0.7504 0.8959 +[2025-03-20 11:35:23,075 INFO hook.py line 689 4037470] clutter : 0.5822 0.7159 +[2025-03-20 11:35:23,075 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:35:23,075 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6532/0.7192/0.8947. +[2025-03-20 11:35:23,076 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:35:23,077 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:35:23,077 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:36:07,073 INFO hook.py line 566 4037470] Train: [41/100][50/255] Data 0.002 (0.023) Batch 0.666 (0.722) Remain 03:03:31 loss: 0.2416 Lr: 2.09371e-03 +[2025-03-20 11:36:42,220 INFO hook.py line 566 4037470] Train: [41/100][100/255] Data 0.002 (0.012) Batch 0.708 (0.712) Remain 03:00:25 loss: 0.1520 Lr: 2.08477e-03 +[2025-03-20 11:37:17,447 INFO hook.py line 566 4037470] Train: [41/100][150/255] Data 0.003 (0.009) Batch 0.722 (0.710) Remain 02:59:10 loss: 0.1310 Lr: 2.07580e-03 +[2025-03-20 11:37:52,428 INFO hook.py line 566 4037470] Train: [41/100][200/255] Data 0.002 (0.007) Batch 0.645 (0.707) Remain 02:57:56 loss: 0.1978 Lr: 2.06681e-03 +[2025-03-20 11:38:26,988 INFO hook.py line 566 4037470] Train: [41/100][250/255] Data 0.002 (0.006) Batch 0.645 (0.704) Remain 02:56:33 loss: 0.1537 Lr: 2.05779e-03 +[2025-03-20 11:38:30,469 INFO misc.py line 135 4037470] Train result: loss: 0.1728 +[2025-03-20 11:38:31,496 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:39:02,215 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3030 +[2025-03-20 11:39:02,658 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4916 +[2025-03-20 11:39:04,562 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7440 +[2025-03-20 11:39:05,267 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 0.9826 +[2025-03-20 11:39:05,687 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1147 +[2025-03-20 11:39:05,893 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4227 +[2025-03-20 11:39:06,284 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2431 +[2025-03-20 11:39:06,672 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1271 +[2025-03-20 11:39:07,101 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.2899 +[2025-03-20 11:39:07,563 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4132 +[2025-03-20 11:39:07,741 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5566 +[2025-03-20 11:39:07,968 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.2808 +[2025-03-20 11:39:08,411 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6816 +[2025-03-20 11:39:09,350 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4783 +[2025-03-20 11:39:09,535 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 2.1756 +[2025-03-20 11:39:09,839 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0403 +[2025-03-20 11:39:10,290 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3130 +[2025-03-20 11:39:10,815 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5509 +[2025-03-20 11:39:11,026 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.4413 +[2025-03-20 11:39:11,216 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.2793 +[2025-03-20 11:39:11,436 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3701 +[2025-03-20 11:39:11,678 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7989 +[2025-03-20 11:39:13,356 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1615 +[2025-03-20 11:39:13,522 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7624 +[2025-03-20 11:39:14,547 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 2.2868 +[2025-03-20 11:39:14,761 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5744 +[2025-03-20 11:39:15,346 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5276 +[2025-03-20 11:39:15,523 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1880 +[2025-03-20 11:39:16,211 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4205 +[2025-03-20 11:39:17,739 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.3659 +[2025-03-20 11:39:22,275 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9782 +[2025-03-20 11:39:22,518 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2467 +[2025-03-20 11:39:25,176 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4343 +[2025-03-20 11:39:25,573 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8813 +[2025-03-20 11:39:26,655 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:39:26,655 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:39:26,655 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] ceiling : 0.9291 0.9513 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] floor : 0.9783 0.9893 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] wall : 0.8160 0.9708 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] column : 0.3277 0.3823 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] window : 0.5440 0.5714 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] door : 0.7198 0.8127 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] table : 0.8041 0.9037 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] chair : 0.9128 0.9574 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] sofa : 0.5811 0.5940 +[2025-03-20 11:39:26,655 INFO hook.py line 689 4037470] bookcase : 0.7398 0.8411 +[2025-03-20 11:39:26,656 INFO hook.py line 689 4037470] board : 0.7238 0.8710 +[2025-03-20 11:39:26,656 INFO hook.py line 689 4037470] clutter : 0.5739 0.6462 +[2025-03-20 11:39:26,656 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:39:26,656 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6654/0.7301/0.8931. +[2025-03-20 11:39:26,656 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:39:26,680 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:39:26,680 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:40:14,725 INFO hook.py line 566 4037470] Train: [42/100][50/255] Data 0.002 (0.002) Batch 0.674 (0.704) Remain 02:55:56 loss: 0.1446 Lr: 2.04785e-03 +[2025-03-20 11:40:49,605 INFO hook.py line 566 4037470] Train: [42/100][100/255] Data 0.002 (0.002) Batch 0.740 (0.701) Remain 02:54:31 loss: 0.2009 Lr: 2.03878e-03 +[2025-03-20 11:41:24,884 INFO hook.py line 566 4037470] Train: [42/100][150/255] Data 0.002 (0.002) Batch 0.707 (0.702) Remain 02:54:21 loss: 0.1731 Lr: 2.02970e-03 +[2025-03-20 11:41:59,807 INFO hook.py line 566 4037470] Train: [42/100][200/255] Data 0.002 (0.002) Batch 0.675 (0.701) Remain 02:53:31 loss: 0.0908 Lr: 2.02059e-03 +[2025-03-20 11:42:34,447 INFO hook.py line 566 4037470] Train: [42/100][250/255] Data 0.002 (0.002) Batch 0.694 (0.700) Remain 02:52:31 loss: 0.1717 Lr: 2.01145e-03 +[2025-03-20 11:42:37,998 INFO misc.py line 135 4037470] Train result: loss: 0.1691 +[2025-03-20 11:42:38,340 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:43:12,254 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2600 +[2025-03-20 11:43:12,693 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2310 +[2025-03-20 11:43:14,551 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6454 +[2025-03-20 11:43:15,256 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2237 +[2025-03-20 11:43:15,679 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1084 +[2025-03-20 11:43:15,887 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3490 +[2025-03-20 11:43:16,280 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3219 +[2025-03-20 11:43:16,664 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0632 +[2025-03-20 11:43:17,094 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5141 +[2025-03-20 11:43:17,556 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4398 +[2025-03-20 11:43:17,736 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4279 +[2025-03-20 11:43:17,964 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3622 +[2025-03-20 11:43:18,405 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6842 +[2025-03-20 11:43:19,333 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4191 +[2025-03-20 11:43:19,519 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2226 +[2025-03-20 11:43:19,824 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8236 +[2025-03-20 11:43:20,275 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4288 +[2025-03-20 11:43:20,801 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6921 +[2025-03-20 11:43:21,012 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8740 +[2025-03-20 11:43:21,202 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4673 +[2025-03-20 11:43:21,421 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6031 +[2025-03-20 11:43:21,665 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0147 +[2025-03-20 11:43:23,343 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2633 +[2025-03-20 11:43:23,509 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4735 +[2025-03-20 11:43:24,534 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 0.9845 +[2025-03-20 11:43:24,748 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6642 +[2025-03-20 11:43:25,333 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6685 +[2025-03-20 11:43:25,510 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0997 +[2025-03-20 11:43:26,199 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3283 +[2025-03-20 11:43:27,726 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4818 +[2025-03-20 11:43:32,349 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2336 +[2025-03-20 11:43:32,592 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8713 +[2025-03-20 11:43:35,232 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3722 +[2025-03-20 11:43:35,630 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8096 +[2025-03-20 11:43:36,785 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:43:36,786 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:43:36,786 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] ceiling : 0.9345 0.9502 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] floor : 0.9818 0.9881 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] wall : 0.8364 0.9656 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] beam : 0.0001 0.0009 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] column : 0.2664 0.2775 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] window : 0.5419 0.5565 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] door : 0.7367 0.8358 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] table : 0.7959 0.8701 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] chair : 0.9003 0.9552 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] sofa : 0.6939 0.7127 +[2025-03-20 11:43:36,786 INFO hook.py line 689 4037470] bookcase : 0.7773 0.8412 +[2025-03-20 11:43:36,787 INFO hook.py line 689 4037470] board : 0.7632 0.8403 +[2025-03-20 11:43:36,787 INFO hook.py line 689 4037470] clutter : 0.6084 0.7872 +[2025-03-20 11:43:36,787 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:43:36,787 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6797/0.7370/0.9008. +[2025-03-20 11:43:36,787 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:43:36,915 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:43:36,916 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:44:25,187 INFO hook.py line 566 4037470] Train: [43/100][50/255] Data 0.002 (0.002) Batch 0.677 (0.720) Remain 02:56:56 loss: 0.1351 Lr: 2.00138e-03 +[2025-03-20 11:45:00,129 INFO hook.py line 566 4037470] Train: [43/100][100/255] Data 0.002 (0.002) Batch 0.714 (0.709) Remain 02:53:38 loss: 0.1503 Lr: 1.99221e-03 +[2025-03-20 11:45:34,906 INFO hook.py line 566 4037470] Train: [43/100][150/255] Data 0.002 (0.002) Batch 0.704 (0.705) Remain 02:51:54 loss: 0.2324 Lr: 1.98301e-03 +[2025-03-20 11:46:09,767 INFO hook.py line 566 4037470] Train: [43/100][200/255] Data 0.002 (0.002) Batch 0.649 (0.703) Remain 02:50:52 loss: 0.1233 Lr: 1.97379e-03 +[2025-03-20 11:46:44,647 INFO hook.py line 566 4037470] Train: [43/100][250/255] Data 0.002 (0.002) Batch 0.708 (0.702) Remain 02:50:02 loss: 0.1642 Lr: 1.96455e-03 +[2025-03-20 11:46:48,218 INFO misc.py line 135 4037470] Train result: loss: 0.1703 +[2025-03-20 11:46:48,809 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:47:21,713 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2616 +[2025-03-20 11:47:22,156 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5496 +[2025-03-20 11:47:24,012 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6504 +[2025-03-20 11:47:24,715 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2143 +[2025-03-20 11:47:25,136 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1129 +[2025-03-20 11:47:25,342 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3651 +[2025-03-20 11:47:25,733 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3451 +[2025-03-20 11:47:26,118 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1318 +[2025-03-20 11:47:26,546 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3795 +[2025-03-20 11:47:27,007 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9563 +[2025-03-20 11:47:27,185 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5071 +[2025-03-20 11:47:27,412 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3617 +[2025-03-20 11:47:27,854 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6972 +[2025-03-20 11:47:28,783 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3935 +[2025-03-20 11:47:28,969 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.7706 +[2025-03-20 11:47:29,273 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.7454 +[2025-03-20 11:47:29,724 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3413 +[2025-03-20 11:47:30,249 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7659 +[2025-03-20 11:47:30,459 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0207 +[2025-03-20 11:47:30,649 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4342 +[2025-03-20 11:47:30,868 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3412 +[2025-03-20 11:47:31,111 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9290 +[2025-03-20 11:47:32,790 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3105 +[2025-03-20 11:47:32,956 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.4486 +[2025-03-20 11:47:33,981 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4723 +[2025-03-20 11:47:34,195 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6484 +[2025-03-20 11:47:34,780 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5855 +[2025-03-20 11:47:34,956 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2264 +[2025-03-20 11:47:35,644 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.5752 +[2025-03-20 11:47:37,171 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4835 +[2025-03-20 11:47:41,771 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7681 +[2025-03-20 11:47:42,017 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8811 +[2025-03-20 11:47:44,658 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1339 +[2025-03-20 11:47:45,056 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9298 +[2025-03-20 11:47:46,199 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:47:46,199 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:47:46,199 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] ceiling : 0.9369 0.9669 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] floor : 0.9822 0.9873 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] wall : 0.8367 0.9577 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] beam : 0.0001 0.0011 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] column : 0.3038 0.3726 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] window : 0.5342 0.5437 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] door : 0.6566 0.7760 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] table : 0.7993 0.9086 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] chair : 0.8988 0.9396 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] sofa : 0.5751 0.5832 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] bookcase : 0.7621 0.8258 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] board : 0.6682 0.8833 +[2025-03-20 11:47:46,200 INFO hook.py line 689 4037470] clutter : 0.6024 0.7492 +[2025-03-20 11:47:46,200 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:47:46,200 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6582/0.7304/0.8974. +[2025-03-20 11:47:46,200 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:47:46,201 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:47:46,201 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:48:34,506 INFO hook.py line 566 4037470] Train: [44/100][50/255] Data 0.003 (0.012) Batch 0.686 (0.802) Remain 03:13:33 loss: 0.1792 Lr: 1.95437e-03 +[2025-03-20 11:49:09,439 INFO hook.py line 566 4037470] Train: [44/100][100/255] Data 0.002 (0.007) Batch 0.696 (0.749) Remain 03:00:06 loss: 0.1232 Lr: 1.94509e-03 +[2025-03-20 11:49:44,727 INFO hook.py line 566 4037470] Train: [44/100][150/255] Data 0.002 (0.005) Batch 0.716 (0.734) Remain 02:55:59 loss: 0.1337 Lr: 1.93580e-03 +[2025-03-20 11:50:19,578 INFO hook.py line 566 4037470] Train: [44/100][200/255] Data 0.003 (0.005) Batch 0.702 (0.725) Remain 02:53:07 loss: 0.1175 Lr: 1.92648e-03 +[2025-03-20 11:50:54,343 INFO hook.py line 566 4037470] Train: [44/100][250/255] Data 0.002 (0.004) Batch 0.705 (0.719) Remain 02:51:06 loss: 0.2267 Lr: 1.91715e-03 +[2025-03-20 11:50:57,814 INFO misc.py line 135 4037470] Train result: loss: 0.1623 +[2025-03-20 11:50:58,345 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:51:28,326 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4054 +[2025-03-20 11:51:28,769 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2168 +[2025-03-20 11:51:30,626 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6711 +[2025-03-20 11:51:31,443 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1216 +[2025-03-20 11:51:31,869 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1252 +[2025-03-20 11:51:32,081 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5664 +[2025-03-20 11:51:32,480 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2650 +[2025-03-20 11:51:32,865 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1401 +[2025-03-20 11:51:33,296 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4075 +[2025-03-20 11:51:33,815 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1361 +[2025-03-20 11:51:33,996 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6238 +[2025-03-20 11:51:34,224 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3822 +[2025-03-20 11:51:34,670 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6198 +[2025-03-20 11:51:35,643 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5680 +[2025-03-20 11:51:35,829 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4806 +[2025-03-20 11:51:36,132 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9785 +[2025-03-20 11:51:36,584 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3165 +[2025-03-20 11:51:37,109 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7452 +[2025-03-20 11:51:37,319 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0348 +[2025-03-20 11:51:37,509 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5734 +[2025-03-20 11:51:37,727 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5338 +[2025-03-20 11:51:37,970 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0480 +[2025-03-20 11:51:39,651 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2101 +[2025-03-20 11:51:39,816 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5802 +[2025-03-20 11:51:40,840 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4538 +[2025-03-20 11:51:41,054 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6228 +[2025-03-20 11:51:41,641 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6609 +[2025-03-20 11:51:41,817 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.3314 +[2025-03-20 11:51:42,506 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.5549 +[2025-03-20 11:51:44,035 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4567 +[2025-03-20 11:51:48,579 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3571 +[2025-03-20 11:51:48,822 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8537 +[2025-03-20 11:51:51,465 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.0796 +[2025-03-20 11:51:51,863 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9409 +[2025-03-20 11:51:52,907 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:51:52,907 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:51:52,907 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] ceiling : 0.9423 0.9571 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] floor : 0.9821 0.9888 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] wall : 0.8223 0.9674 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] column : 0.2138 0.2322 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] window : 0.5744 0.5945 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] door : 0.5757 0.6379 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] table : 0.7824 0.9260 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] chair : 0.9080 0.9483 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] sofa : 0.6790 0.7058 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] bookcase : 0.7605 0.8249 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] board : 0.7856 0.8447 +[2025-03-20 11:51:52,908 INFO hook.py line 689 4037470] clutter : 0.6265 0.7767 +[2025-03-20 11:51:52,908 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:51:52,908 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6656/0.7234/0.8967. +[2025-03-20 11:51:52,908 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:51:52,912 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:51:52,913 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:52:35,811 INFO hook.py line 566 4037470] Train: [45/100][50/255] Data 0.002 (0.002) Batch 0.703 (0.707) Remain 02:47:40 loss: 0.1452 Lr: 1.90686e-03 +[2025-03-20 11:53:10,863 INFO hook.py line 566 4037470] Train: [45/100][100/255] Data 0.002 (0.002) Batch 0.676 (0.704) Remain 02:46:21 loss: 0.1072 Lr: 1.89768e-03 +[2025-03-20 11:53:46,438 INFO hook.py line 566 4037470] Train: [45/100][150/255] Data 0.002 (0.002) Batch 0.707 (0.706) Remain 02:46:22 loss: 0.1180 Lr: 1.88829e-03 +[2025-03-20 11:54:21,461 INFO hook.py line 566 4037470] Train: [45/100][200/255] Data 0.002 (0.002) Batch 0.673 (0.705) Remain 02:45:25 loss: 0.0970 Lr: 1.87889e-03 +[2025-03-20 11:54:55,824 INFO hook.py line 566 4037470] Train: [45/100][250/255] Data 0.002 (0.002) Batch 0.707 (0.701) Remain 02:44:00 loss: 0.2315 Lr: 1.86947e-03 +[2025-03-20 11:54:59,341 INFO misc.py line 135 4037470] Train result: loss: 0.1706 +[2025-03-20 11:55:00,768 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:55:33,038 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4080 +[2025-03-20 11:55:33,502 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3576 +[2025-03-20 11:55:35,357 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5523 +[2025-03-20 11:55:36,064 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2778 +[2025-03-20 11:55:36,486 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1030 +[2025-03-20 11:55:36,691 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5950 +[2025-03-20 11:55:37,082 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2800 +[2025-03-20 11:55:37,467 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0809 +[2025-03-20 11:55:37,894 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4410 +[2025-03-20 11:55:38,355 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4127 +[2025-03-20 11:55:38,533 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.7301 +[2025-03-20 11:55:38,761 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3574 +[2025-03-20 11:55:39,202 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7056 +[2025-03-20 11:55:40,169 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4114 +[2025-03-20 11:55:40,357 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.8883 +[2025-03-20 11:55:40,662 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9236 +[2025-03-20 11:55:41,112 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5032 +[2025-03-20 11:55:41,637 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6967 +[2025-03-20 11:55:41,847 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.5939 +[2025-03-20 11:55:42,037 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3196 +[2025-03-20 11:55:42,256 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6356 +[2025-03-20 11:55:42,499 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.6629 +[2025-03-20 11:55:44,179 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3509 +[2025-03-20 11:55:44,344 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9771 +[2025-03-20 11:55:45,369 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5178 +[2025-03-20 11:55:45,583 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5820 +[2025-03-20 11:55:46,169 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7871 +[2025-03-20 11:55:46,345 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1121 +[2025-03-20 11:55:47,036 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2094 +[2025-03-20 11:55:48,564 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4781 +[2025-03-20 11:55:53,368 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0046 +[2025-03-20 11:55:53,611 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.6593 +[2025-03-20 11:55:56,251 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1838 +[2025-03-20 11:55:56,648 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9473 +[2025-03-20 11:55:57,687 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 11:55:57,687 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 11:55:57,687 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] ceiling : 0.9387 0.9616 +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] floor : 0.9812 0.9890 +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] wall : 0.8384 0.9575 +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] beam : 0.0014 0.0091 +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] column : 0.3068 0.3223 +[2025-03-20 11:55:57,687 INFO hook.py line 689 4037470] window : 0.5394 0.5848 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] door : 0.6092 0.7903 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] table : 0.7945 0.8864 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] chair : 0.9019 0.9307 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] sofa : 0.5433 0.5609 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] bookcase : 0.7585 0.8608 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] board : 0.6298 0.8172 +[2025-03-20 11:55:57,688 INFO hook.py line 689 4037470] clutter : 0.5869 0.7133 +[2025-03-20 11:55:57,688 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 11:55:57,688 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6485/0.7218/0.8961. +[2025-03-20 11:55:57,688 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 11:55:57,787 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 11:55:57,787 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 11:56:46,331 INFO hook.py line 566 4037470] Train: [46/100][50/255] Data 0.002 (0.002) Batch 0.684 (0.705) Remain 02:44:09 loss: 0.1922 Lr: 1.85909e-03 +[2025-03-20 11:57:21,315 INFO hook.py line 566 4037470] Train: [46/100][100/255] Data 0.002 (0.002) Batch 0.663 (0.702) Remain 02:42:57 loss: 0.2206 Lr: 1.84964e-03 +[2025-03-20 11:57:56,454 INFO hook.py line 566 4037470] Train: [46/100][150/255] Data 0.003 (0.002) Batch 0.680 (0.702) Remain 02:42:25 loss: 0.1610 Lr: 1.84018e-03 +[2025-03-20 11:58:31,725 INFO hook.py line 566 4037470] Train: [46/100][200/255] Data 0.002 (0.002) Batch 0.744 (0.703) Remain 02:42:00 loss: 0.1663 Lr: 1.83070e-03 +[2025-03-20 11:59:06,696 INFO hook.py line 566 4037470] Train: [46/100][250/255] Data 0.002 (0.002) Batch 0.706 (0.702) Remain 02:41:15 loss: 0.2031 Lr: 1.82121e-03 +[2025-03-20 11:59:10,138 INFO misc.py line 135 4037470] Train result: loss: 0.1597 +[2025-03-20 11:59:10,210 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 11:59:43,457 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2183 +[2025-03-20 11:59:43,897 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3379 +[2025-03-20 11:59:45,753 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6326 +[2025-03-20 11:59:46,461 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3628 +[2025-03-20 11:59:46,881 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1261 +[2025-03-20 11:59:47,087 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3158 +[2025-03-20 11:59:47,479 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2536 +[2025-03-20 11:59:47,864 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0700 +[2025-03-20 11:59:48,293 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4475 +[2025-03-20 11:59:48,755 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4459 +[2025-03-20 11:59:48,933 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5676 +[2025-03-20 11:59:49,161 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3820 +[2025-03-20 11:59:49,604 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.8197 +[2025-03-20 11:59:50,532 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3333 +[2025-03-20 11:59:50,717 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3746 +[2025-03-20 11:59:51,021 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9336 +[2025-03-20 11:59:51,471 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5359 +[2025-03-20 11:59:51,996 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7624 +[2025-03-20 11:59:52,206 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0131 +[2025-03-20 11:59:52,396 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5406 +[2025-03-20 11:59:52,616 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7491 +[2025-03-20 11:59:52,859 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1714 +[2025-03-20 11:59:54,538 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4490 +[2025-03-20 11:59:54,704 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.5374 +[2025-03-20 11:59:55,727 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8429 +[2025-03-20 11:59:55,942 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5889 +[2025-03-20 11:59:56,529 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5048 +[2025-03-20 11:59:56,705 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2461 +[2025-03-20 11:59:57,394 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4069 +[2025-03-20 11:59:58,923 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5129 +[2025-03-20 12:00:03,455 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0539 +[2025-03-20 12:00:03,698 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2970 +[2025-03-20 12:00:06,337 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3822 +[2025-03-20 12:00:06,735 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9376 +[2025-03-20 12:00:07,789 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:00:07,789 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:00:07,790 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] ceiling : 0.9351 0.9523 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] floor : 0.9818 0.9886 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] wall : 0.8379 0.9657 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] beam : 0.0002 0.0020 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] column : 0.2640 0.2735 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] window : 0.5185 0.5358 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] door : 0.6099 0.7088 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] table : 0.8215 0.9062 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] chair : 0.9056 0.9657 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] sofa : 0.6100 0.6657 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] bookcase : 0.7522 0.8392 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] board : 0.6738 0.8559 +[2025-03-20 12:00:07,790 INFO hook.py line 689 4037470] clutter : 0.5672 0.7376 +[2025-03-20 12:00:07,790 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:00:07,790 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6521/0.7228/0.8936. +[2025-03-20 12:00:07,790 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:00:07,791 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 12:00:07,791 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:00:53,748 INFO hook.py line 566 4037470] Train: [47/100][50/255] Data 0.002 (0.009) Batch 0.705 (0.714) Remain 02:43:12 loss: 0.1945 Lr: 1.81075e-03 +[2025-03-20 12:01:28,566 INFO hook.py line 566 4037470] Train: [47/100][100/255] Data 0.002 (0.006) Batch 0.703 (0.705) Remain 02:40:34 loss: 0.3264 Lr: 1.80123e-03 +[2025-03-20 12:02:03,766 INFO hook.py line 566 4037470] Train: [47/100][150/255] Data 0.002 (0.005) Batch 0.733 (0.705) Remain 02:39:55 loss: 0.1479 Lr: 1.79169e-03 +[2025-03-20 12:02:38,770 INFO hook.py line 566 4037470] Train: [47/100][200/255] Data 0.002 (0.004) Batch 0.724 (0.703) Remain 02:39:04 loss: 0.1107 Lr: 1.78215e-03 +[2025-03-20 12:03:13,787 INFO hook.py line 566 4037470] Train: [47/100][250/255] Data 0.002 (0.004) Batch 0.727 (0.703) Remain 02:38:21 loss: 0.1361 Lr: 1.77259e-03 +[2025-03-20 12:03:17,196 INFO misc.py line 135 4037470] Train result: loss: 0.1611 +[2025-03-20 12:03:17,223 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:03:46,947 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2131 +[2025-03-20 12:03:47,389 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1459 +[2025-03-20 12:03:49,244 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7084 +[2025-03-20 12:03:49,949 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3487 +[2025-03-20 12:03:50,368 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1102 +[2025-03-20 12:03:50,575 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.2927 +[2025-03-20 12:03:50,967 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2794 +[2025-03-20 12:03:51,356 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1117 +[2025-03-20 12:03:51,785 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4130 +[2025-03-20 12:03:52,247 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3638 +[2025-03-20 12:03:52,425 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5390 +[2025-03-20 12:03:52,653 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3185 +[2025-03-20 12:03:53,097 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6990 +[2025-03-20 12:03:54,026 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.6165 +[2025-03-20 12:03:54,211 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.8014 +[2025-03-20 12:03:54,515 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1713 +[2025-03-20 12:03:54,967 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5233 +[2025-03-20 12:03:55,492 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7343 +[2025-03-20 12:03:55,702 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.5316 +[2025-03-20 12:03:55,892 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5630 +[2025-03-20 12:03:56,111 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7339 +[2025-03-20 12:03:56,354 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1101 +[2025-03-20 12:03:58,033 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2469 +[2025-03-20 12:03:58,198 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8216 +[2025-03-20 12:03:59,223 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5417 +[2025-03-20 12:03:59,438 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.9885 +[2025-03-20 12:04:00,024 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6809 +[2025-03-20 12:04:00,200 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1261 +[2025-03-20 12:04:00,889 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2004 +[2025-03-20 12:04:02,420 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5660 +[2025-03-20 12:04:07,055 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9385 +[2025-03-20 12:04:07,298 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1208 +[2025-03-20 12:04:09,959 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4583 +[2025-03-20 12:04:10,355 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.3673 +[2025-03-20 12:04:11,361 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:04:11,361 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:04:11,361 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] ceiling : 0.9331 0.9489 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] floor : 0.9807 0.9859 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] wall : 0.8348 0.9655 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] column : 0.1543 0.1637 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] window : 0.4846 0.4944 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] door : 0.6726 0.9539 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] table : 0.8012 0.9033 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] chair : 0.9116 0.9615 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] sofa : 0.7177 0.8041 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] bookcase : 0.7589 0.8310 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] board : 0.7616 0.8677 +[2025-03-20 12:04:11,361 INFO hook.py line 689 4037470] clutter : 0.6287 0.7586 +[2025-03-20 12:04:11,361 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:04:11,361 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6646/0.7414/0.8979. +[2025-03-20 12:04:11,362 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:04:11,367 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 12:04:11,367 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:04:55,723 INFO hook.py line 566 4037470] Train: [48/100][50/255] Data 0.002 (0.002) Batch 0.745 (0.707) Remain 02:38:34 loss: 0.1626 Lr: 1.76206e-03 +[2025-03-20 12:05:30,647 INFO hook.py line 566 4037470] Train: [48/100][100/255] Data 0.003 (0.002) Batch 0.707 (0.702) Remain 02:37:02 loss: 0.0963 Lr: 1.75248e-03 +[2025-03-20 12:06:05,776 INFO hook.py line 566 4037470] Train: [48/100][150/255] Data 0.002 (0.002) Batch 0.673 (0.702) Remain 02:36:28 loss: 0.1616 Lr: 1.74289e-03 +[2025-03-20 12:06:40,739 INFO hook.py line 566 4037470] Train: [48/100][200/255] Data 0.002 (0.002) Batch 0.710 (0.702) Remain 02:35:42 loss: 0.1592 Lr: 1.73329e-03 +[2025-03-20 12:07:15,551 INFO hook.py line 566 4037470] Train: [48/100][250/255] Data 0.002 (0.002) Batch 0.636 (0.701) Remain 02:34:52 loss: 0.0855 Lr: 1.72368e-03 +[2025-03-20 12:07:18,947 INFO misc.py line 135 4037470] Train result: loss: 0.1565 +[2025-03-20 12:07:19,067 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:07:50,887 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2632 +[2025-03-20 12:07:51,326 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1879 +[2025-03-20 12:07:53,180 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6990 +[2025-03-20 12:07:53,885 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0234 +[2025-03-20 12:07:54,306 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1004 +[2025-03-20 12:07:54,515 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3628 +[2025-03-20 12:07:54,907 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2499 +[2025-03-20 12:07:55,292 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0710 +[2025-03-20 12:07:55,719 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5176 +[2025-03-20 12:07:56,180 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3826 +[2025-03-20 12:07:56,358 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.6103 +[2025-03-20 12:07:56,585 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3710 +[2025-03-20 12:07:57,029 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6308 +[2025-03-20 12:07:57,957 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5954 +[2025-03-20 12:07:58,143 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6205 +[2025-03-20 12:07:58,447 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.2849 +[2025-03-20 12:07:58,898 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.5530 +[2025-03-20 12:07:59,423 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6048 +[2025-03-20 12:07:59,633 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1785 +[2025-03-20 12:07:59,823 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6627 +[2025-03-20 12:08:00,042 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.8409 +[2025-03-20 12:08:00,286 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.3357 +[2025-03-20 12:08:01,966 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3520 +[2025-03-20 12:08:02,131 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7938 +[2025-03-20 12:08:03,154 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.7165 +[2025-03-20 12:08:03,369 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8855 +[2025-03-20 12:08:03,955 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7727 +[2025-03-20 12:08:04,130 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0856 +[2025-03-20 12:08:04,821 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3995 +[2025-03-20 12:08:06,349 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6556 +[2025-03-20 12:08:10,916 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0802 +[2025-03-20 12:08:11,159 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0639 +[2025-03-20 12:08:13,800 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2106 +[2025-03-20 12:08:14,198 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1660 +[2025-03-20 12:08:15,254 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:08:15,254 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:08:15,255 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] ceiling : 0.9373 0.9564 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] floor : 0.9801 0.9884 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] wall : 0.8185 0.9779 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] column : 0.1320 0.1349 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] window : 0.5281 0.5435 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] door : 0.6543 0.7939 +[2025-03-20 12:08:15,255 INFO hook.py line 689 4037470] table : 0.8043 0.9174 +[2025-03-20 12:08:15,256 INFO hook.py line 689 4037470] chair : 0.9082 0.9573 +[2025-03-20 12:08:15,256 INFO hook.py line 689 4037470] sofa : 0.7400 0.7608 +[2025-03-20 12:08:15,256 INFO hook.py line 689 4037470] bookcase : 0.7303 0.7832 +[2025-03-20 12:08:15,256 INFO hook.py line 689 4037470] board : 0.7736 0.8367 +[2025-03-20 12:08:15,256 INFO hook.py line 689 4037470] clutter : 0.6099 0.7434 +[2025-03-20 12:08:15,256 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:08:15,256 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6628/0.7226/0.8934. +[2025-03-20 12:08:15,257 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:08:15,285 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6913 +[2025-03-20 12:08:15,285 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:09:01,530 INFO hook.py line 566 4037470] Train: [49/100][50/255] Data 0.003 (0.002) Batch 0.721 (0.709) Remain 02:36:05 loss: 0.1634 Lr: 1.71309e-03 +[2025-03-20 12:09:37,237 INFO hook.py line 566 4037470] Train: [49/100][100/255] Data 0.002 (0.002) Batch 0.703 (0.712) Remain 02:36:05 loss: 0.1377 Lr: 1.70346e-03 +[2025-03-20 12:10:12,204 INFO hook.py line 566 4037470] Train: [49/100][150/255] Data 0.002 (0.002) Batch 0.698 (0.707) Remain 02:34:34 loss: 0.1760 Lr: 1.69382e-03 +[2025-03-20 12:10:47,260 INFO hook.py line 566 4037470] Train: [49/100][200/255] Data 0.002 (0.002) Batch 0.714 (0.706) Remain 02:33:38 loss: 0.1744 Lr: 1.68417e-03 +[2025-03-20 12:11:21,846 INFO hook.py line 566 4037470] Train: [49/100][250/255] Data 0.002 (0.002) Batch 0.684 (0.703) Remain 02:32:25 loss: 0.0882 Lr: 1.67452e-03 +[2025-03-20 12:11:25,262 INFO misc.py line 135 4037470] Train result: loss: 0.1580 +[2025-03-20 12:11:26,863 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:11:56,798 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2138 +[2025-03-20 12:11:57,236 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2184 +[2025-03-20 12:11:59,091 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6130 +[2025-03-20 12:11:59,795 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2871 +[2025-03-20 12:12:00,216 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1250 +[2025-03-20 12:12:00,424 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3831 +[2025-03-20 12:12:00,819 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2419 +[2025-03-20 12:12:01,207 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0765 +[2025-03-20 12:12:01,637 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5690 +[2025-03-20 12:12:02,102 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7156 +[2025-03-20 12:12:02,279 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4284 +[2025-03-20 12:12:02,506 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3786 +[2025-03-20 12:12:02,948 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6393 +[2025-03-20 12:12:03,874 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3693 +[2025-03-20 12:12:04,060 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4316 +[2025-03-20 12:12:04,364 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.4413 +[2025-03-20 12:12:04,815 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4539 +[2025-03-20 12:12:05,340 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5836 +[2025-03-20 12:12:05,550 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0246 +[2025-03-20 12:12:05,740 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5284 +[2025-03-20 12:12:05,959 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4869 +[2025-03-20 12:12:06,202 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7822 +[2025-03-20 12:12:07,883 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0297 +[2025-03-20 12:12:08,049 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9176 +[2025-03-20 12:12:09,073 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2762 +[2025-03-20 12:12:09,286 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6637 +[2025-03-20 12:12:09,873 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7136 +[2025-03-20 12:12:10,050 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1167 +[2025-03-20 12:12:10,739 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3583 +[2025-03-20 12:12:12,266 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5192 +[2025-03-20 12:12:16,796 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8189 +[2025-03-20 12:12:17,039 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2733 +[2025-03-20 12:12:19,684 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9986 +[2025-03-20 12:12:20,082 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9476 +[2025-03-20 12:12:21,055 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:12:21,055 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:12:21,056 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] ceiling : 0.9374 0.9596 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] floor : 0.9824 0.9884 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] wall : 0.8497 0.9572 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] column : 0.2975 0.3184 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] window : 0.6160 0.6393 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] door : 0.7203 0.8419 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] table : 0.8076 0.8929 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] chair : 0.9014 0.9431 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] sofa : 0.7764 0.8872 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] bookcase : 0.7600 0.8577 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] board : 0.7812 0.8906 +[2025-03-20 12:12:21,056 INFO hook.py line 689 4037470] clutter : 0.5963 0.7482 +[2025-03-20 12:12:21,056 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:12:21,056 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6943/0.7634/0.9040. +[2025-03-20 12:12:21,057 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:12:21,060 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6943 +[2025-03-20 12:12:21,060 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6943 +[2025-03-20 12:12:21,060 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:13:09,470 INFO hook.py line 566 4037470] Train: [50/100][50/255] Data 0.002 (0.002) Batch 0.692 (0.704) Remain 02:32:01 loss: 0.1607 Lr: 1.66389e-03 +[2025-03-20 12:13:44,500 INFO hook.py line 566 4037470] Train: [50/100][100/255] Data 0.002 (0.002) Batch 0.675 (0.702) Remain 02:31:02 loss: 0.1445 Lr: 1.65422e-03 +[2025-03-20 12:14:19,766 INFO hook.py line 566 4037470] Train: [50/100][150/255] Data 0.003 (0.002) Batch 0.694 (0.703) Remain 02:30:41 loss: 0.1731 Lr: 1.64454e-03 +[2025-03-20 12:14:54,919 INFO hook.py line 566 4037470] Train: [50/100][200/255] Data 0.002 (0.002) Batch 0.680 (0.703) Remain 02:30:05 loss: 0.1939 Lr: 1.63486e-03 +[2025-03-20 12:15:29,658 INFO hook.py line 566 4037470] Train: [50/100][250/255] Data 0.003 (0.002) Batch 0.674 (0.702) Remain 02:29:08 loss: 0.1891 Lr: 1.62517e-03 +[2025-03-20 12:15:33,202 INFO misc.py line 135 4037470] Train result: loss: 0.1650 +[2025-03-20 12:15:33,650 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:16:07,691 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2128 +[2025-03-20 12:16:08,135 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2989 +[2025-03-20 12:16:09,989 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6744 +[2025-03-20 12:16:10,695 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0745 +[2025-03-20 12:16:11,117 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1004 +[2025-03-20 12:16:11,324 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3750 +[2025-03-20 12:16:11,715 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2619 +[2025-03-20 12:16:12,099 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0637 +[2025-03-20 12:16:12,530 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5819 +[2025-03-20 12:16:12,991 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0792 +[2025-03-20 12:16:13,171 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4408 +[2025-03-20 12:16:13,398 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3676 +[2025-03-20 12:16:13,843 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6419 +[2025-03-20 12:16:14,770 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3563 +[2025-03-20 12:16:14,957 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6321 +[2025-03-20 12:16:15,261 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8966 +[2025-03-20 12:16:15,712 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4448 +[2025-03-20 12:16:16,237 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5708 +[2025-03-20 12:16:16,450 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.3632 +[2025-03-20 12:16:16,644 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4681 +[2025-03-20 12:16:16,862 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3911 +[2025-03-20 12:16:17,108 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8971 +[2025-03-20 12:16:18,788 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4024 +[2025-03-20 12:16:18,953 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8639 +[2025-03-20 12:16:19,977 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8128 +[2025-03-20 12:16:20,192 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7859 +[2025-03-20 12:16:20,778 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7539 +[2025-03-20 12:16:20,954 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1742 +[2025-03-20 12:16:21,644 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3214 +[2025-03-20 12:16:23,172 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4687 +[2025-03-20 12:16:27,847 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7544 +[2025-03-20 12:16:28,091 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.4691 +[2025-03-20 12:16:30,732 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3566 +[2025-03-20 12:16:31,130 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1151 +[2025-03-20 12:16:32,293 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:16:32,294 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:16:32,294 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] ceiling : 0.9403 0.9534 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] floor : 0.9787 0.9880 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] wall : 0.8293 0.9737 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] column : 0.2566 0.2652 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] window : 0.5589 0.5729 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] door : 0.7401 0.8648 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] table : 0.8052 0.8931 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] chair : 0.9001 0.9545 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] sofa : 0.7693 0.7851 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] bookcase : 0.7552 0.8297 +[2025-03-20 12:16:32,294 INFO hook.py line 689 4037470] board : 0.7053 0.8862 +[2025-03-20 12:16:32,295 INFO hook.py line 689 4037470] clutter : 0.6102 0.7271 +[2025-03-20 12:16:32,295 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:16:32,295 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6807/0.7457/0.9000. +[2025-03-20 12:16:32,295 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:16:32,296 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6943 +[2025-03-20 12:16:32,296 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:17:22,815 INFO hook.py line 566 4037470] Train: [51/100][50/255] Data 0.002 (0.002) Batch 0.740 (0.712) Remain 02:30:37 loss: 0.2885 Lr: 1.61451e-03 +[2025-03-20 12:17:57,732 INFO hook.py line 566 4037470] Train: [51/100][100/255] Data 0.003 (0.002) Batch 0.727 (0.705) Remain 02:28:35 loss: 0.1159 Lr: 1.60481e-03 +[2025-03-20 12:18:32,755 INFO hook.py line 566 4037470] Train: [51/100][150/255] Data 0.002 (0.002) Batch 0.731 (0.703) Remain 02:27:41 loss: 0.1566 Lr: 1.59510e-03 +[2025-03-20 12:19:07,595 INFO hook.py line 566 4037470] Train: [51/100][200/255] Data 0.002 (0.002) Batch 0.719 (0.702) Remain 02:26:45 loss: 0.1277 Lr: 1.58540e-03 +[2025-03-20 12:19:42,305 INFO hook.py line 566 4037470] Train: [51/100][250/255] Data 0.001 (0.002) Batch 0.740 (0.700) Remain 02:25:51 loss: 0.2102 Lr: 1.57568e-03 +[2025-03-20 12:19:45,722 INFO misc.py line 135 4037470] Train result: loss: 0.1605 +[2025-03-20 12:19:45,764 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:20:18,275 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3392 +[2025-03-20 12:20:18,720 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4009 +[2025-03-20 12:20:20,576 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7442 +[2025-03-20 12:20:21,280 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0288 +[2025-03-20 12:20:21,700 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0907 +[2025-03-20 12:20:21,906 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3575 +[2025-03-20 12:20:22,296 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2247 +[2025-03-20 12:20:22,702 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0610 +[2025-03-20 12:20:23,131 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3225 +[2025-03-20 12:20:23,618 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.7687 +[2025-03-20 12:20:23,796 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5736 +[2025-03-20 12:20:24,024 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3105 +[2025-03-20 12:20:24,466 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6029 +[2025-03-20 12:20:25,393 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.2847 +[2025-03-20 12:20:25,579 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9439 +[2025-03-20 12:20:25,883 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.5679 +[2025-03-20 12:20:26,334 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3492 +[2025-03-20 12:20:26,859 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4842 +[2025-03-20 12:20:27,069 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9319 +[2025-03-20 12:20:27,259 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.2677 +[2025-03-20 12:20:27,478 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3957 +[2025-03-20 12:20:27,720 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7194 +[2025-03-20 12:20:29,406 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0061 +[2025-03-20 12:20:29,573 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8615 +[2025-03-20 12:20:30,597 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.0339 +[2025-03-20 12:20:30,814 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5582 +[2025-03-20 12:20:31,403 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5118 +[2025-03-20 12:20:31,584 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0824 +[2025-03-20 12:20:32,275 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2014 +[2025-03-20 12:20:33,805 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4018 +[2025-03-20 12:20:38,336 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8327 +[2025-03-20 12:20:38,580 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2093 +[2025-03-20 12:20:41,226 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2269 +[2025-03-20 12:20:41,623 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9250 +[2025-03-20 12:20:42,636 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:20:42,636 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:20:42,636 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] ceiling : 0.9380 0.9618 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] floor : 0.9813 0.9880 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] wall : 0.8534 0.9592 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] beam : 0.0001 0.0008 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] column : 0.3363 0.3784 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] window : 0.6333 0.6783 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] door : 0.7356 0.8701 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] table : 0.8177 0.8976 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] chair : 0.9152 0.9666 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] sofa : 0.6968 0.7239 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] bookcase : 0.7649 0.8546 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] board : 0.7492 0.8757 +[2025-03-20 12:20:42,637 INFO hook.py line 689 4037470] clutter : 0.6171 0.7433 +[2025-03-20 12:20:42,637 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:20:42,637 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6953/0.7614/0.9074. +[2025-03-20 12:20:42,638 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:20:42,642 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6953 +[2025-03-20 12:20:42,642 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:20:42,642 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:21:28,537 INFO hook.py line 566 4037470] Train: [52/100][50/255] Data 0.002 (0.002) Batch 0.657 (0.702) Remain 02:25:39 loss: 0.2264 Lr: 1.56500e-03 +[2025-03-20 12:22:03,427 INFO hook.py line 566 4037470] Train: [52/100][100/255] Data 0.003 (0.002) Batch 0.753 (0.700) Remain 02:24:35 loss: 0.1774 Lr: 1.55528e-03 +[2025-03-20 12:22:38,255 INFO hook.py line 566 4037470] Train: [52/100][150/255] Data 0.002 (0.002) Batch 0.669 (0.699) Remain 02:23:46 loss: 0.1201 Lr: 1.54556e-03 +[2025-03-20 12:23:13,404 INFO hook.py line 566 4037470] Train: [52/100][200/255] Data 0.002 (0.002) Batch 0.717 (0.700) Remain 02:23:24 loss: 0.0952 Lr: 1.53584e-03 +[2025-03-20 12:23:48,413 INFO hook.py line 566 4037470] Train: [52/100][250/255] Data 0.002 (0.002) Batch 0.703 (0.700) Remain 02:22:50 loss: 0.1938 Lr: 1.52612e-03 +[2025-03-20 12:23:52,037 INFO misc.py line 135 4037470] Train result: loss: 0.1465 +[2025-03-20 12:23:52,078 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:24:25,952 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2912 +[2025-03-20 12:24:26,466 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1189 +[2025-03-20 12:24:28,322 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6599 +[2025-03-20 12:24:29,023 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0906 +[2025-03-20 12:24:29,442 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1060 +[2025-03-20 12:24:29,649 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3977 +[2025-03-20 12:24:30,041 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2151 +[2025-03-20 12:24:30,431 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1143 +[2025-03-20 12:24:30,859 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3593 +[2025-03-20 12:24:31,320 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9287 +[2025-03-20 12:24:31,497 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5666 +[2025-03-20 12:24:31,724 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3622 +[2025-03-20 12:24:32,167 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5943 +[2025-03-20 12:24:33,100 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3950 +[2025-03-20 12:24:33,285 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2319 +[2025-03-20 12:24:33,589 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8162 +[2025-03-20 12:24:34,040 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3140 +[2025-03-20 12:24:34,565 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6215 +[2025-03-20 12:24:34,775 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.6214 +[2025-03-20 12:24:34,966 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3827 +[2025-03-20 12:24:35,184 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.7384 +[2025-03-20 12:24:35,427 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8179 +[2025-03-20 12:24:37,108 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0706 +[2025-03-20 12:24:37,274 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.6265 +[2025-03-20 12:24:38,298 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8386 +[2025-03-20 12:24:38,512 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7713 +[2025-03-20 12:24:39,098 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7525 +[2025-03-20 12:24:39,274 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0879 +[2025-03-20 12:24:39,962 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4074 +[2025-03-20 12:24:41,491 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4533 +[2025-03-20 12:24:46,022 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9665 +[2025-03-20 12:24:46,265 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8888 +[2025-03-20 12:24:48,906 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2407 +[2025-03-20 12:24:49,303 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9759 +[2025-03-20 12:24:50,376 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:24:50,377 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:24:50,377 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] ceiling : 0.9371 0.9562 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] floor : 0.9814 0.9888 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] wall : 0.8392 0.9706 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] column : 0.2594 0.2810 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] window : 0.5669 0.5846 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] door : 0.7581 0.8438 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] table : 0.8079 0.9256 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] chair : 0.9098 0.9502 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] sofa : 0.7566 0.8513 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] bookcase : 0.7506 0.8161 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] board : 0.7860 0.8300 +[2025-03-20 12:24:50,377 INFO hook.py line 689 4037470] clutter : 0.6029 0.7544 +[2025-03-20 12:24:50,377 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:24:50,377 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6889/0.7502/0.9015. +[2025-03-20 12:24:50,377 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:24:50,615 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:24:50,615 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:25:37,731 INFO hook.py line 566 4037470] Train: [53/100][50/255] Data 0.002 (0.002) Batch 0.708 (0.697) Remain 02:21:35 loss: 0.1068 Lr: 1.51542e-03 +[2025-03-20 12:26:12,753 INFO hook.py line 566 4037470] Train: [53/100][100/255] Data 0.003 (0.002) Batch 0.680 (0.699) Remain 02:21:22 loss: 0.1034 Lr: 1.50569e-03 +[2025-03-20 12:26:48,273 INFO hook.py line 566 4037470] Train: [53/100][150/255] Data 0.002 (0.002) Batch 0.705 (0.703) Remain 02:21:35 loss: 0.2042 Lr: 1.49597e-03 +[2025-03-20 12:27:23,229 INFO hook.py line 566 4037470] Train: [53/100][200/255] Data 0.002 (0.002) Batch 0.700 (0.702) Remain 02:20:49 loss: 0.1443 Lr: 1.48624e-03 +[2025-03-20 12:27:58,276 INFO hook.py line 566 4037470] Train: [53/100][250/255] Data 0.002 (0.002) Batch 0.707 (0.702) Remain 02:20:12 loss: 0.1287 Lr: 1.47652e-03 +[2025-03-20 12:28:01,782 INFO misc.py line 135 4037470] Train result: loss: 0.1509 +[2025-03-20 12:28:01,851 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:28:35,896 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3591 +[2025-03-20 12:28:36,733 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5897 +[2025-03-20 12:28:38,587 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7328 +[2025-03-20 12:28:39,292 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0510 +[2025-03-20 12:28:39,711 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0997 +[2025-03-20 12:28:39,917 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5156 +[2025-03-20 12:28:40,308 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2537 +[2025-03-20 12:28:40,702 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0624 +[2025-03-20 12:28:41,130 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4961 +[2025-03-20 12:28:41,594 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1266 +[2025-03-20 12:28:41,772 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5250 +[2025-03-20 12:28:42,000 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3613 +[2025-03-20 12:28:42,444 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6596 +[2025-03-20 12:28:43,418 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3125 +[2025-03-20 12:28:43,606 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1636 +[2025-03-20 12:28:43,910 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.3847 +[2025-03-20 12:28:44,365 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3619 +[2025-03-20 12:28:44,890 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6562 +[2025-03-20 12:28:45,103 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8609 +[2025-03-20 12:28:45,296 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4570 +[2025-03-20 12:28:45,515 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5399 +[2025-03-20 12:28:45,760 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1083 +[2025-03-20 12:28:47,441 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3044 +[2025-03-20 12:28:47,606 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8306 +[2025-03-20 12:28:48,629 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8144 +[2025-03-20 12:28:48,843 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7183 +[2025-03-20 12:28:49,429 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6844 +[2025-03-20 12:28:49,604 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1706 +[2025-03-20 12:28:50,294 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2929 +[2025-03-20 12:28:51,823 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5081 +[2025-03-20 12:28:56,648 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9693 +[2025-03-20 12:28:56,891 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2224 +[2025-03-20 12:28:59,529 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4226 +[2025-03-20 12:28:59,927 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.3002 +[2025-03-20 12:29:00,938 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:29:00,938 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:29:00,938 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] ceiling : 0.9441 0.9630 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] floor : 0.9812 0.9890 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] wall : 0.8504 0.9680 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] column : 0.2383 0.2561 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] window : 0.5773 0.5956 +[2025-03-20 12:29:00,938 INFO hook.py line 689 4037470] door : 0.7460 0.8633 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] table : 0.7999 0.8824 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] chair : 0.9010 0.9656 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] sofa : 0.3823 0.4084 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] bookcase : 0.7677 0.8543 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] board : 0.6203 0.9231 +[2025-03-20 12:29:00,939 INFO hook.py line 689 4037470] clutter : 0.5978 0.7231 +[2025-03-20 12:29:00,939 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:29:00,939 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6466/0.7225/0.9024. +[2025-03-20 12:29:00,939 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:29:00,973 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:29:00,973 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:29:46,658 INFO hook.py line 566 4037470] Train: [54/100][50/255] Data 0.002 (0.002) Batch 0.721 (0.711) Remain 02:21:29 loss: 0.0978 Lr: 1.46582e-03 +[2025-03-20 12:30:21,661 INFO hook.py line 566 4037470] Train: [54/100][100/255] Data 0.003 (0.002) Batch 0.723 (0.706) Remain 02:19:44 loss: 0.1131 Lr: 1.45610e-03 +[2025-03-20 12:30:56,908 INFO hook.py line 566 4037470] Train: [54/100][150/255] Data 0.002 (0.002) Batch 0.760 (0.705) Remain 02:19:07 loss: 0.2806 Lr: 1.44638e-03 +[2025-03-20 12:31:32,318 INFO hook.py line 566 4037470] Train: [54/100][200/255] Data 0.002 (0.002) Batch 0.713 (0.706) Remain 02:18:40 loss: 0.1430 Lr: 1.43666e-03 +[2025-03-20 12:32:06,753 INFO hook.py line 566 4037470] Train: [54/100][250/255] Data 0.002 (0.002) Batch 0.659 (0.703) Remain 02:17:24 loss: 0.1871 Lr: 1.42695e-03 +[2025-03-20 12:32:10,171 INFO misc.py line 135 4037470] Train result: loss: 0.1476 +[2025-03-20 12:32:10,217 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:32:30,431 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3045 +[2025-03-20 12:32:41,325 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3350 +[2025-03-20 12:32:43,185 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6941 +[2025-03-20 12:32:43,887 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1525 +[2025-03-20 12:32:44,307 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1078 +[2025-03-20 12:32:44,513 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3201 +[2025-03-20 12:32:44,904 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2497 +[2025-03-20 12:32:45,350 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0696 +[2025-03-20 12:32:45,779 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3834 +[2025-03-20 12:32:46,250 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0898 +[2025-03-20 12:32:46,427 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.3913 +[2025-03-20 12:32:46,654 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3418 +[2025-03-20 12:32:47,096 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5473 +[2025-03-20 12:32:48,036 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3980 +[2025-03-20 12:32:48,221 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.7303 +[2025-03-20 12:32:48,525 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0211 +[2025-03-20 12:32:48,975 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4050 +[2025-03-20 12:32:49,500 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5632 +[2025-03-20 12:32:49,710 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1294 +[2025-03-20 12:32:49,900 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6147 +[2025-03-20 12:32:50,119 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3647 +[2025-03-20 12:32:50,362 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7845 +[2025-03-20 12:32:52,040 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1010 +[2025-03-20 12:32:52,206 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8438 +[2025-03-20 12:32:53,229 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3196 +[2025-03-20 12:32:53,443 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5479 +[2025-03-20 12:32:54,029 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5188 +[2025-03-20 12:32:54,207 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0751 +[2025-03-20 12:32:54,897 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3569 +[2025-03-20 12:32:56,425 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6000 +[2025-03-20 12:33:00,955 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7969 +[2025-03-20 12:33:01,197 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1884 +[2025-03-20 12:33:03,837 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3995 +[2025-03-20 12:33:04,234 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.7525 +[2025-03-20 12:33:05,284 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:33:05,284 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:33:05,284 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:33:05,284 INFO hook.py line 689 4037470] ceiling : 0.9284 0.9430 +[2025-03-20 12:33:05,284 INFO hook.py line 689 4037470] floor : 0.9824 0.9906 +[2025-03-20 12:33:05,284 INFO hook.py line 689 4037470] wall : 0.8433 0.9702 +[2025-03-20 12:33:05,284 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] column : 0.3405 0.3785 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] window : 0.6026 0.6546 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] door : 0.7428 0.8849 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] table : 0.8071 0.8830 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] chair : 0.9097 0.9419 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] sofa : 0.7250 0.7550 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] bookcase : 0.7590 0.8104 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] board : 0.7723 0.8752 +[2025-03-20 12:33:05,285 INFO hook.py line 689 4037470] clutter : 0.6218 0.7664 +[2025-03-20 12:33:05,285 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:33:05,285 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6950/0.7580/0.9036. +[2025-03-20 12:33:05,287 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:33:05,319 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:33:05,319 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:33:51,521 INFO hook.py line 566 4037470] Train: [55/100][50/255] Data 0.003 (0.002) Batch 0.758 (0.708) Remain 02:17:44 loss: 0.1331 Lr: 1.41626e-03 +[2025-03-20 12:34:27,042 INFO hook.py line 566 4037470] Train: [55/100][100/255] Data 0.002 (0.002) Batch 0.885 (0.709) Remain 02:17:26 loss: 0.1374 Lr: 1.40656e-03 +[2025-03-20 12:35:01,781 INFO hook.py line 566 4037470] Train: [55/100][150/255] Data 0.002 (0.002) Batch 0.717 (0.704) Remain 02:15:54 loss: 0.1512 Lr: 1.39685e-03 +[2025-03-20 12:35:36,788 INFO hook.py line 566 4037470] Train: [55/100][200/255] Data 0.002 (0.002) Batch 0.676 (0.703) Remain 02:15:07 loss: 0.1448 Lr: 1.38715e-03 +[2025-03-20 12:36:11,418 INFO hook.py line 566 4037470] Train: [55/100][250/255] Data 0.001 (0.002) Batch 0.702 (0.701) Remain 02:14:07 loss: 0.1480 Lr: 1.37746e-03 +[2025-03-20 12:36:14,827 INFO misc.py line 135 4037470] Train result: loss: 0.1403 +[2025-03-20 12:36:15,494 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:36:45,979 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3182 +[2025-03-20 12:36:46,739 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2883 +[2025-03-20 12:36:48,599 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.5895 +[2025-03-20 12:36:49,300 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3425 +[2025-03-20 12:36:49,721 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1038 +[2025-03-20 12:36:49,928 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3795 +[2025-03-20 12:36:50,320 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3136 +[2025-03-20 12:36:50,710 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0780 +[2025-03-20 12:36:51,138 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5064 +[2025-03-20 12:36:51,633 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1416 +[2025-03-20 12:36:51,811 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.5213 +[2025-03-20 12:36:52,039 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3692 +[2025-03-20 12:36:52,481 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7417 +[2025-03-20 12:36:53,408 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4596 +[2025-03-20 12:36:53,593 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4926 +[2025-03-20 12:36:53,897 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9517 +[2025-03-20 12:36:54,348 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4402 +[2025-03-20 12:36:54,872 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.7802 +[2025-03-20 12:36:55,082 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0231 +[2025-03-20 12:36:55,272 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.7017 +[2025-03-20 12:36:55,491 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5010 +[2025-03-20 12:36:55,739 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.3503 +[2025-03-20 12:36:57,418 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1325 +[2025-03-20 12:36:57,585 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.5035 +[2025-03-20 12:36:58,609 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3676 +[2025-03-20 12:36:58,826 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6701 +[2025-03-20 12:36:59,413 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6415 +[2025-03-20 12:36:59,593 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1670 +[2025-03-20 12:37:00,282 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4090 +[2025-03-20 12:37:01,811 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.7021 +[2025-03-20 12:37:06,344 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7131 +[2025-03-20 12:37:06,588 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0164 +[2025-03-20 12:37:09,243 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.6331 +[2025-03-20 12:37:09,640 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0140 +[2025-03-20 12:37:10,741 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:37:10,742 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:37:10,742 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] ceiling : 0.9326 0.9509 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] floor : 0.9810 0.9904 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] wall : 0.8356 0.9730 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] column : 0.1818 0.1874 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] window : 0.5629 0.5715 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] door : 0.7194 0.8282 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] table : 0.8213 0.9044 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] chair : 0.9245 0.9634 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] sofa : 0.7637 0.8084 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] bookcase : 0.7513 0.8525 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] board : 0.7715 0.8449 +[2025-03-20 12:37:10,742 INFO hook.py line 689 4037470] clutter : 0.6107 0.7307 +[2025-03-20 12:37:10,742 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:37:10,742 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6812/0.7389/0.9000. +[2025-03-20 12:37:10,743 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:37:10,779 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:37:10,779 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:37:58,753 INFO hook.py line 566 4037470] Train: [56/100][50/255] Data 0.002 (0.002) Batch 0.712 (0.706) Remain 02:14:31 loss: 0.1922 Lr: 1.36680e-03 +[2025-03-20 12:38:33,989 INFO hook.py line 566 4037470] Train: [56/100][100/255] Data 0.002 (0.002) Batch 0.721 (0.706) Remain 02:13:45 loss: 0.1177 Lr: 1.35711e-03 +[2025-03-20 12:39:08,829 INFO hook.py line 566 4037470] Train: [56/100][150/255] Data 0.002 (0.002) Batch 0.579 (0.703) Remain 02:12:36 loss: 0.1819 Lr: 1.34744e-03 +[2025-03-20 12:39:43,823 INFO hook.py line 566 4037470] Train: [56/100][200/255] Data 0.001 (0.002) Batch 0.734 (0.702) Remain 02:11:53 loss: 0.1241 Lr: 1.33776e-03 +[2025-03-20 12:40:18,971 INFO hook.py line 566 4037470] Train: [56/100][250/255] Data 0.001 (0.002) Batch 0.692 (0.702) Remain 02:11:21 loss: 0.0778 Lr: 1.32810e-03 +[2025-03-20 12:40:22,580 INFO misc.py line 135 4037470] Train result: loss: 0.1394 +[2025-03-20 12:40:22,876 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:40:51,288 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2607 +[2025-03-20 12:40:51,756 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3611 +[2025-03-20 12:40:53,609 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6691 +[2025-03-20 12:40:54,314 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0167 +[2025-03-20 12:40:54,734 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1026 +[2025-03-20 12:40:54,939 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3507 +[2025-03-20 12:40:55,330 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2119 +[2025-03-20 12:40:55,716 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0727 +[2025-03-20 12:40:56,144 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4185 +[2025-03-20 12:40:56,609 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0747 +[2025-03-20 12:40:56,786 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4774 +[2025-03-20 12:40:57,016 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3501 +[2025-03-20 12:40:57,458 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6256 +[2025-03-20 12:40:58,387 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3784 +[2025-03-20 12:40:58,572 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1595 +[2025-03-20 12:40:58,876 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9808 +[2025-03-20 12:40:59,327 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3888 +[2025-03-20 12:40:59,851 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4595 +[2025-03-20 12:41:00,061 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0519 +[2025-03-20 12:41:00,251 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4413 +[2025-03-20 12:41:00,470 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3361 +[2025-03-20 12:41:00,713 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9525 +[2025-03-20 12:41:02,392 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2026 +[2025-03-20 12:41:02,557 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7915 +[2025-03-20 12:41:03,582 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4523 +[2025-03-20 12:41:03,795 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5951 +[2025-03-20 12:41:04,380 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5373 +[2025-03-20 12:41:04,556 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1385 +[2025-03-20 12:41:05,245 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3680 +[2025-03-20 12:41:06,773 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4843 +[2025-03-20 12:41:11,311 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6903 +[2025-03-20 12:41:11,554 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8423 +[2025-03-20 12:41:14,199 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4716 +[2025-03-20 12:41:14,597 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8994 +[2025-03-20 12:41:15,685 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:41:15,688 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:41:15,688 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] ceiling : 0.9398 0.9548 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] floor : 0.9813 0.9863 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] wall : 0.8437 0.9663 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] column : 0.2312 0.2509 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] window : 0.5961 0.6182 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] door : 0.7247 0.8559 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] table : 0.8087 0.9179 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] chair : 0.8971 0.9466 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] sofa : 0.5716 0.5919 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] bookcase : 0.7486 0.8101 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] board : 0.7745 0.8552 +[2025-03-20 12:41:15,688 INFO hook.py line 689 4037470] clutter : 0.6146 0.7743 +[2025-03-20 12:41:15,688 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:41:15,688 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6717/0.7330/0.9011. +[2025-03-20 12:41:15,689 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:41:15,911 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:41:15,912 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:42:00,440 INFO hook.py line 566 4037470] Train: [57/100][50/255] Data 0.002 (0.002) Batch 0.676 (0.709) Remain 02:12:00 loss: 0.1998 Lr: 1.31748e-03 +[2025-03-20 12:42:35,703 INFO hook.py line 566 4037470] Train: [57/100][100/255] Data 0.002 (0.002) Batch 0.633 (0.707) Remain 02:11:02 loss: 0.0694 Lr: 1.30783e-03 +[2025-03-20 12:43:10,654 INFO hook.py line 566 4037470] Train: [57/100][150/255] Data 0.003 (0.002) Batch 0.723 (0.704) Remain 02:09:57 loss: 0.1176 Lr: 1.29819e-03 +[2025-03-20 12:43:46,031 INFO hook.py line 566 4037470] Train: [57/100][200/255] Data 0.003 (0.002) Batch 0.716 (0.705) Remain 02:09:30 loss: 0.0908 Lr: 1.28855e-03 +[2025-03-20 12:44:20,847 INFO hook.py line 566 4037470] Train: [57/100][250/255] Data 0.003 (0.002) Batch 0.671 (0.703) Remain 02:08:35 loss: 0.1540 Lr: 1.27893e-03 +[2025-03-20 12:44:24,252 INFO misc.py line 135 4037470] Train result: loss: 0.1367 +[2025-03-20 12:44:24,331 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:44:56,220 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2669 +[2025-03-20 12:44:56,751 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3003 +[2025-03-20 12:44:58,607 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6616 +[2025-03-20 12:44:59,317 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1549 +[2025-03-20 12:44:59,740 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1063 +[2025-03-20 12:44:59,950 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4608 +[2025-03-20 12:45:00,344 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.1980 +[2025-03-20 12:45:00,735 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0710 +[2025-03-20 12:45:01,163 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3166 +[2025-03-20 12:45:01,624 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.8572 +[2025-03-20 12:45:01,802 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4469 +[2025-03-20 12:45:02,030 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3135 +[2025-03-20 12:45:02,472 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5866 +[2025-03-20 12:45:03,402 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4640 +[2025-03-20 12:45:03,588 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6891 +[2025-03-20 12:45:03,892 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.5253 +[2025-03-20 12:45:04,344 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3078 +[2025-03-20 12:45:04,870 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6336 +[2025-03-20 12:45:05,080 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.2287 +[2025-03-20 12:45:05,270 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.2532 +[2025-03-20 12:45:05,490 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4017 +[2025-03-20 12:45:05,733 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8222 +[2025-03-20 12:45:07,412 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.9456 +[2025-03-20 12:45:07,584 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0212 +[2025-03-20 12:45:08,610 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.7119 +[2025-03-20 12:45:08,828 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5184 +[2025-03-20 12:45:09,419 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.4687 +[2025-03-20 12:45:09,601 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1779 +[2025-03-20 12:45:10,296 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.5426 +[2025-03-20 12:45:11,825 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4369 +[2025-03-20 12:45:16,409 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7686 +[2025-03-20 12:45:16,652 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1282 +[2025-03-20 12:45:19,303 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.6145 +[2025-03-20 12:45:19,701 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0657 +[2025-03-20 12:45:20,781 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:45:20,781 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:45:20,781 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] ceiling : 0.9303 0.9506 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] floor : 0.9795 0.9891 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] wall : 0.8412 0.9756 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] column : 0.3610 0.3936 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] window : 0.6118 0.6302 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] door : 0.7004 0.8402 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] table : 0.7912 0.9034 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] chair : 0.9056 0.9511 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] sofa : 0.6142 0.6423 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] bookcase : 0.7469 0.8273 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] board : 0.7985 0.9007 +[2025-03-20 12:45:20,781 INFO hook.py line 689 4037470] clutter : 0.6128 0.7143 +[2025-03-20 12:45:20,781 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:45:20,781 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6841/0.7476/0.9024. +[2025-03-20 12:45:20,782 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:45:20,822 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:45:20,823 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:46:08,615 INFO hook.py line 566 4037470] Train: [58/100][50/255] Data 0.004 (0.048) Batch 0.686 (0.743) Remain 02:15:06 loss: 0.1579 Lr: 1.26836e-03 +[2025-03-20 12:46:43,913 INFO hook.py line 566 4037470] Train: [58/100][100/255] Data 0.001 (0.024) Batch 0.744 (0.724) Remain 02:11:03 loss: 0.0957 Lr: 1.25875e-03 +[2025-03-20 12:47:19,085 INFO hook.py line 566 4037470] Train: [58/100][150/255] Data 0.002 (0.017) Batch 0.666 (0.717) Remain 02:09:12 loss: 0.1631 Lr: 1.24916e-03 +[2025-03-20 12:47:53,863 INFO hook.py line 566 4037470] Train: [58/100][200/255] Data 0.003 (0.013) Batch 0.732 (0.711) Remain 02:07:38 loss: 0.1355 Lr: 1.23958e-03 +[2025-03-20 12:48:28,821 INFO hook.py line 566 4037470] Train: [58/100][250/255] Data 0.002 (0.011) Batch 0.727 (0.709) Remain 02:06:36 loss: 0.1140 Lr: 1.23000e-03 +[2025-03-20 12:48:32,325 INFO misc.py line 135 4037470] Train result: loss: 0.1374 +[2025-03-20 12:48:32,438 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:49:02,558 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2550 +[2025-03-20 12:49:03,044 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3877 +[2025-03-20 12:49:04,900 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7118 +[2025-03-20 12:49:05,603 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.0190 +[2025-03-20 12:49:06,025 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1057 +[2025-03-20 12:49:06,234 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5203 +[2025-03-20 12:49:06,626 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2783 +[2025-03-20 12:49:07,021 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0654 +[2025-03-20 12:49:07,452 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3871 +[2025-03-20 12:49:07,914 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1186 +[2025-03-20 12:49:08,094 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4353 +[2025-03-20 12:49:08,322 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3517 +[2025-03-20 12:49:08,766 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6552 +[2025-03-20 12:49:09,694 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5156 +[2025-03-20 12:49:09,882 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4998 +[2025-03-20 12:49:10,186 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8592 +[2025-03-20 12:49:10,639 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3931 +[2025-03-20 12:49:11,165 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5366 +[2025-03-20 12:49:11,374 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0075 +[2025-03-20 12:49:11,564 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3988 +[2025-03-20 12:49:11,783 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3123 +[2025-03-20 12:49:12,029 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2004 +[2025-03-20 12:49:13,711 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0475 +[2025-03-20 12:49:13,877 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8587 +[2025-03-20 12:49:14,903 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2961 +[2025-03-20 12:49:15,117 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4888 +[2025-03-20 12:49:15,702 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5576 +[2025-03-20 12:49:15,878 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1046 +[2025-03-20 12:49:16,566 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2879 +[2025-03-20 12:49:18,095 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4942 +[2025-03-20 12:49:22,672 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8031 +[2025-03-20 12:49:22,915 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7494 +[2025-03-20 12:49:25,559 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 1.9863 +[2025-03-20 12:49:25,959 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9144 +[2025-03-20 12:49:27,055 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:49:27,055 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:49:27,055 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] ceiling : 0.9419 0.9666 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] floor : 0.9813 0.9882 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] wall : 0.8431 0.9723 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] column : 0.2287 0.2421 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] window : 0.5895 0.6038 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] door : 0.7593 0.8773 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] table : 0.7965 0.8970 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] chair : 0.8930 0.9653 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] sofa : 0.7134 0.7784 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] bookcase : 0.7449 0.8109 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] board : 0.7608 0.8851 +[2025-03-20 12:49:27,055 INFO hook.py line 689 4037470] clutter : 0.6192 0.7485 +[2025-03-20 12:49:27,055 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:49:27,055 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6824/0.7489/0.9036. +[2025-03-20 12:49:27,056 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:49:27,113 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:49:27,113 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:50:14,422 INFO hook.py line 566 4037470] Train: [59/100][50/255] Data 0.002 (0.002) Batch 0.701 (0.700) Remain 02:04:23 loss: 0.1082 Lr: 1.21949e-03 +[2025-03-20 12:50:49,459 INFO hook.py line 566 4037470] Train: [59/100][100/255] Data 0.004 (0.002) Batch 0.723 (0.700) Remain 02:03:51 loss: 0.2002 Lr: 1.20994e-03 +[2025-03-20 12:51:24,593 INFO hook.py line 566 4037470] Train: [59/100][150/255] Data 0.002 (0.002) Batch 0.756 (0.701) Remain 02:03:24 loss: 0.1655 Lr: 1.20041e-03 +[2025-03-20 12:51:59,856 INFO hook.py line 566 4037470] Train: [59/100][200/255] Data 0.002 (0.002) Batch 0.657 (0.702) Remain 02:03:00 loss: 0.1288 Lr: 1.19088e-03 +[2025-03-20 12:52:34,675 INFO hook.py line 566 4037470] Train: [59/100][250/255] Data 0.002 (0.002) Batch 0.690 (0.701) Remain 02:02:13 loss: 0.1871 Lr: 1.18137e-03 +[2025-03-20 12:52:38,023 INFO misc.py line 135 4037470] Train result: loss: 0.1397 +[2025-03-20 12:52:38,971 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:53:08,621 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3590 +[2025-03-20 12:53:09,071 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5034 +[2025-03-20 12:53:10,923 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7088 +[2025-03-20 12:53:11,630 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2748 +[2025-03-20 12:53:12,052 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0958 +[2025-03-20 12:53:12,258 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3846 +[2025-03-20 12:53:12,650 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2945 +[2025-03-20 12:53:13,035 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0978 +[2025-03-20 12:53:13,465 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3512 +[2025-03-20 12:53:13,937 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1083 +[2025-03-20 12:53:14,115 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4951 +[2025-03-20 12:53:14,343 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3366 +[2025-03-20 12:53:14,785 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6313 +[2025-03-20 12:53:15,714 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4645 +[2025-03-20 12:53:15,900 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6983 +[2025-03-20 12:53:16,204 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.7366 +[2025-03-20 12:53:16,656 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.2790 +[2025-03-20 12:53:17,182 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6230 +[2025-03-20 12:53:17,393 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9330 +[2025-03-20 12:53:17,584 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3177 +[2025-03-20 12:53:17,803 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5200 +[2025-03-20 12:53:18,046 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1204 +[2025-03-20 12:53:19,724 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3258 +[2025-03-20 12:53:19,890 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0054 +[2025-03-20 12:53:20,915 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6167 +[2025-03-20 12:53:21,130 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.7721 +[2025-03-20 12:53:21,715 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5984 +[2025-03-20 12:53:21,893 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1203 +[2025-03-20 12:53:22,584 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2560 +[2025-03-20 12:53:24,112 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4485 +[2025-03-20 12:53:28,727 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.4198 +[2025-03-20 12:53:28,970 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.4591 +[2025-03-20 12:53:31,610 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.1537 +[2025-03-20 12:53:32,009 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1784 +[2025-03-20 12:53:33,061 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:53:33,061 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:53:33,061 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] ceiling : 0.9434 0.9661 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] floor : 0.9824 0.9894 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] wall : 0.8331 0.9763 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] column : 0.2848 0.3012 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] window : 0.5169 0.5339 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] door : 0.7538 0.8826 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] table : 0.7924 0.8889 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] chair : 0.9059 0.9461 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] sofa : 0.4200 0.4334 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] bookcase : 0.7498 0.8310 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] board : 0.7652 0.8507 +[2025-03-20 12:53:33,061 INFO hook.py line 689 4037470] clutter : 0.5973 0.7100 +[2025-03-20 12:53:33,061 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:53:33,061 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6573/0.7161/0.9002. +[2025-03-20 12:53:33,062 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:53:33,143 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:53:33,143 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:54:18,196 INFO hook.py line 566 4037470] Train: [60/100][50/255] Data 0.002 (0.002) Batch 0.712 (0.710) Remain 02:03:10 loss: 0.0929 Lr: 1.17093e-03 +[2025-03-20 12:54:53,447 INFO hook.py line 566 4037470] Train: [60/100][100/255] Data 0.002 (0.002) Batch 0.699 (0.708) Remain 02:02:07 loss: 0.1472 Lr: 1.16145e-03 +[2025-03-20 12:55:28,273 INFO hook.py line 566 4037470] Train: [60/100][150/255] Data 0.002 (0.002) Batch 0.683 (0.704) Remain 02:00:52 loss: 0.0745 Lr: 1.15198e-03 +[2025-03-20 12:56:03,611 INFO hook.py line 566 4037470] Train: [60/100][200/255] Data 0.002 (0.002) Batch 0.722 (0.705) Remain 02:00:25 loss: 0.1198 Lr: 1.14253e-03 +[2025-03-20 12:56:38,286 INFO hook.py line 566 4037470] Train: [60/100][250/255] Data 0.002 (0.002) Batch 0.711 (0.702) Remain 01:59:27 loss: 0.1291 Lr: 1.13309e-03 +[2025-03-20 12:56:41,827 INFO misc.py line 135 4037470] Train result: loss: 0.1315 +[2025-03-20 12:56:42,404 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 12:57:15,082 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3147 +[2025-03-20 12:57:15,515 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3937 +[2025-03-20 12:57:17,369 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6811 +[2025-03-20 12:57:18,075 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2749 +[2025-03-20 12:57:18,494 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0853 +[2025-03-20 12:57:18,700 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3097 +[2025-03-20 12:57:19,089 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.1911 +[2025-03-20 12:57:19,474 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0747 +[2025-03-20 12:57:19,902 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4419 +[2025-03-20 12:57:20,363 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0197 +[2025-03-20 12:57:20,540 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4543 +[2025-03-20 12:57:20,768 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3201 +[2025-03-20 12:57:21,211 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5887 +[2025-03-20 12:57:22,138 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4501 +[2025-03-20 12:57:22,323 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2784 +[2025-03-20 12:57:22,628 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9945 +[2025-03-20 12:57:23,079 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3458 +[2025-03-20 12:57:23,605 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5922 +[2025-03-20 12:57:23,814 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1268 +[2025-03-20 12:57:24,005 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.2912 +[2025-03-20 12:57:24,224 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5464 +[2025-03-20 12:57:24,466 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8096 +[2025-03-20 12:57:26,147 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.8781 +[2025-03-20 12:57:26,312 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9594 +[2025-03-20 12:57:27,336 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3552 +[2025-03-20 12:57:27,550 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4859 +[2025-03-20 12:57:28,137 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6354 +[2025-03-20 12:57:28,313 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0846 +[2025-03-20 12:57:29,001 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3534 +[2025-03-20 12:57:30,529 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4912 +[2025-03-20 12:57:35,091 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6382 +[2025-03-20 12:57:35,333 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7787 +[2025-03-20 12:57:37,980 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3584 +[2025-03-20 12:57:38,378 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8906 +[2025-03-20 12:57:39,419 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 12:57:39,419 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 12:57:39,419 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 12:57:39,419 INFO hook.py line 689 4037470] ceiling : 0.9384 0.9541 +[2025-03-20 12:57:39,419 INFO hook.py line 689 4037470] floor : 0.9826 0.9887 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] wall : 0.8431 0.9718 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] column : 0.3398 0.3636 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] window : 0.5806 0.5950 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] door : 0.7643 0.8703 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] table : 0.8215 0.9032 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] chair : 0.8960 0.9517 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] sofa : 0.6660 0.6829 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] bookcase : 0.7493 0.8222 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] board : 0.7857 0.8821 +[2025-03-20 12:57:39,420 INFO hook.py line 689 4037470] clutter : 0.6186 0.7600 +[2025-03-20 12:57:39,420 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 12:57:39,420 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6912/0.7497/0.9046. +[2025-03-20 12:57:39,420 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 12:57:39,508 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 12:57:39,509 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 12:58:26,378 INFO hook.py line 566 4037470] Train: [61/100][50/255] Data 0.002 (0.002) Batch 0.739 (0.702) Remain 01:58:46 loss: 0.1494 Lr: 1.12273e-03 +[2025-03-20 12:59:01,568 INFO hook.py line 566 4037470] Train: [61/100][100/255] Data 0.002 (0.002) Batch 0.718 (0.703) Remain 01:58:20 loss: 0.1438 Lr: 1.11332e-03 +[2025-03-20 12:59:36,554 INFO hook.py line 566 4037470] Train: [61/100][150/255] Data 0.002 (0.002) Batch 0.743 (0.702) Remain 01:57:33 loss: 0.1834 Lr: 1.10393e-03 +[2025-03-20 13:00:11,436 INFO hook.py line 566 4037470] Train: [61/100][200/255] Data 0.002 (0.002) Batch 0.646 (0.701) Remain 01:56:47 loss: 0.1151 Lr: 1.09456e-03 +[2025-03-20 13:00:46,188 INFO hook.py line 566 4037470] Train: [61/100][250/255] Data 0.002 (0.002) Batch 0.722 (0.700) Remain 01:56:01 loss: 0.0922 Lr: 1.08521e-03 +[2025-03-20 13:00:49,584 INFO misc.py line 135 4037470] Train result: loss: 0.1281 +[2025-03-20 13:00:49,691 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:01:18,947 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2872 +[2025-03-20 13:01:19,392 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1703 +[2025-03-20 13:01:21,337 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6804 +[2025-03-20 13:01:22,045 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1176 +[2025-03-20 13:01:22,466 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0820 +[2025-03-20 13:01:22,675 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3549 +[2025-03-20 13:01:23,070 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2114 +[2025-03-20 13:01:23,465 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0801 +[2025-03-20 13:01:23,896 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4275 +[2025-03-20 13:01:24,358 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2026 +[2025-03-20 13:01:24,536 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4364 +[2025-03-20 13:01:24,764 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3395 +[2025-03-20 13:01:25,208 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5922 +[2025-03-20 13:01:26,135 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5531 +[2025-03-20 13:01:26,320 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9770 +[2025-03-20 13:01:26,625 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8697 +[2025-03-20 13:01:27,075 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3722 +[2025-03-20 13:01:27,600 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5387 +[2025-03-20 13:01:27,811 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9840 +[2025-03-20 13:01:28,001 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3923 +[2025-03-20 13:01:28,224 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6494 +[2025-03-20 13:01:28,467 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8097 +[2025-03-20 13:01:30,149 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0811 +[2025-03-20 13:01:30,317 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8655 +[2025-03-20 13:01:31,343 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4207 +[2025-03-20 13:01:31,560 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6645 +[2025-03-20 13:01:32,146 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8190 +[2025-03-20 13:01:32,323 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.2461 +[2025-03-20 13:01:33,012 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.6814 +[2025-03-20 13:01:34,540 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5160 +[2025-03-20 13:01:39,076 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8681 +[2025-03-20 13:01:39,322 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.7839 +[2025-03-20 13:01:41,967 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2411 +[2025-03-20 13:01:42,365 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9075 +[2025-03-20 13:01:43,432 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:01:43,433 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:01:43,433 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] ceiling : 0.9439 0.9684 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] floor : 0.9814 0.9882 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] wall : 0.8488 0.9676 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] column : 0.3222 0.3518 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] window : 0.5685 0.5792 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] door : 0.6995 0.8038 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] table : 0.8035 0.8842 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] chair : 0.9040 0.9677 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] sofa : 0.6018 0.6115 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] bookcase : 0.7430 0.8092 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] board : 0.7646 0.8737 +[2025-03-20 13:01:43,433 INFO hook.py line 689 4037470] clutter : 0.5999 0.7715 +[2025-03-20 13:01:43,433 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:01:43,433 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6755/0.7367/0.9023. +[2025-03-20 13:01:43,434 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:01:43,713 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:01:43,714 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:02:30,210 INFO hook.py line 566 4037470] Train: [62/100][50/255] Data 0.002 (0.002) Batch 0.680 (0.710) Remain 01:57:07 loss: 0.0808 Lr: 1.07494e-03 +[2025-03-20 13:03:05,690 INFO hook.py line 566 4037470] Train: [62/100][100/255] Data 0.002 (0.002) Batch 0.735 (0.710) Remain 01:56:28 loss: 0.1464 Lr: 1.06562e-03 +[2025-03-20 13:03:40,664 INFO hook.py line 566 4037470] Train: [62/100][150/255] Data 0.002 (0.002) Batch 0.704 (0.706) Remain 01:55:18 loss: 0.1362 Lr: 1.05632e-03 +[2025-03-20 13:04:15,784 INFO hook.py line 566 4037470] Train: [62/100][200/255] Data 0.002 (0.002) Batch 0.583 (0.705) Remain 01:54:33 loss: 0.0819 Lr: 1.04704e-03 +[2025-03-20 13:04:50,971 INFO hook.py line 566 4037470] Train: [62/100][250/255] Data 0.002 (0.002) Batch 0.723 (0.705) Remain 01:53:55 loss: 0.1594 Lr: 1.03778e-03 +[2025-03-20 13:04:54,408 INFO misc.py line 135 4037470] Train result: loss: 0.1299 +[2025-03-20 13:04:54,608 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:05:24,193 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4138 +[2025-03-20 13:05:24,632 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3210 +[2025-03-20 13:05:26,486 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7175 +[2025-03-20 13:05:27,190 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1739 +[2025-03-20 13:05:27,613 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1022 +[2025-03-20 13:05:27,822 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3587 +[2025-03-20 13:05:28,213 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2429 +[2025-03-20 13:05:28,599 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0700 +[2025-03-20 13:05:29,025 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5120 +[2025-03-20 13:05:29,488 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0533 +[2025-03-20 13:05:29,665 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4713 +[2025-03-20 13:05:29,894 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3801 +[2025-03-20 13:05:30,338 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6804 +[2025-03-20 13:05:31,266 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3497 +[2025-03-20 13:05:31,452 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.0412 +[2025-03-20 13:05:31,758 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.3590 +[2025-03-20 13:05:32,208 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4299 +[2025-03-20 13:05:32,734 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6757 +[2025-03-20 13:05:32,944 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1305 +[2025-03-20 13:05:33,134 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5045 +[2025-03-20 13:05:33,354 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4556 +[2025-03-20 13:05:33,597 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2671 +[2025-03-20 13:05:35,280 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1607 +[2025-03-20 13:05:35,446 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8845 +[2025-03-20 13:05:36,470 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1748 +[2025-03-20 13:05:36,684 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6354 +[2025-03-20 13:05:37,269 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5301 +[2025-03-20 13:05:37,446 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0794 +[2025-03-20 13:05:38,134 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2484 +[2025-03-20 13:05:39,662 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6261 +[2025-03-20 13:05:44,385 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8368 +[2025-03-20 13:05:44,628 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9454 +[2025-03-20 13:05:47,268 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3241 +[2025-03-20 13:05:47,665 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0473 +[2025-03-20 13:05:48,696 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:05:48,696 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:05:48,696 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] ceiling : 0.9408 0.9593 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] floor : 0.9809 0.9882 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] wall : 0.8443 0.9753 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] column : 0.2701 0.2769 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] window : 0.5824 0.5986 +[2025-03-20 13:05:48,696 INFO hook.py line 689 4037470] door : 0.7433 0.8984 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] table : 0.8108 0.9066 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] chair : 0.9131 0.9618 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] sofa : 0.5395 0.5587 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] bookcase : 0.7612 0.8276 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] board : 0.7720 0.8505 +[2025-03-20 13:05:48,697 INFO hook.py line 689 4037470] clutter : 0.6246 0.7538 +[2025-03-20 13:05:48,697 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:05:48,697 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6756/0.7351/0.9056. +[2025-03-20 13:05:48,697 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:05:48,770 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:05:48,771 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:06:37,989 INFO hook.py line 566 4037470] Train: [63/100][50/255] Data 0.002 (0.002) Batch 0.724 (0.727) Remain 01:56:50 loss: 0.1059 Lr: 1.02762e-03 +[2025-03-20 13:07:12,868 INFO hook.py line 566 4037470] Train: [63/100][100/255] Data 0.003 (0.002) Batch 0.652 (0.712) Remain 01:53:47 loss: 0.1303 Lr: 1.01840e-03 +[2025-03-20 13:07:47,855 INFO hook.py line 566 4037470] Train: [63/100][150/255] Data 0.003 (0.002) Batch 0.733 (0.708) Remain 01:52:32 loss: 0.1323 Lr: 1.00938e-03 +[2025-03-20 13:08:22,711 INFO hook.py line 566 4037470] Train: [63/100][200/255] Data 0.002 (0.002) Batch 0.717 (0.705) Remain 01:51:31 loss: 0.0986 Lr: 1.00020e-03 +[2025-03-20 13:08:57,621 INFO hook.py line 566 4037470] Train: [63/100][250/255] Data 0.002 (0.002) Batch 0.718 (0.704) Remain 01:50:42 loss: 0.1658 Lr: 9.91042e-04 +[2025-03-20 13:09:01,078 INFO misc.py line 135 4037470] Train result: loss: 0.1257 +[2025-03-20 13:09:01,114 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:09:27,015 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2744 +[2025-03-20 13:09:29,126 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2368 +[2025-03-20 13:09:30,984 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6487 +[2025-03-20 13:09:31,690 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1328 +[2025-03-20 13:09:32,112 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0892 +[2025-03-20 13:09:32,321 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3547 +[2025-03-20 13:09:32,714 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2740 +[2025-03-20 13:09:33,100 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0608 +[2025-03-20 13:09:33,532 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3342 +[2025-03-20 13:09:33,996 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0418 +[2025-03-20 13:09:34,173 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4268 +[2025-03-20 13:09:34,402 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3238 +[2025-03-20 13:09:34,846 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6466 +[2025-03-20 13:09:35,775 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5478 +[2025-03-20 13:09:35,961 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2269 +[2025-03-20 13:09:36,266 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8547 +[2025-03-20 13:09:36,717 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3881 +[2025-03-20 13:09:37,243 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4953 +[2025-03-20 13:09:37,454 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0583 +[2025-03-20 13:09:37,644 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3176 +[2025-03-20 13:09:37,864 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3981 +[2025-03-20 13:09:38,108 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7350 +[2025-03-20 13:09:39,787 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0744 +[2025-03-20 13:09:39,953 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0270 +[2025-03-20 13:09:40,977 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5999 +[2025-03-20 13:09:41,192 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5363 +[2025-03-20 13:09:41,780 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.4989 +[2025-03-20 13:09:41,956 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0737 +[2025-03-20 13:09:42,646 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2915 +[2025-03-20 13:09:44,174 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4736 +[2025-03-20 13:09:48,708 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9182 +[2025-03-20 13:09:48,954 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2665 +[2025-03-20 13:09:51,599 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4542 +[2025-03-20 13:09:51,999 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.8196 +[2025-03-20 13:09:53,011 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:09:53,011 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:09:53,011 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] ceiling : 0.9298 0.9518 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] floor : 0.9820 0.9869 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] wall : 0.8471 0.9709 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] column : 0.3143 0.3361 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] window : 0.6156 0.6462 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] door : 0.7379 0.8829 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] table : 0.8042 0.8794 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] chair : 0.9077 0.9578 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] sofa : 0.7148 0.7564 +[2025-03-20 13:09:53,011 INFO hook.py line 689 4037470] bookcase : 0.7552 0.8204 +[2025-03-20 13:09:53,012 INFO hook.py line 689 4037470] board : 0.8171 0.8937 +[2025-03-20 13:09:53,012 INFO hook.py line 689 4037470] clutter : 0.6084 0.7527 +[2025-03-20 13:09:53,012 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:09:53,012 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6949/0.7566/0.9040. +[2025-03-20 13:09:53,012 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:09:53,032 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:09:53,032 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:10:36,887 INFO hook.py line 566 4037470] Train: [64/100][50/255] Data 0.002 (0.014) Batch 0.682 (0.724) Remain 01:53:19 loss: 0.1509 Lr: 9.80992e-04 +[2025-03-20 13:11:11,570 INFO hook.py line 566 4037470] Train: [64/100][100/255] Data 0.002 (0.008) Batch 0.736 (0.709) Remain 01:50:14 loss: 0.0944 Lr: 9.71879e-04 +[2025-03-20 13:11:46,347 INFO hook.py line 566 4037470] Train: [64/100][150/255] Data 0.003 (0.006) Batch 0.711 (0.704) Remain 01:48:58 loss: 0.1600 Lr: 9.62788e-04 +[2025-03-20 13:12:21,304 INFO hook.py line 566 4037470] Train: [64/100][200/255] Data 0.002 (0.005) Batch 0.652 (0.703) Remain 01:48:11 loss: 0.1044 Lr: 9.53720e-04 +[2025-03-20 13:12:55,955 INFO hook.py line 566 4037470] Train: [64/100][250/255] Data 0.003 (0.004) Batch 0.723 (0.701) Remain 01:47:17 loss: 0.1364 Lr: 9.44674e-04 +[2025-03-20 13:12:59,458 INFO misc.py line 135 4037470] Train result: loss: 0.1255 +[2025-03-20 13:12:59,619 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:13:28,520 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3833 +[2025-03-20 13:13:29,001 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.5722 +[2025-03-20 13:13:30,879 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6997 +[2025-03-20 13:13:31,585 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1669 +[2025-03-20 13:13:32,005 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0819 +[2025-03-20 13:13:32,212 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3941 +[2025-03-20 13:13:32,604 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2574 +[2025-03-20 13:13:32,988 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0837 +[2025-03-20 13:13:33,417 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4431 +[2025-03-20 13:13:33,879 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2535 +[2025-03-20 13:13:34,059 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4795 +[2025-03-20 13:13:34,314 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3597 +[2025-03-20 13:13:34,757 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6110 +[2025-03-20 13:13:35,684 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5351 +[2025-03-20 13:13:35,869 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.6075 +[2025-03-20 13:13:36,173 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0444 +[2025-03-20 13:13:36,625 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3927 +[2025-03-20 13:13:37,150 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6216 +[2025-03-20 13:13:37,361 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.4657 +[2025-03-20 13:13:37,552 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.2808 +[2025-03-20 13:13:37,772 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4772 +[2025-03-20 13:13:38,015 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9944 +[2025-03-20 13:13:39,693 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2552 +[2025-03-20 13:13:39,858 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.2554 +[2025-03-20 13:13:40,885 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6103 +[2025-03-20 13:13:41,100 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5845 +[2025-03-20 13:13:41,686 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5612 +[2025-03-20 13:13:41,862 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0929 +[2025-03-20 13:13:42,552 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.4014 +[2025-03-20 13:13:44,079 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4792 +[2025-03-20 13:13:48,610 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.4860 +[2025-03-20 13:13:48,853 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2230 +[2025-03-20 13:13:51,493 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4214 +[2025-03-20 13:13:51,890 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0078 +[2025-03-20 13:13:52,962 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:13:52,962 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:13:52,962 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] ceiling : 0.9350 0.9624 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] floor : 0.9824 0.9889 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] wall : 0.8362 0.9789 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] column : 0.2834 0.3084 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] window : 0.5865 0.5997 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] door : 0.7195 0.8584 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] table : 0.8129 0.9105 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] chair : 0.8987 0.9517 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] sofa : 0.4499 0.4563 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] bookcase : 0.7624 0.8490 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] board : 0.7807 0.9101 +[2025-03-20 13:13:52,962 INFO hook.py line 689 4037470] clutter : 0.5891 0.6691 +[2025-03-20 13:13:52,962 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:13:52,962 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6644/0.7264/0.9017. +[2025-03-20 13:13:52,965 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:13:52,966 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:13:52,966 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:14:39,606 INFO hook.py line 566 4037470] Train: [65/100][50/255] Data 0.002 (0.002) Batch 0.729 (0.709) Remain 01:47:50 loss: 0.1381 Lr: 9.34751e-04 +[2025-03-20 13:15:15,007 INFO hook.py line 566 4037470] Train: [65/100][100/255] Data 0.002 (0.002) Batch 0.732 (0.708) Remain 01:47:11 loss: 0.1770 Lr: 9.25755e-04 +[2025-03-20 13:15:49,999 INFO hook.py line 566 4037470] Train: [65/100][150/255] Data 0.002 (0.002) Batch 0.664 (0.705) Remain 01:46:10 loss: 0.1583 Lr: 9.16784e-04 +[2025-03-20 13:16:25,140 INFO hook.py line 566 4037470] Train: [65/100][200/255] Data 0.002 (0.002) Batch 0.701 (0.705) Remain 01:45:28 loss: 0.2245 Lr: 9.07837e-04 +[2025-03-20 13:16:59,853 INFO hook.py line 566 4037470] Train: [65/100][250/255] Data 0.002 (0.002) Batch 0.731 (0.703) Remain 01:44:34 loss: 0.1618 Lr: 8.98914e-04 +[2025-03-20 13:17:03,439 INFO misc.py line 135 4037470] Train result: loss: 0.1244 +[2025-03-20 13:17:03,803 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:17:34,963 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2870 +[2025-03-20 13:17:35,403 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3909 +[2025-03-20 13:17:37,257 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6936 +[2025-03-20 13:17:37,960 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1005 +[2025-03-20 13:17:38,381 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1300 +[2025-03-20 13:17:38,589 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.5183 +[2025-03-20 13:17:38,979 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2262 +[2025-03-20 13:17:39,365 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0699 +[2025-03-20 13:17:39,793 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4656 +[2025-03-20 13:17:40,255 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1045 +[2025-03-20 13:17:40,433 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4684 +[2025-03-20 13:17:40,661 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3786 +[2025-03-20 13:17:41,105 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.5754 +[2025-03-20 13:17:42,033 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3401 +[2025-03-20 13:17:42,219 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9807 +[2025-03-20 13:17:42,523 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0080 +[2025-03-20 13:17:42,975 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3384 +[2025-03-20 13:17:43,500 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5975 +[2025-03-20 13:17:43,711 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0778 +[2025-03-20 13:17:43,901 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4135 +[2025-03-20 13:17:44,120 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4675 +[2025-03-20 13:17:44,362 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0002 +[2025-03-20 13:17:46,041 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1220 +[2025-03-20 13:17:46,207 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.8925 +[2025-03-20 13:17:47,232 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.6111 +[2025-03-20 13:17:47,447 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6160 +[2025-03-20 13:17:48,031 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6146 +[2025-03-20 13:17:48,207 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0946 +[2025-03-20 13:17:48,897 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3859 +[2025-03-20 13:17:50,424 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4953 +[2025-03-20 13:17:54,956 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8054 +[2025-03-20 13:17:55,198 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0251 +[2025-03-20 13:17:57,849 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4297 +[2025-03-20 13:17:58,247 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9115 +[2025-03-20 13:17:59,361 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:17:59,361 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:17:59,361 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:17:59,361 INFO hook.py line 689 4037470] ceiling : 0.9403 0.9596 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] floor : 0.9807 0.9862 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] wall : 0.8456 0.9706 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] beam : 0.0001 0.0008 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] column : 0.3378 0.3569 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] window : 0.6026 0.6199 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] door : 0.7477 0.8635 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] table : 0.8067 0.8985 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] chair : 0.9001 0.9466 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] sofa : 0.4603 0.4810 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] bookcase : 0.7384 0.7956 +[2025-03-20 13:17:59,362 INFO hook.py line 689 4037470] board : 0.7777 0.9069 +[2025-03-20 13:17:59,363 INFO hook.py line 689 4037470] clutter : 0.5928 0.7609 +[2025-03-20 13:17:59,363 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:17:59,363 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6716/0.7344/0.9023. +[2025-03-20 13:17:59,364 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:17:59,739 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:17:59,739 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:18:45,523 INFO hook.py line 566 4037470] Train: [66/100][50/255] Data 0.003 (0.006) Batch 0.704 (0.701) Remain 01:43:39 loss: 0.0765 Lr: 8.89129e-04 +[2025-03-20 13:19:20,624 INFO hook.py line 566 4037470] Train: [66/100][100/255] Data 0.003 (0.004) Batch 0.745 (0.701) Remain 01:43:09 loss: 0.0852 Lr: 8.80260e-04 +[2025-03-20 13:19:55,963 INFO hook.py line 566 4037470] Train: [66/100][150/255] Data 0.002 (0.004) Batch 0.739 (0.703) Remain 01:42:50 loss: 0.1683 Lr: 8.71417e-04 +[2025-03-20 13:20:31,156 INFO hook.py line 566 4037470] Train: [66/100][200/255] Data 0.002 (0.003) Batch 0.678 (0.703) Remain 01:42:17 loss: 0.1097 Lr: 8.62601e-04 +[2025-03-20 13:21:05,931 INFO hook.py line 566 4037470] Train: [66/100][250/255] Data 0.002 (0.003) Batch 0.707 (0.702) Remain 01:41:28 loss: 0.1250 Lr: 8.53812e-04 +[2025-03-20 13:21:09,446 INFO misc.py line 135 4037470] Train result: loss: 0.1229 +[2025-03-20 13:21:09,536 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:21:40,610 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2930 +[2025-03-20 13:21:41,086 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2801 +[2025-03-20 13:21:42,940 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6456 +[2025-03-20 13:21:43,646 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2364 +[2025-03-20 13:21:44,065 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1029 +[2025-03-20 13:21:44,271 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3682 +[2025-03-20 13:21:44,662 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2414 +[2025-03-20 13:21:45,053 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0674 +[2025-03-20 13:21:45,481 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.5101 +[2025-03-20 13:21:45,942 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2325 +[2025-03-20 13:21:46,120 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4918 +[2025-03-20 13:21:46,348 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3817 +[2025-03-20 13:21:46,791 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6444 +[2025-03-20 13:21:47,721 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5427 +[2025-03-20 13:21:47,907 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2025 +[2025-03-20 13:21:48,211 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0279 +[2025-03-20 13:21:48,663 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3243 +[2025-03-20 13:21:49,190 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5683 +[2025-03-20 13:21:49,400 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1733 +[2025-03-20 13:21:49,591 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3469 +[2025-03-20 13:21:49,810 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4763 +[2025-03-20 13:21:50,054 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8237 +[2025-03-20 13:21:51,734 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2831 +[2025-03-20 13:21:51,901 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9763 +[2025-03-20 13:21:52,924 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.0235 +[2025-03-20 13:21:53,139 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6829 +[2025-03-20 13:21:53,726 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6782 +[2025-03-20 13:21:53,903 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0794 +[2025-03-20 13:21:54,594 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3131 +[2025-03-20 13:21:56,123 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4611 +[2025-03-20 13:22:00,661 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9325 +[2025-03-20 13:22:00,904 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2467 +[2025-03-20 13:22:03,544 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4597 +[2025-03-20 13:22:03,943 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0203 +[2025-03-20 13:22:05,089 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:22:05,089 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:22:05,089 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] ceiling : 0.9366 0.9557 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] floor : 0.9817 0.9873 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] wall : 0.8487 0.9692 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] column : 0.2660 0.2830 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] window : 0.5878 0.6053 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] door : 0.7488 0.8800 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] table : 0.8093 0.9089 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] chair : 0.9007 0.9596 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] sofa : 0.5656 0.5866 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] bookcase : 0.7647 0.8393 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] board : 0.8106 0.8903 +[2025-03-20 13:22:05,089 INFO hook.py line 689 4037470] clutter : 0.6193 0.7623 +[2025-03-20 13:22:05,089 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:22:05,089 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6800/0.7406/0.9053. +[2025-03-20 13:22:05,092 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:22:05,384 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6953 +[2025-03-20 13:22:05,384 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:22:50,866 INFO hook.py line 566 4037470] Train: [67/100][50/255] Data 0.002 (0.002) Batch 0.701 (0.702) Remain 01:40:50 loss: 0.1146 Lr: 8.44175e-04 +[2025-03-20 13:23:26,217 INFO hook.py line 566 4037470] Train: [67/100][100/255] Data 0.002 (0.002) Batch 0.734 (0.705) Remain 01:40:37 loss: 0.0881 Lr: 8.35443e-04 +[2025-03-20 13:24:01,154 INFO hook.py line 566 4037470] Train: [67/100][150/255] Data 0.003 (0.002) Batch 0.686 (0.703) Remain 01:39:45 loss: 0.1277 Lr: 8.26739e-04 +[2025-03-20 13:24:36,412 INFO hook.py line 566 4037470] Train: [67/100][200/255] Data 0.002 (0.002) Batch 0.722 (0.703) Remain 01:39:16 loss: 0.0977 Lr: 8.18063e-04 +[2025-03-20 13:25:11,334 INFO hook.py line 566 4037470] Train: [67/100][250/255] Data 0.002 (0.002) Batch 0.725 (0.702) Remain 01:38:33 loss: 0.0768 Lr: 8.09416e-04 +[2025-03-20 13:25:14,766 INFO misc.py line 135 4037470] Train result: loss: 0.1221 +[2025-03-20 13:25:15,010 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:25:47,944 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4128 +[2025-03-20 13:25:48,388 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2495 +[2025-03-20 13:25:50,243 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7757 +[2025-03-20 13:25:50,949 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2619 +[2025-03-20 13:25:51,371 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0939 +[2025-03-20 13:25:51,577 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3244 +[2025-03-20 13:25:51,968 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2399 +[2025-03-20 13:25:52,358 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0694 +[2025-03-20 13:25:52,787 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3025 +[2025-03-20 13:25:53,250 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0070 +[2025-03-20 13:25:53,428 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4792 +[2025-03-20 13:25:53,656 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3564 +[2025-03-20 13:25:54,099 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6422 +[2025-03-20 13:25:55,029 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.2794 +[2025-03-20 13:25:55,215 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3664 +[2025-03-20 13:25:55,519 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9642 +[2025-03-20 13:25:55,970 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3305 +[2025-03-20 13:25:56,496 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6051 +[2025-03-20 13:25:56,706 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8162 +[2025-03-20 13:25:56,896 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4668 +[2025-03-20 13:25:57,116 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4533 +[2025-03-20 13:25:57,358 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7824 +[2025-03-20 13:25:59,036 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0255 +[2025-03-20 13:25:59,202 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0674 +[2025-03-20 13:26:00,226 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4533 +[2025-03-20 13:26:00,440 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5749 +[2025-03-20 13:26:01,025 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6379 +[2025-03-20 13:26:01,201 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0876 +[2025-03-20 13:26:01,890 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3752 +[2025-03-20 13:26:03,417 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4661 +[2025-03-20 13:26:07,949 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.5858 +[2025-03-20 13:26:08,192 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.6307 +[2025-03-20 13:26:10,831 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4643 +[2025-03-20 13:26:11,229 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0099 +[2025-03-20 13:26:12,318 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:26:12,318 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:26:12,318 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] ceiling : 0.9291 0.9516 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] floor : 0.9821 0.9886 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] wall : 0.8455 0.9732 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] column : 0.3143 0.3389 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] window : 0.5702 0.5860 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] door : 0.7980 0.9246 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] table : 0.8005 0.9070 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] chair : 0.9116 0.9658 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] sofa : 0.7769 0.8349 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] bookcase : 0.7417 0.8105 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] board : 0.7753 0.9073 +[2025-03-20 13:26:12,318 INFO hook.py line 689 4037470] clutter : 0.6092 0.7291 +[2025-03-20 13:26:12,318 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:26:12,318 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6965/0.7629/0.9025. +[2025-03-20 13:26:12,319 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:26:12,689 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.6965 +[2025-03-20 13:26:12,689 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6965 +[2025-03-20 13:26:12,690 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:26:57,720 INFO hook.py line 566 4037470] Train: [68/100][50/255] Data 0.003 (0.002) Batch 0.732 (0.705) Remain 01:38:18 loss: 0.1105 Lr: 7.99938e-04 +[2025-03-20 13:27:33,086 INFO hook.py line 566 4037470] Train: [68/100][100/255] Data 0.002 (0.002) Batch 0.707 (0.706) Remain 01:37:52 loss: 0.1304 Lr: 7.91352e-04 +[2025-03-20 13:28:08,008 INFO hook.py line 566 4037470] Train: [68/100][150/255] Data 0.002 (0.002) Batch 0.660 (0.704) Remain 01:36:55 loss: 0.0920 Lr: 7.82796e-04 +[2025-03-20 13:28:42,930 INFO hook.py line 566 4037470] Train: [68/100][200/255] Data 0.002 (0.002) Batch 0.696 (0.702) Remain 01:36:09 loss: 0.1228 Lr: 7.74270e-04 +[2025-03-20 13:29:17,407 INFO hook.py line 566 4037470] Train: [68/100][250/255] Data 0.001 (0.002) Batch 0.699 (0.700) Remain 01:35:13 loss: 0.1323 Lr: 7.65775e-04 +[2025-03-20 13:29:20,889 INFO misc.py line 135 4037470] Train result: loss: 0.1216 +[2025-03-20 13:29:20,951 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:29:53,329 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2450 +[2025-03-20 13:29:53,773 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3925 +[2025-03-20 13:29:55,629 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.8169 +[2025-03-20 13:29:56,334 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.4225 +[2025-03-20 13:29:56,753 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1028 +[2025-03-20 13:29:56,959 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4082 +[2025-03-20 13:29:57,349 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3258 +[2025-03-20 13:29:57,733 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0785 +[2025-03-20 13:29:58,161 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4899 +[2025-03-20 13:29:58,621 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2109 +[2025-03-20 13:29:58,799 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4258 +[2025-03-20 13:29:59,027 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3765 +[2025-03-20 13:29:59,470 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7291 +[2025-03-20 13:30:00,399 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5407 +[2025-03-20 13:30:00,584 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2065 +[2025-03-20 13:30:00,888 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1790 +[2025-03-20 13:30:01,339 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3791 +[2025-03-20 13:30:01,864 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6236 +[2025-03-20 13:30:02,074 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8685 +[2025-03-20 13:30:02,264 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6137 +[2025-03-20 13:30:02,483 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3955 +[2025-03-20 13:30:02,725 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2365 +[2025-03-20 13:30:04,405 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0664 +[2025-03-20 13:30:04,571 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9939 +[2025-03-20 13:30:05,595 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.8688 +[2025-03-20 13:30:05,809 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5649 +[2025-03-20 13:30:06,395 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7099 +[2025-03-20 13:30:06,572 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1155 +[2025-03-20 13:30:07,261 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2754 +[2025-03-20 13:30:08,791 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.7360 +[2025-03-20 13:30:13,323 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0521 +[2025-03-20 13:30:13,565 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.6706 +[2025-03-20 13:30:16,204 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3676 +[2025-03-20 13:30:16,602 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0174 +[2025-03-20 13:30:17,580 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:30:17,580 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:30:17,580 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:30:17,580 INFO hook.py line 689 4037470] ceiling : 0.9365 0.9598 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] floor : 0.9819 0.9889 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] wall : 0.8413 0.9640 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] beam : 0.0005 0.0064 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] column : 0.2339 0.2534 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] window : 0.5551 0.5685 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] door : 0.7541 0.8554 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] table : 0.7993 0.8938 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] chair : 0.9076 0.9511 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] sofa : 0.5943 0.6034 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] bookcase : 0.7361 0.7937 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] board : 0.7985 0.8898 +[2025-03-20 13:30:17,581 INFO hook.py line 689 4037470] clutter : 0.5992 0.7850 +[2025-03-20 13:30:17,581 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:30:17,581 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6722/0.7318/0.8990. +[2025-03-20 13:30:17,585 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:30:17,586 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6965 +[2025-03-20 13:30:17,586 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:30:59,423 INFO hook.py line 566 4037470] Train: [69/100][50/255] Data 0.002 (0.002) Batch 0.738 (0.700) Remain 01:34:38 loss: 0.1070 Lr: 7.56466e-04 +[2025-03-20 13:31:34,630 INFO hook.py line 566 4037470] Train: [69/100][100/255] Data 0.002 (0.002) Batch 0.727 (0.702) Remain 01:34:19 loss: 0.0792 Lr: 7.48036e-04 +[2025-03-20 13:32:09,938 INFO hook.py line 566 4037470] Train: [69/100][150/255] Data 0.002 (0.002) Batch 0.701 (0.704) Remain 01:33:55 loss: 0.1781 Lr: 7.39638e-04 +[2025-03-20 13:32:44,914 INFO hook.py line 566 4037470] Train: [69/100][200/255] Data 0.002 (0.002) Batch 0.701 (0.703) Remain 01:33:12 loss: 0.1303 Lr: 7.31272e-04 +[2025-03-20 13:33:19,813 INFO hook.py line 566 4037470] Train: [69/100][250/255] Data 0.002 (0.002) Batch 0.694 (0.702) Remain 01:32:29 loss: 0.1183 Lr: 7.22938e-04 +[2025-03-20 13:33:23,248 INFO misc.py line 135 4037470] Train result: loss: 0.1184 +[2025-03-20 13:33:24,991 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:33:56,743 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2405 +[2025-03-20 13:33:57,185 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3868 +[2025-03-20 13:33:59,041 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6545 +[2025-03-20 13:33:59,745 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2512 +[2025-03-20 13:34:00,166 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0956 +[2025-03-20 13:34:00,375 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3242 +[2025-03-20 13:34:00,769 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2280 +[2025-03-20 13:34:01,154 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0632 +[2025-03-20 13:34:01,582 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3828 +[2025-03-20 13:34:02,043 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1320 +[2025-03-20 13:34:02,221 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4864 +[2025-03-20 13:34:02,449 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3271 +[2025-03-20 13:34:02,891 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6777 +[2025-03-20 13:34:03,822 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.3089 +[2025-03-20 13:34:04,007 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1180 +[2025-03-20 13:34:04,311 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0499 +[2025-03-20 13:34:04,761 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3738 +[2025-03-20 13:34:05,287 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4983 +[2025-03-20 13:34:05,497 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9044 +[2025-03-20 13:34:05,687 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.7174 +[2025-03-20 13:34:05,906 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4995 +[2025-03-20 13:34:06,149 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.2998 +[2025-03-20 13:34:07,829 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0754 +[2025-03-20 13:34:07,995 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0511 +[2025-03-20 13:34:09,020 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5714 +[2025-03-20 13:34:09,234 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6578 +[2025-03-20 13:34:09,820 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5954 +[2025-03-20 13:34:09,996 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0700 +[2025-03-20 13:34:10,686 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3490 +[2025-03-20 13:34:12,214 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.6574 +[2025-03-20 13:34:16,757 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0640 +[2025-03-20 13:34:17,001 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0036 +[2025-03-20 13:34:19,641 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.2790 +[2025-03-20 13:34:20,038 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9658 +[2025-03-20 13:34:21,051 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:34:21,051 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:34:21,051 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] ceiling : 0.9436 0.9624 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] floor : 0.9830 0.9889 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] wall : 0.8492 0.9629 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] column : 0.3477 0.3942 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] window : 0.5378 0.5570 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] door : 0.7383 0.8518 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] table : 0.8290 0.9201 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] chair : 0.9089 0.9458 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] sofa : 0.7890 0.8182 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] bookcase : 0.7536 0.8507 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] board : 0.7476 0.8647 +[2025-03-20 13:34:21,052 INFO hook.py line 689 4037470] clutter : 0.6045 0.7429 +[2025-03-20 13:34:21,052 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:34:21,052 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6948/0.7584/0.9044. +[2025-03-20 13:34:21,052 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:34:21,063 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6965 +[2025-03-20 13:34:21,063 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:35:10,618 INFO hook.py line 566 4037470] Train: [70/100][50/255] Data 0.002 (0.002) Batch 0.705 (0.712) Remain 01:33:09 loss: 0.1018 Lr: 7.13808e-04 +[2025-03-20 13:35:45,825 INFO hook.py line 566 4037470] Train: [70/100][100/255] Data 0.002 (0.002) Batch 0.740 (0.708) Remain 01:32:03 loss: 0.0871 Lr: 7.05543e-04 +[2025-03-20 13:36:21,027 INFO hook.py line 566 4037470] Train: [70/100][150/255] Data 0.002 (0.002) Batch 0.716 (0.706) Remain 01:31:18 loss: 0.0989 Lr: 6.97311e-04 +[2025-03-20 13:36:55,843 INFO hook.py line 566 4037470] Train: [70/100][200/255] Data 0.002 (0.002) Batch 0.713 (0.704) Remain 01:30:23 loss: 0.0996 Lr: 6.89114e-04 +[2025-03-20 13:37:31,045 INFO hook.py line 566 4037470] Train: [70/100][250/255] Data 0.002 (0.002) Batch 0.701 (0.704) Remain 01:29:48 loss: 0.1109 Lr: 6.80950e-04 +[2025-03-20 13:37:34,583 INFO misc.py line 135 4037470] Train result: loss: 0.1216 +[2025-03-20 13:37:34,637 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:38:05,898 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2687 +[2025-03-20 13:38:06,339 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4149 +[2025-03-20 13:38:08,195 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6383 +[2025-03-20 13:38:08,904 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1515 +[2025-03-20 13:38:09,327 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1015 +[2025-03-20 13:38:09,534 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3604 +[2025-03-20 13:38:09,926 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.3107 +[2025-03-20 13:38:10,312 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0637 +[2025-03-20 13:38:10,740 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4042 +[2025-03-20 13:38:11,202 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2027 +[2025-03-20 13:38:11,381 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4421 +[2025-03-20 13:38:11,609 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3754 +[2025-03-20 13:38:12,052 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7284 +[2025-03-20 13:38:12,980 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5821 +[2025-03-20 13:38:13,166 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2867 +[2025-03-20 13:38:13,470 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1242 +[2025-03-20 13:38:13,920 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4479 +[2025-03-20 13:38:14,446 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.6384 +[2025-03-20 13:38:14,657 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8486 +[2025-03-20 13:38:14,847 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3353 +[2025-03-20 13:38:15,067 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4370 +[2025-03-20 13:38:15,310 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0386 +[2025-03-20 13:38:16,990 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 0.9973 +[2025-03-20 13:38:17,155 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0904 +[2025-03-20 13:38:18,181 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5898 +[2025-03-20 13:38:18,395 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6825 +[2025-03-20 13:38:18,980 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7554 +[2025-03-20 13:38:19,157 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0797 +[2025-03-20 13:38:19,845 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2971 +[2025-03-20 13:38:21,376 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5969 +[2025-03-20 13:38:25,909 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8879 +[2025-03-20 13:38:26,152 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.3561 +[2025-03-20 13:38:28,793 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4840 +[2025-03-20 13:38:29,195 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1105 +[2025-03-20 13:38:30,293 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:38:30,293 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:38:30,293 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:38:30,293 INFO hook.py line 689 4037470] ceiling : 0.9347 0.9538 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] floor : 0.9822 0.9890 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] wall : 0.8479 0.9680 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] beam : 0.0000 0.0004 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] column : 0.2453 0.2559 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] window : 0.6052 0.6328 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] door : 0.7187 0.8740 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] table : 0.8180 0.9079 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] chair : 0.9061 0.9560 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] sofa : 0.6935 0.7138 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] bookcase : 0.7560 0.8476 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] board : 0.7632 0.8885 +[2025-03-20 13:38:30,294 INFO hook.py line 689 4037470] clutter : 0.5969 0.7196 +[2025-03-20 13:38:30,294 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:38:30,294 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6821/0.7467/0.9024. +[2025-03-20 13:38:30,294 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:38:30,296 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6965 +[2025-03-20 13:38:30,296 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:39:18,488 INFO hook.py line 566 4037470] Train: [71/100][50/255] Data 0.002 (0.002) Batch 0.678 (0.710) Remain 01:29:57 loss: 0.1182 Lr: 6.72010e-04 +[2025-03-20 13:39:53,765 INFO hook.py line 566 4037470] Train: [71/100][100/255] Data 0.002 (0.002) Batch 0.712 (0.708) Remain 01:29:03 loss: 0.0991 Lr: 6.63919e-04 +[2025-03-20 13:40:29,012 INFO hook.py line 566 4037470] Train: [71/100][150/255] Data 0.002 (0.002) Batch 0.741 (0.707) Remain 01:28:21 loss: 0.1469 Lr: 6.55863e-04 +[2025-03-20 13:41:04,057 INFO hook.py line 566 4037470] Train: [71/100][200/255] Data 0.003 (0.002) Batch 0.716 (0.705) Remain 01:27:34 loss: 0.1178 Lr: 6.47843e-04 +[2025-03-20 13:41:38,945 INFO hook.py line 566 4037470] Train: [71/100][250/255] Data 0.002 (0.002) Batch 0.699 (0.704) Remain 01:26:48 loss: 0.1046 Lr: 6.39858e-04 +[2025-03-20 13:41:42,358 INFO misc.py line 135 4037470] Train result: loss: 0.1146 +[2025-03-20 13:41:42,639 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:42:07,652 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3051 +[2025-03-20 13:42:10,078 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3877 +[2025-03-20 13:42:11,935 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6461 +[2025-03-20 13:42:12,636 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1051 +[2025-03-20 13:42:13,056 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0865 +[2025-03-20 13:42:13,264 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3416 +[2025-03-20 13:42:13,656 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2227 +[2025-03-20 13:42:14,044 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0610 +[2025-03-20 13:42:14,472 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4409 +[2025-03-20 13:42:14,935 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1059 +[2025-03-20 13:42:15,113 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4602 +[2025-03-20 13:42:15,341 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3885 +[2025-03-20 13:42:15,783 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6334 +[2025-03-20 13:42:16,711 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5628 +[2025-03-20 13:42:16,897 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4324 +[2025-03-20 13:42:17,201 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1701 +[2025-03-20 13:42:17,652 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3685 +[2025-03-20 13:42:18,178 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5788 +[2025-03-20 13:42:18,388 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1490 +[2025-03-20 13:42:18,579 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3240 +[2025-03-20 13:42:18,798 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4698 +[2025-03-20 13:42:19,041 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9012 +[2025-03-20 13:42:20,720 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1914 +[2025-03-20 13:42:20,886 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.1987 +[2025-03-20 13:42:21,909 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2365 +[2025-03-20 13:42:22,123 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5646 +[2025-03-20 13:42:22,709 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7062 +[2025-03-20 13:42:22,885 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0757 +[2025-03-20 13:42:23,573 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3773 +[2025-03-20 13:42:25,100 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4918 +[2025-03-20 13:42:29,650 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.6774 +[2025-03-20 13:42:29,896 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1260 +[2025-03-20 13:42:32,539 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3068 +[2025-03-20 13:42:32,939 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0371 +[2025-03-20 13:42:33,941 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:42:33,941 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:42:33,941 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] ceiling : 0.9365 0.9609 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] floor : 0.9835 0.9897 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] wall : 0.8455 0.9748 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] column : 0.1973 0.2047 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] window : 0.6059 0.6272 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] door : 0.7540 0.8775 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] table : 0.8079 0.9041 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] chair : 0.9165 0.9528 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] sofa : 0.7721 0.7896 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] bookcase : 0.7688 0.8713 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] board : 0.7928 0.8650 +[2025-03-20 13:42:33,941 INFO hook.py line 689 4037470] clutter : 0.6026 0.6997 +[2025-03-20 13:42:33,941 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:42:33,942 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6910/0.7475/0.9053. +[2025-03-20 13:42:33,944 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:42:33,969 INFO misc.py line 164 4037470] Currently Best mIoU: 0.6965 +[2025-03-20 13:42:33,970 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:43:21,943 INFO hook.py line 566 4037470] Train: [72/100][50/255] Data 0.002 (0.002) Batch 0.744 (0.708) Remain 01:26:43 loss: 0.1586 Lr: 6.31117e-04 +[2025-03-20 13:43:57,422 INFO hook.py line 566 4037470] Train: [72/100][100/255] Data 0.003 (0.002) Batch 0.716 (0.709) Remain 01:26:12 loss: 0.1311 Lr: 6.23209e-04 +[2025-03-20 13:44:32,359 INFO hook.py line 566 4037470] Train: [72/100][150/255] Data 0.002 (0.002) Batch 0.751 (0.706) Remain 01:25:11 loss: 0.1096 Lr: 6.15338e-04 +[2025-03-20 13:45:07,386 INFO hook.py line 566 4037470] Train: [72/100][200/255] Data 0.002 (0.002) Batch 0.709 (0.704) Remain 01:24:27 loss: 0.0917 Lr: 6.07503e-04 +[2025-03-20 13:45:42,326 INFO hook.py line 566 4037470] Train: [72/100][250/255] Data 0.001 (0.002) Batch 0.732 (0.703) Remain 01:23:44 loss: 0.0718 Lr: 5.99707e-04 +[2025-03-20 13:45:45,797 INFO misc.py line 135 4037470] Train result: loss: 0.1130 +[2025-03-20 13:45:46,108 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:46:16,970 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2673 +[2025-03-20 13:46:17,411 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4879 +[2025-03-20 13:46:19,266 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6866 +[2025-03-20 13:46:19,972 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2675 +[2025-03-20 13:46:20,395 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0959 +[2025-03-20 13:46:20,601 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3503 +[2025-03-20 13:46:20,991 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2734 +[2025-03-20 13:46:21,376 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0603 +[2025-03-20 13:46:21,804 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3466 +[2025-03-20 13:46:22,266 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 0.9696 +[2025-03-20 13:46:22,443 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4585 +[2025-03-20 13:46:22,671 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3615 +[2025-03-20 13:46:23,114 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6288 +[2025-03-20 13:46:24,042 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5119 +[2025-03-20 13:46:24,229 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 0.9363 +[2025-03-20 13:46:24,533 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9138 +[2025-03-20 13:46:24,984 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4334 +[2025-03-20 13:46:25,510 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5221 +[2025-03-20 13:46:25,720 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9310 +[2025-03-20 13:46:25,910 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3275 +[2025-03-20 13:46:26,130 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4256 +[2025-03-20 13:46:26,372 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7937 +[2025-03-20 13:46:28,050 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1554 +[2025-03-20 13:46:28,215 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.1046 +[2025-03-20 13:46:29,239 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3384 +[2025-03-20 13:46:29,452 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6217 +[2025-03-20 13:46:30,039 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.4630 +[2025-03-20 13:46:30,214 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0760 +[2025-03-20 13:46:30,903 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3550 +[2025-03-20 13:46:32,433 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4974 +[2025-03-20 13:46:36,974 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7896 +[2025-03-20 13:46:37,221 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.6245 +[2025-03-20 13:46:39,859 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3335 +[2025-03-20 13:46:40,257 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9696 +[2025-03-20 13:46:41,353 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:46:41,353 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:46:41,353 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] ceiling : 0.9422 0.9623 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] floor : 0.9829 0.9888 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] wall : 0.8574 0.9700 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] column : 0.2682 0.2863 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] window : 0.6090 0.6324 +[2025-03-20 13:46:41,353 INFO hook.py line 689 4037470] door : 0.7881 0.9225 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] table : 0.8180 0.9089 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] chair : 0.9110 0.9601 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] sofa : 0.8216 0.8513 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] bookcase : 0.7744 0.8538 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] board : 0.7563 0.9051 +[2025-03-20 13:46:41,354 INFO hook.py line 689 4037470] clutter : 0.6178 0.7409 +[2025-03-20 13:46:41,354 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:46:41,354 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7036/0.7679/0.9099. +[2025-03-20 13:46:41,356 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:46:41,358 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.7036 +[2025-03-20 13:46:41,358 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 13:46:41,358 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:47:32,056 INFO hook.py line 566 4037470] Train: [73/100][50/255] Data 0.002 (0.002) Batch 0.662 (0.719) Remain 01:24:57 loss: 0.1457 Lr: 5.91174e-04 +[2025-03-20 13:48:06,995 INFO hook.py line 566 4037470] Train: [73/100][100/255] Data 0.002 (0.002) Batch 0.689 (0.709) Remain 01:23:08 loss: 0.0843 Lr: 5.83458e-04 +[2025-03-20 13:48:41,894 INFO hook.py line 566 4037470] Train: [73/100][150/255] Data 0.002 (0.002) Batch 0.704 (0.705) Remain 01:22:07 loss: 0.1227 Lr: 5.75780e-04 +[2025-03-20 13:49:16,593 INFO hook.py line 566 4037470] Train: [73/100][200/255] Data 0.003 (0.002) Batch 0.664 (0.702) Remain 01:21:13 loss: 0.1258 Lr: 5.68140e-04 +[2025-03-20 13:49:51,882 INFO hook.py line 566 4037470] Train: [73/100][250/255] Data 0.002 (0.002) Batch 0.712 (0.703) Remain 01:20:43 loss: 0.1223 Lr: 5.60540e-04 +[2025-03-20 13:49:55,432 INFO misc.py line 135 4037470] Train result: loss: 0.1099 +[2025-03-20 13:49:55,536 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:50:27,580 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2791 +[2025-03-20 13:50:28,019 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2386 +[2025-03-20 13:50:29,872 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7688 +[2025-03-20 13:50:30,575 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2553 +[2025-03-20 13:50:30,994 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0996 +[2025-03-20 13:50:31,200 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3730 +[2025-03-20 13:50:31,589 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2579 +[2025-03-20 13:50:31,974 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0587 +[2025-03-20 13:50:32,403 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4387 +[2025-03-20 13:50:32,864 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2622 +[2025-03-20 13:50:33,042 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4302 +[2025-03-20 13:50:33,270 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3726 +[2025-03-20 13:50:33,713 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7548 +[2025-03-20 13:50:34,645 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.7055 +[2025-03-20 13:50:34,830 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3304 +[2025-03-20 13:50:35,135 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1510 +[2025-03-20 13:50:35,586 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4168 +[2025-03-20 13:50:36,112 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4805 +[2025-03-20 13:50:36,321 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0633 +[2025-03-20 13:50:36,511 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4443 +[2025-03-20 13:50:36,730 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5534 +[2025-03-20 13:50:36,972 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0284 +[2025-03-20 13:50:38,651 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3648 +[2025-03-20 13:50:38,817 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.7608 +[2025-03-20 13:50:39,840 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.4309 +[2025-03-20 13:50:40,055 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.8213 +[2025-03-20 13:50:40,641 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7625 +[2025-03-20 13:50:40,817 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0885 +[2025-03-20 13:50:41,505 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3906 +[2025-03-20 13:50:43,034 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5950 +[2025-03-20 13:50:47,567 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.7852 +[2025-03-20 13:50:47,809 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0603 +[2025-03-20 13:50:50,463 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5419 +[2025-03-20 13:50:50,861 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0650 +[2025-03-20 13:50:51,964 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:50:51,964 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:50:51,964 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] ceiling : 0.9378 0.9599 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] floor : 0.9827 0.9897 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] wall : 0.8412 0.9753 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] column : 0.1886 0.1986 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] window : 0.5794 0.5963 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] door : 0.7358 0.8468 +[2025-03-20 13:50:51,964 INFO hook.py line 689 4037470] table : 0.8275 0.8979 +[2025-03-20 13:50:51,965 INFO hook.py line 689 4037470] chair : 0.9161 0.9583 +[2025-03-20 13:50:51,965 INFO hook.py line 689 4037470] sofa : 0.7552 0.7823 +[2025-03-20 13:50:51,965 INFO hook.py line 689 4037470] bookcase : 0.7581 0.8241 +[2025-03-20 13:50:51,965 INFO hook.py line 689 4037470] board : 0.7819 0.8937 +[2025-03-20 13:50:51,965 INFO hook.py line 689 4037470] clutter : 0.6084 0.7500 +[2025-03-20 13:50:51,965 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:50:51,965 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6856/0.7441/0.9030. +[2025-03-20 13:50:51,967 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:50:52,024 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 13:50:52,024 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:51:38,350 INFO hook.py line 566 4037470] Train: [74/100][50/255] Data 0.003 (0.002) Batch 0.711 (0.706) Remain 01:20:23 loss: 0.1374 Lr: 5.52226e-04 +[2025-03-20 13:52:13,495 INFO hook.py line 566 4037470] Train: [74/100][100/255] Data 0.003 (0.002) Batch 0.618 (0.704) Remain 01:19:38 loss: 0.0757 Lr: 5.44709e-04 +[2025-03-20 13:52:48,591 INFO hook.py line 566 4037470] Train: [74/100][150/255] Data 0.002 (0.002) Batch 0.679 (0.703) Remain 01:18:57 loss: 0.1074 Lr: 5.37233e-04 +[2025-03-20 13:53:23,884 INFO hook.py line 566 4037470] Train: [74/100][200/255] Data 0.002 (0.002) Batch 0.719 (0.704) Remain 01:18:26 loss: 0.0783 Lr: 5.29797e-04 +[2025-03-20 13:53:58,667 INFO hook.py line 566 4037470] Train: [74/100][250/255] Data 0.002 (0.002) Batch 0.728 (0.702) Remain 01:17:40 loss: 0.1037 Lr: 5.22401e-04 +[2025-03-20 13:54:02,106 INFO misc.py line 135 4037470] Train result: loss: 0.1077 +[2025-03-20 13:54:02,190 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:54:31,659 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3155 +[2025-03-20 13:54:32,139 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3385 +[2025-03-20 13:54:33,997 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6649 +[2025-03-20 13:54:34,704 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2597 +[2025-03-20 13:54:35,125 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1007 +[2025-03-20 13:54:35,332 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3308 +[2025-03-20 13:54:35,723 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2556 +[2025-03-20 13:54:36,118 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0579 +[2025-03-20 13:54:36,547 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4101 +[2025-03-20 13:54:37,010 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2295 +[2025-03-20 13:54:37,187 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4852 +[2025-03-20 13:54:37,415 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3551 +[2025-03-20 13:54:37,859 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6408 +[2025-03-20 13:54:38,789 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5075 +[2025-03-20 13:54:38,976 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3576 +[2025-03-20 13:54:39,279 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9670 +[2025-03-20 13:54:39,730 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3961 +[2025-03-20 13:54:40,256 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5413 +[2025-03-20 13:54:40,467 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.7277 +[2025-03-20 13:54:40,658 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3535 +[2025-03-20 13:54:40,877 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4862 +[2025-03-20 13:54:41,120 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.7659 +[2025-03-20 13:54:42,798 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1259 +[2025-03-20 13:54:42,964 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.2356 +[2025-03-20 13:54:43,989 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1803 +[2025-03-20 13:54:44,204 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6360 +[2025-03-20 13:54:44,790 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6041 +[2025-03-20 13:54:44,966 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1315 +[2025-03-20 13:54:45,658 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3322 +[2025-03-20 13:54:47,186 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5030 +[2025-03-20 13:54:51,718 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2498 +[2025-03-20 13:54:51,961 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2909 +[2025-03-20 13:54:54,617 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3899 +[2025-03-20 13:54:55,014 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9785 +[2025-03-20 13:54:56,044 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:54:56,044 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:54:56,044 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] ceiling : 0.9398 0.9636 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] floor : 0.9820 0.9885 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] wall : 0.8488 0.9682 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] column : 0.2469 0.2519 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] window : 0.5710 0.6034 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] door : 0.7672 0.9027 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] table : 0.8065 0.8944 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] chair : 0.9156 0.9548 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] sofa : 0.7977 0.8203 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] bookcase : 0.7687 0.8567 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] board : 0.7702 0.8809 +[2025-03-20 13:54:56,044 INFO hook.py line 689 4037470] clutter : 0.5969 0.7249 +[2025-03-20 13:54:56,044 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:54:56,044 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6932/0.7546/0.9052. +[2025-03-20 13:54:56,045 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:54:56,106 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 13:54:56,107 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:55:48,111 INFO hook.py line 566 4037470] Train: [75/100][50/255] Data 0.002 (0.002) Batch 0.613 (0.703) Remain 01:17:04 loss: 0.1290 Lr: 5.14314e-04 +[2025-03-20 13:56:23,017 INFO hook.py line 566 4037470] Train: [75/100][100/255] Data 0.002 (0.002) Batch 0.719 (0.700) Remain 01:16:13 loss: 0.0747 Lr: 5.07005e-04 +[2025-03-20 13:56:58,028 INFO hook.py line 566 4037470] Train: [75/100][150/255] Data 0.002 (0.002) Batch 0.691 (0.700) Remain 01:15:38 loss: 0.1031 Lr: 4.99739e-04 +[2025-03-20 13:57:32,935 INFO hook.py line 566 4037470] Train: [75/100][200/255] Data 0.002 (0.002) Batch 0.696 (0.700) Remain 01:14:59 loss: 0.1269 Lr: 4.92514e-04 +[2025-03-20 13:58:07,694 INFO hook.py line 566 4037470] Train: [75/100][250/255] Data 0.002 (0.002) Batch 0.702 (0.699) Remain 01:14:18 loss: 0.0693 Lr: 4.85331e-04 +[2025-03-20 13:58:11,149 INFO misc.py line 135 4037470] Train result: loss: 0.1065 +[2025-03-20 13:58:11,404 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 13:58:42,654 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3900 +[2025-03-20 13:58:43,094 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2667 +[2025-03-20 13:58:44,948 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7454 +[2025-03-20 13:58:45,654 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2447 +[2025-03-20 13:58:46,077 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0921 +[2025-03-20 13:58:46,287 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3332 +[2025-03-20 13:58:46,680 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2785 +[2025-03-20 13:58:47,064 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0712 +[2025-03-20 13:58:47,492 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4398 +[2025-03-20 13:58:47,955 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2810 +[2025-03-20 13:58:48,132 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4445 +[2025-03-20 13:58:48,360 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3660 +[2025-03-20 13:58:48,802 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7024 +[2025-03-20 13:58:49,731 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4774 +[2025-03-20 13:58:49,918 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2344 +[2025-03-20 13:58:50,226 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0273 +[2025-03-20 13:58:50,677 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3593 +[2025-03-20 13:58:51,206 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5872 +[2025-03-20 13:58:51,416 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1221 +[2025-03-20 13:58:51,607 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4157 +[2025-03-20 13:58:51,828 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5779 +[2025-03-20 13:58:52,071 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9890 +[2025-03-20 13:58:53,752 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3585 +[2025-03-20 13:58:53,918 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0589 +[2025-03-20 13:58:54,943 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5280 +[2025-03-20 13:58:55,157 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6028 +[2025-03-20 13:58:55,742 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5275 +[2025-03-20 13:58:55,920 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0895 +[2025-03-20 13:58:56,610 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3698 +[2025-03-20 13:58:58,138 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4979 +[2025-03-20 13:59:02,677 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1259 +[2025-03-20 13:59:02,920 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1258 +[2025-03-20 13:59:05,569 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5361 +[2025-03-20 13:59:05,966 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9906 +[2025-03-20 13:59:07,001 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 13:59:07,001 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 13:59:07,001 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] ceiling : 0.9357 0.9560 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] floor : 0.9822 0.9893 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] wall : 0.8354 0.9736 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] column : 0.2764 0.2945 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] window : 0.5438 0.5575 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] door : 0.6952 0.7926 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] table : 0.8111 0.8931 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] chair : 0.9163 0.9526 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] sofa : 0.7536 0.7828 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] bookcase : 0.7514 0.8182 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] board : 0.7945 0.8930 +[2025-03-20 13:59:07,001 INFO hook.py line 689 4037470] clutter : 0.6018 0.7532 +[2025-03-20 13:59:07,001 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 13:59:07,001 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6844/0.7428/0.8997. +[2025-03-20 13:59:07,002 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 13:59:07,033 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 13:59:07,033 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 13:59:55,663 INFO hook.py line 566 4037470] Train: [76/100][50/255] Data 0.002 (0.002) Batch 0.659 (0.712) Remain 01:15:02 loss: 0.1208 Lr: 4.77480e-04 +[2025-03-20 14:00:30,952 INFO hook.py line 566 4037470] Train: [76/100][100/255] Data 0.002 (0.002) Batch 0.715 (0.709) Remain 01:14:07 loss: 0.1016 Lr: 4.70388e-04 +[2025-03-20 14:01:05,894 INFO hook.py line 566 4037470] Train: [76/100][150/255] Data 0.002 (0.002) Batch 0.700 (0.705) Remain 01:13:10 loss: 0.1147 Lr: 4.63338e-04 +[2025-03-20 14:01:41,424 INFO hook.py line 566 4037470] Train: [76/100][200/255] Data 0.002 (0.002) Batch 0.736 (0.707) Remain 01:12:43 loss: 0.1022 Lr: 4.56333e-04 +[2025-03-20 14:02:16,006 INFO hook.py line 566 4037470] Train: [76/100][250/255] Data 0.002 (0.002) Batch 0.701 (0.704) Remain 01:11:49 loss: 0.0683 Lr: 4.49371e-04 +[2025-03-20 14:02:19,464 INFO misc.py line 135 4037470] Train result: loss: 0.1064 +[2025-03-20 14:02:19,663 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:02:47,839 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3413 +[2025-03-20 14:02:48,401 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1911 +[2025-03-20 14:02:51,681 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6832 +[2025-03-20 14:02:52,388 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.3382 +[2025-03-20 14:02:52,810 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1036 +[2025-03-20 14:02:53,018 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3311 +[2025-03-20 14:02:53,412 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2545 +[2025-03-20 14:02:53,808 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0740 +[2025-03-20 14:02:54,239 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3935 +[2025-03-20 14:02:54,721 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.0838 +[2025-03-20 14:02:54,901 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4700 +[2025-03-20 14:02:55,128 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3368 +[2025-03-20 14:02:55,572 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6809 +[2025-03-20 14:02:56,500 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4342 +[2025-03-20 14:02:56,686 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.5059 +[2025-03-20 14:02:56,990 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.3001 +[2025-03-20 14:02:57,441 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3728 +[2025-03-20 14:02:57,966 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4417 +[2025-03-20 14:02:58,176 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0892 +[2025-03-20 14:02:58,366 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3741 +[2025-03-20 14:02:58,585 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3743 +[2025-03-20 14:02:58,830 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8730 +[2025-03-20 14:03:00,520 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0488 +[2025-03-20 14:03:00,686 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.4380 +[2025-03-20 14:03:01,710 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3890 +[2025-03-20 14:03:01,925 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6321 +[2025-03-20 14:03:02,510 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6036 +[2025-03-20 14:03:02,687 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1342 +[2025-03-20 14:03:03,376 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3965 +[2025-03-20 14:03:04,905 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5721 +[2025-03-20 14:03:09,437 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1948 +[2025-03-20 14:03:09,678 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8339 +[2025-03-20 14:03:12,366 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5322 +[2025-03-20 14:03:12,763 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0069 +[2025-03-20 14:03:13,791 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:03:13,791 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:03:13,792 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] ceiling : 0.9367 0.9560 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] floor : 0.9822 0.9888 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] wall : 0.8485 0.9692 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] beam : 0.0000 0.0004 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] column : 0.3145 0.3307 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] window : 0.5915 0.6119 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] door : 0.7586 0.8744 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] table : 0.8230 0.8966 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] chair : 0.9201 0.9646 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] sofa : 0.7661 0.7864 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] bookcase : 0.7676 0.8499 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] board : 0.8003 0.9123 +[2025-03-20 14:03:13,792 INFO hook.py line 689 4037470] clutter : 0.6171 0.7502 +[2025-03-20 14:03:13,792 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:03:13,792 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7020/0.7609/0.9070. +[2025-03-20 14:03:13,792 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:03:13,800 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 14:03:13,800 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:04:03,087 INFO hook.py line 566 4037470] Train: [77/100][50/255] Data 0.003 (0.002) Batch 0.725 (0.702) Remain 01:11:03 loss: 0.1450 Lr: 4.41764e-04 +[2025-03-20 14:04:38,404 INFO hook.py line 566 4037470] Train: [77/100][100/255] Data 0.002 (0.002) Batch 0.726 (0.704) Remain 01:10:40 loss: 0.1007 Lr: 4.34896e-04 +[2025-03-20 14:05:13,744 INFO hook.py line 566 4037470] Train: [77/100][150/255] Data 0.002 (0.002) Batch 0.698 (0.705) Remain 01:10:10 loss: 0.0683 Lr: 4.28072e-04 +[2025-03-20 14:05:48,580 INFO hook.py line 566 4037470] Train: [77/100][200/255] Data 0.002 (0.002) Batch 0.622 (0.703) Remain 01:09:22 loss: 0.1176 Lr: 4.21428e-04 +[2025-03-20 14:06:23,379 INFO hook.py line 566 4037470] Train: [77/100][250/255] Data 0.002 (0.002) Batch 0.668 (0.702) Remain 01:08:38 loss: 0.1418 Lr: 4.14694e-04 +[2025-03-20 14:06:26,912 INFO misc.py line 135 4037470] Train result: loss: 0.1057 +[2025-03-20 14:06:28,384 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:07:00,618 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2026 +[2025-03-20 14:07:01,061 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1856 +[2025-03-20 14:07:02,914 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6784 +[2025-03-20 14:07:03,622 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.1464 +[2025-03-20 14:07:04,045 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0993 +[2025-03-20 14:07:04,251 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3664 +[2025-03-20 14:07:04,641 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2779 +[2025-03-20 14:07:05,029 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0814 +[2025-03-20 14:07:05,457 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4033 +[2025-03-20 14:07:05,920 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1489 +[2025-03-20 14:07:06,099 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4280 +[2025-03-20 14:07:06,326 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3545 +[2025-03-20 14:07:06,768 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6875 +[2025-03-20 14:07:07,695 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5589 +[2025-03-20 14:07:07,881 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.4753 +[2025-03-20 14:07:08,185 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9496 +[2025-03-20 14:07:08,636 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4401 +[2025-03-20 14:07:09,163 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4308 +[2025-03-20 14:07:09,373 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9997 +[2025-03-20 14:07:09,564 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4776 +[2025-03-20 14:07:09,786 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4691 +[2025-03-20 14:07:10,029 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9411 +[2025-03-20 14:07:11,708 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0375 +[2025-03-20 14:07:11,874 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0602 +[2025-03-20 14:07:12,899 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5074 +[2025-03-20 14:07:13,112 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6102 +[2025-03-20 14:07:13,699 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5965 +[2025-03-20 14:07:13,876 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1397 +[2025-03-20 14:07:14,565 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2801 +[2025-03-20 14:07:16,095 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4668 +[2025-03-20 14:07:20,627 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0615 +[2025-03-20 14:07:20,869 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0466 +[2025-03-20 14:07:23,508 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.8043 +[2025-03-20 14:07:23,906 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0081 +[2025-03-20 14:07:24,995 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:07:24,996 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:07:24,996 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] ceiling : 0.9325 0.9488 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] floor : 0.9818 0.9885 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] wall : 0.8463 0.9724 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] column : 0.3371 0.3554 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] window : 0.6144 0.6380 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] door : 0.6824 0.7986 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] table : 0.8105 0.9038 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] chair : 0.9171 0.9567 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] sofa : 0.7037 0.7183 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] bookcase : 0.7595 0.8266 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] board : 0.8639 0.8975 +[2025-03-20 14:07:24,996 INFO hook.py line 689 4037470] clutter : 0.6238 0.7743 +[2025-03-20 14:07:24,996 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:07:24,996 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6979/0.7522/0.9050. +[2025-03-20 14:07:24,998 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:07:25,000 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7036 +[2025-03-20 14:07:25,000 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:08:09,871 INFO hook.py line 566 4037470] Train: [78/100][50/255] Data 0.002 (0.002) Batch 0.730 (0.704) Remain 01:08:13 loss: 0.0682 Lr: 4.07339e-04 +[2025-03-20 14:08:44,538 INFO hook.py line 566 4037470] Train: [78/100][100/255] Data 0.003 (0.002) Batch 0.671 (0.698) Remain 01:07:06 loss: 0.1023 Lr: 4.00701e-04 +[2025-03-20 14:09:19,679 INFO hook.py line 566 4037470] Train: [78/100][150/255] Data 0.002 (0.002) Batch 0.764 (0.700) Remain 01:06:40 loss: 0.1367 Lr: 3.94109e-04 +[2025-03-20 14:09:55,079 INFO hook.py line 566 4037470] Train: [78/100][200/255] Data 0.002 (0.002) Batch 0.700 (0.702) Remain 01:06:16 loss: 0.1090 Lr: 3.87564e-04 +[2025-03-20 14:10:29,754 INFO hook.py line 566 4037470] Train: [78/100][250/255] Data 0.002 (0.002) Batch 0.710 (0.700) Remain 01:05:32 loss: 0.0698 Lr: 3.81065e-04 +[2025-03-20 14:10:33,207 INFO misc.py line 135 4037470] Train result: loss: 0.1033 +[2025-03-20 14:10:33,389 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:11:07,841 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2778 +[2025-03-20 14:11:08,281 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1972 +[2025-03-20 14:11:10,134 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7421 +[2025-03-20 14:11:10,836 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2748 +[2025-03-20 14:11:11,257 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0943 +[2025-03-20 14:11:11,466 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3626 +[2025-03-20 14:11:11,859 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2360 +[2025-03-20 14:11:12,246 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.1000 +[2025-03-20 14:11:12,677 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3060 +[2025-03-20 14:11:13,139 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2134 +[2025-03-20 14:11:13,319 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4870 +[2025-03-20 14:11:13,547 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3315 +[2025-03-20 14:11:13,991 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6340 +[2025-03-20 14:11:14,918 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4357 +[2025-03-20 14:11:15,103 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2735 +[2025-03-20 14:11:15,408 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.6383 +[2025-03-20 14:11:15,858 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3522 +[2025-03-20 14:11:16,384 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4449 +[2025-03-20 14:11:16,594 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0506 +[2025-03-20 14:11:16,785 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4488 +[2025-03-20 14:11:17,004 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3997 +[2025-03-20 14:11:17,247 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9034 +[2025-03-20 14:11:18,929 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0184 +[2025-03-20 14:11:19,094 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.1969 +[2025-03-20 14:11:20,120 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2102 +[2025-03-20 14:11:20,334 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.4274 +[2025-03-20 14:11:20,919 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.4827 +[2025-03-20 14:11:21,095 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1026 +[2025-03-20 14:11:21,786 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2848 +[2025-03-20 14:11:23,315 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5002 +[2025-03-20 14:11:27,850 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9850 +[2025-03-20 14:11:28,095 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.1056 +[2025-03-20 14:11:30,736 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3193 +[2025-03-20 14:11:31,134 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9056 +[2025-03-20 14:11:32,159 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:11:32,159 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:11:32,159 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] ceiling : 0.9402 0.9607 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] floor : 0.9826 0.9897 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] wall : 0.8484 0.9679 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] column : 0.4159 0.4560 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] window : 0.5830 0.6002 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] door : 0.7289 0.8364 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] table : 0.8192 0.9019 +[2025-03-20 14:11:32,159 INFO hook.py line 689 4037470] chair : 0.9127 0.9644 +[2025-03-20 14:11:32,160 INFO hook.py line 689 4037470] sofa : 0.8219 0.8584 +[2025-03-20 14:11:32,160 INFO hook.py line 689 4037470] bookcase : 0.7677 0.8434 +[2025-03-20 14:11:32,160 INFO hook.py line 689 4037470] board : 0.8382 0.8732 +[2025-03-20 14:11:32,160 INFO hook.py line 689 4037470] clutter : 0.6244 0.7595 +[2025-03-20 14:11:32,160 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:11:32,160 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7141/0.7701/0.9084. +[2025-03-20 14:11:32,160 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:11:32,217 INFO misc.py line 159 4037470] Best validation mIoU updated to: 0.7141 +[2025-03-20 14:11:32,217 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:11:32,217 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:12:19,493 INFO hook.py line 566 4037470] Train: [79/100][50/255] Data 0.002 (0.008) Batch 0.681 (0.705) Remain 01:05:19 loss: 0.0663 Lr: 3.73971e-04 +[2025-03-20 14:12:54,739 INFO hook.py line 566 4037470] Train: [79/100][100/255] Data 0.002 (0.005) Batch 0.718 (0.705) Remain 01:04:44 loss: 0.1042 Lr: 3.67572e-04 +[2025-03-20 14:13:29,648 INFO hook.py line 566 4037470] Train: [79/100][150/255] Data 0.002 (0.004) Batch 0.684 (0.703) Remain 01:03:56 loss: 0.0973 Lr: 3.61220e-04 +[2025-03-20 14:14:04,991 INFO hook.py line 566 4037470] Train: [79/100][200/255] Data 0.003 (0.004) Batch 0.675 (0.704) Remain 01:03:27 loss: 0.0888 Lr: 3.54916e-04 +[2025-03-20 14:14:39,767 INFO hook.py line 566 4037470] Train: [79/100][250/255] Data 0.001 (0.003) Batch 0.728 (0.702) Remain 01:02:43 loss: 0.0736 Lr: 3.48660e-04 +[2025-03-20 14:14:43,205 INFO misc.py line 135 4037470] Train result: loss: 0.1051 +[2025-03-20 14:14:43,448 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:15:17,006 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2460 +[2025-03-20 14:15:17,545 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2574 +[2025-03-20 14:15:19,401 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7338 +[2025-03-20 14:15:20,108 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2440 +[2025-03-20 14:15:20,530 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0898 +[2025-03-20 14:15:20,738 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3643 +[2025-03-20 14:15:21,129 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2262 +[2025-03-20 14:15:21,518 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0697 +[2025-03-20 14:15:21,947 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3574 +[2025-03-20 14:15:22,414 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2982 +[2025-03-20 14:15:22,592 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4655 +[2025-03-20 14:15:22,820 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3621 +[2025-03-20 14:15:23,262 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6441 +[2025-03-20 14:15:24,191 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4724 +[2025-03-20 14:15:24,377 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2952 +[2025-03-20 14:15:24,681 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.8595 +[2025-03-20 14:15:25,132 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3989 +[2025-03-20 14:15:25,658 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4939 +[2025-03-20 14:15:25,868 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0004 +[2025-03-20 14:15:26,058 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.6221 +[2025-03-20 14:15:26,277 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5039 +[2025-03-20 14:15:26,520 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1191 +[2025-03-20 14:15:28,197 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1366 +[2025-03-20 14:15:28,363 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3594 +[2025-03-20 14:15:29,389 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.1029 +[2025-03-20 14:15:29,603 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5791 +[2025-03-20 14:15:30,191 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6018 +[2025-03-20 14:15:30,366 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1109 +[2025-03-20 14:15:31,057 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2697 +[2025-03-20 14:15:32,585 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5472 +[2025-03-20 14:15:37,119 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9415 +[2025-03-20 14:15:37,362 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0710 +[2025-03-20 14:15:40,015 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5481 +[2025-03-20 14:15:40,413 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0387 +[2025-03-20 14:15:41,424 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:15:41,424 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:15:41,424 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] ceiling : 0.9385 0.9576 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] floor : 0.9817 0.9881 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] wall : 0.8535 0.9690 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] column : 0.3278 0.3429 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] window : 0.5712 0.5855 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] door : 0.7300 0.8988 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] table : 0.8083 0.9121 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] chair : 0.9133 0.9648 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] sofa : 0.7304 0.7574 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] bookcase : 0.7646 0.8572 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] board : 0.8064 0.8897 +[2025-03-20 14:15:41,424 INFO hook.py line 689 4037470] clutter : 0.6198 0.7383 +[2025-03-20 14:15:41,424 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:15:41,424 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6958/0.7586/0.9071. +[2025-03-20 14:15:41,425 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:15:41,636 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:15:41,636 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:16:29,550 INFO hook.py line 566 4037470] Train: [80/100][50/255] Data 0.003 (0.002) Batch 0.708 (0.698) Remain 01:01:44 loss: 0.0786 Lr: 3.41835e-04 +[2025-03-20 14:17:04,816 INFO hook.py line 566 4037470] Train: [80/100][100/255] Data 0.003 (0.002) Batch 0.681 (0.702) Remain 01:01:28 loss: 0.0960 Lr: 3.35681e-04 +[2025-03-20 14:17:40,191 INFO hook.py line 566 4037470] Train: [80/100][150/255] Data 0.002 (0.002) Batch 0.720 (0.704) Remain 01:01:03 loss: 0.1120 Lr: 3.29576e-04 +[2025-03-20 14:18:14,888 INFO hook.py line 566 4037470] Train: [80/100][200/255] Data 0.002 (0.002) Batch 0.694 (0.701) Remain 01:00:15 loss: 0.1074 Lr: 3.23520e-04 +[2025-03-20 14:18:49,532 INFO hook.py line 566 4037470] Train: [80/100][250/255] Data 0.002 (0.002) Batch 0.700 (0.700) Remain 00:59:31 loss: 0.0794 Lr: 3.17514e-04 +[2025-03-20 14:18:52,793 INFO misc.py line 135 4037470] Train result: loss: 0.1039 +[2025-03-20 14:18:54,658 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:19:26,989 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4157 +[2025-03-20 14:19:27,549 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2500 +[2025-03-20 14:19:29,402 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6803 +[2025-03-20 14:19:30,108 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.4170 +[2025-03-20 14:19:30,529 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0936 +[2025-03-20 14:19:30,738 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3624 +[2025-03-20 14:19:31,131 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2647 +[2025-03-20 14:19:31,522 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0663 +[2025-03-20 14:19:31,950 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3676 +[2025-03-20 14:19:32,414 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2943 +[2025-03-20 14:19:32,591 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4813 +[2025-03-20 14:19:32,819 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3786 +[2025-03-20 14:19:33,260 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7126 +[2025-03-20 14:19:34,196 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4920 +[2025-03-20 14:19:34,381 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1072 +[2025-03-20 14:19:34,685 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1590 +[2025-03-20 14:19:35,136 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3709 +[2025-03-20 14:19:35,661 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4652 +[2025-03-20 14:19:35,870 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0436 +[2025-03-20 14:19:36,060 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.5111 +[2025-03-20 14:19:36,279 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5177 +[2025-03-20 14:19:36,522 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.3099 +[2025-03-20 14:19:38,201 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2981 +[2025-03-20 14:19:38,368 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.4092 +[2025-03-20 14:19:39,394 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2253 +[2025-03-20 14:19:39,608 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6980 +[2025-03-20 14:19:40,193 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5960 +[2025-03-20 14:19:40,370 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1271 +[2025-03-20 14:19:41,060 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3717 +[2025-03-20 14:19:42,588 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5934 +[2025-03-20 14:19:47,323 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.8186 +[2025-03-20 14:19:47,566 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.2335 +[2025-03-20 14:19:50,210 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4704 +[2025-03-20 14:19:50,607 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1095 +[2025-03-20 14:19:51,665 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:19:51,666 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:19:51,666 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] ceiling : 0.9368 0.9605 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] floor : 0.9816 0.9885 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] wall : 0.8415 0.9770 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] column : 0.2671 0.2756 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] window : 0.5681 0.5799 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] door : 0.7488 0.8693 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] table : 0.8031 0.8968 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] chair : 0.9148 0.9531 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] sofa : 0.7479 0.7712 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] bookcase : 0.7585 0.8443 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] board : 0.8227 0.8586 +[2025-03-20 14:19:51,666 INFO hook.py line 689 4037470] clutter : 0.6056 0.7204 +[2025-03-20 14:19:51,666 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:19:51,666 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6920/0.7458/0.9037. +[2025-03-20 14:19:51,667 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:19:51,818 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:19:51,818 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:20:37,820 INFO hook.py line 566 4037470] Train: [81/100][50/255] Data 0.003 (0.002) Batch 0.709 (0.711) Remain 00:59:51 loss: 0.1024 Lr: 3.10965e-04 +[2025-03-20 14:21:12,794 INFO hook.py line 566 4037470] Train: [81/100][100/255] Data 0.003 (0.002) Batch 0.722 (0.705) Remain 00:58:45 loss: 0.1137 Lr: 3.05063e-04 +[2025-03-20 14:21:48,141 INFO hook.py line 566 4037470] Train: [81/100][150/255] Data 0.002 (0.002) Batch 0.724 (0.706) Remain 00:58:13 loss: 0.1496 Lr: 2.99328e-04 +[2025-03-20 14:22:23,070 INFO hook.py line 566 4037470] Train: [81/100][200/255] Data 0.003 (0.002) Batch 0.722 (0.704) Remain 00:57:29 loss: 0.1172 Lr: 2.93527e-04 +[2025-03-20 14:22:57,723 INFO hook.py line 566 4037470] Train: [81/100][250/255] Data 0.002 (0.002) Batch 0.703 (0.702) Remain 00:56:43 loss: 0.1112 Lr: 2.87776e-04 +[2025-03-20 14:23:01,170 INFO misc.py line 135 4037470] Train result: loss: 0.1012 +[2025-03-20 14:23:02,533 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:23:34,215 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3524 +[2025-03-20 14:23:34,735 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2749 +[2025-03-20 14:23:36,588 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7532 +[2025-03-20 14:23:37,293 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.4302 +[2025-03-20 14:23:37,715 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0952 +[2025-03-20 14:23:37,924 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.4048 +[2025-03-20 14:23:38,316 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2067 +[2025-03-20 14:23:38,705 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0934 +[2025-03-20 14:23:39,133 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3690 +[2025-03-20 14:23:39,601 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.5028 +[2025-03-20 14:23:39,779 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4815 +[2025-03-20 14:23:40,006 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.4253 +[2025-03-20 14:23:40,449 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6830 +[2025-03-20 14:23:41,378 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5614 +[2025-03-20 14:23:41,563 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1855 +[2025-03-20 14:23:41,867 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.2402 +[2025-03-20 14:23:42,319 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3828 +[2025-03-20 14:23:42,845 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5015 +[2025-03-20 14:23:43,055 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0200 +[2025-03-20 14:23:43,246 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4711 +[2025-03-20 14:23:43,465 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.6768 +[2025-03-20 14:23:43,707 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.1383 +[2025-03-20 14:23:45,386 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.4466 +[2025-03-20 14:23:45,552 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.2094 +[2025-03-20 14:23:46,577 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3233 +[2025-03-20 14:23:46,792 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6583 +[2025-03-20 14:23:47,377 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.8316 +[2025-03-20 14:23:47,552 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1277 +[2025-03-20 14:23:48,241 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3859 +[2025-03-20 14:23:49,770 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5593 +[2025-03-20 14:23:54,432 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0908 +[2025-03-20 14:23:54,675 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9494 +[2025-03-20 14:23:57,315 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5449 +[2025-03-20 14:23:57,712 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1397 +[2025-03-20 14:23:58,833 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:23:58,834 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:23:58,834 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:23:58,834 INFO hook.py line 689 4037470] ceiling : 0.9394 0.9588 +[2025-03-20 14:23:58,834 INFO hook.py line 689 4037470] floor : 0.9822 0.9889 +[2025-03-20 14:23:58,834 INFO hook.py line 689 4037470] wall : 0.8385 0.9701 +[2025-03-20 14:23:58,834 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:23:58,835 INFO hook.py line 689 4037470] column : 0.2216 0.2298 +[2025-03-20 14:23:58,837 INFO hook.py line 689 4037470] window : 0.5271 0.5361 +[2025-03-20 14:23:58,837 INFO hook.py line 689 4037470] door : 0.6962 0.7978 +[2025-03-20 14:23:58,837 INFO hook.py line 689 4037470] table : 0.8113 0.8965 +[2025-03-20 14:23:58,837 INFO hook.py line 689 4037470] chair : 0.9127 0.9526 +[2025-03-20 14:23:58,837 INFO hook.py line 689 4037470] sofa : 0.7733 0.8513 +[2025-03-20 14:23:58,838 INFO hook.py line 689 4037470] bookcase : 0.7624 0.8465 +[2025-03-20 14:23:58,840 INFO hook.py line 689 4037470] board : 0.7997 0.8646 +[2025-03-20 14:23:58,840 INFO hook.py line 689 4037470] clutter : 0.6077 0.7600 +[2025-03-20 14:23:58,840 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:23:58,840 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6825/0.7425/0.9009. +[2025-03-20 14:23:58,841 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:23:59,150 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:23:59,150 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:24:44,745 INFO hook.py line 566 4037470] Train: [82/100][50/255] Data 0.002 (0.008) Batch 0.715 (0.711) Remain 00:56:47 loss: 0.0703 Lr: 2.81508e-04 +[2025-03-20 14:25:19,734 INFO hook.py line 566 4037470] Train: [82/100][100/255] Data 0.002 (0.005) Batch 0.755 (0.705) Remain 00:55:45 loss: 0.1562 Lr: 2.75865e-04 +[2025-03-20 14:25:54,957 INFO hook.py line 566 4037470] Train: [82/100][150/255] Data 0.002 (0.004) Batch 0.708 (0.705) Remain 00:55:09 loss: 0.1047 Lr: 2.70272e-04 +[2025-03-20 14:26:30,169 INFO hook.py line 566 4037470] Train: [82/100][200/255] Data 0.002 (0.003) Batch 0.726 (0.705) Remain 00:54:33 loss: 0.0776 Lr: 2.64732e-04 +[2025-03-20 14:27:04,831 INFO hook.py line 566 4037470] Train: [82/100][250/255] Data 0.002 (0.003) Batch 0.679 (0.702) Remain 00:53:47 loss: 0.1216 Lr: 2.59243e-04 +[2025-03-20 14:27:08,219 INFO misc.py line 135 4037470] Train result: loss: 0.1012 +[2025-03-20 14:27:08,260 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:27:43,091 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2890 +[2025-03-20 14:27:43,644 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.1852 +[2025-03-20 14:27:45,497 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7014 +[2025-03-20 14:27:46,202 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2086 +[2025-03-20 14:27:46,622 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0985 +[2025-03-20 14:27:46,827 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3720 +[2025-03-20 14:27:47,217 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2440 +[2025-03-20 14:27:47,602 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0957 +[2025-03-20 14:27:48,029 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3654 +[2025-03-20 14:27:48,490 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2858 +[2025-03-20 14:27:48,667 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4315 +[2025-03-20 14:27:48,895 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3794 +[2025-03-20 14:27:49,338 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6646 +[2025-03-20 14:27:50,270 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5382 +[2025-03-20 14:27:50,457 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2440 +[2025-03-20 14:27:50,761 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1915 +[2025-03-20 14:27:51,211 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3645 +[2025-03-20 14:27:51,736 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4353 +[2025-03-20 14:27:51,945 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1394 +[2025-03-20 14:27:52,135 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4193 +[2025-03-20 14:27:52,354 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4557 +[2025-03-20 14:27:52,596 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9995 +[2025-03-20 14:27:54,277 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2144 +[2025-03-20 14:27:54,443 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0123 +[2025-03-20 14:27:55,467 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2555 +[2025-03-20 14:27:55,680 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6092 +[2025-03-20 14:27:56,265 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6291 +[2025-03-20 14:27:56,441 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0927 +[2025-03-20 14:27:57,132 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3496 +[2025-03-20 14:27:58,659 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5270 +[2025-03-20 14:28:03,372 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.4215 +[2025-03-20 14:28:03,615 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8316 +[2025-03-20 14:28:06,254 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3557 +[2025-03-20 14:28:06,651 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0727 +[2025-03-20 14:28:07,740 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:28:07,740 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:28:07,740 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] ceiling : 0.9419 0.9608 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] floor : 0.9823 0.9886 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] wall : 0.8444 0.9712 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] column : 0.2630 0.2718 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] window : 0.5861 0.6086 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] door : 0.7447 0.8583 +[2025-03-20 14:28:07,740 INFO hook.py line 689 4037470] table : 0.8203 0.9056 +[2025-03-20 14:28:07,741 INFO hook.py line 689 4037470] chair : 0.9201 0.9610 +[2025-03-20 14:28:07,741 INFO hook.py line 689 4037470] sofa : 0.7992 0.8245 +[2025-03-20 14:28:07,741 INFO hook.py line 689 4037470] bookcase : 0.7667 0.8414 +[2025-03-20 14:28:07,741 INFO hook.py line 689 4037470] board : 0.8271 0.8673 +[2025-03-20 14:28:07,741 INFO hook.py line 689 4037470] clutter : 0.6287 0.7663 +[2025-03-20 14:28:07,741 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:28:07,741 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7019/0.7558/0.9072. +[2025-03-20 14:28:07,741 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:28:08,067 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:28:08,068 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:28:55,791 INFO hook.py line 566 4037470] Train: [83/100][50/255] Data 0.002 (0.002) Batch 0.650 (0.704) Remain 00:53:14 loss: 0.0803 Lr: 2.53266e-04 +[2025-03-20 14:29:31,174 INFO hook.py line 566 4037470] Train: [83/100][100/255] Data 0.002 (0.002) Batch 0.676 (0.706) Remain 00:52:48 loss: 0.1840 Lr: 2.47887e-04 +[2025-03-20 14:30:06,415 INFO hook.py line 566 4037470] Train: [83/100][150/255] Data 0.002 (0.002) Batch 0.731 (0.705) Remain 00:52:12 loss: 0.1288 Lr: 2.42561e-04 +[2025-03-20 14:30:41,368 INFO hook.py line 566 4037470] Train: [83/100][200/255] Data 0.002 (0.002) Batch 0.714 (0.704) Remain 00:51:29 loss: 0.1065 Lr: 2.37288e-04 +[2025-03-20 14:31:15,636 INFO hook.py line 566 4037470] Train: [83/100][250/255] Data 0.002 (0.002) Batch 0.688 (0.700) Remain 00:50:38 loss: 0.0839 Lr: 2.32068e-04 +[2025-03-20 14:31:19,104 INFO misc.py line 135 4037470] Train result: loss: 0.1005 +[2025-03-20 14:31:19,669 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:31:43,231 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.4403 +[2025-03-20 14:31:48,746 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3016 +[2025-03-20 14:31:50,601 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7024 +[2025-03-20 14:31:51,309 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2688 +[2025-03-20 14:31:51,731 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0914 +[2025-03-20 14:31:51,937 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3357 +[2025-03-20 14:31:52,328 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2595 +[2025-03-20 14:31:52,711 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0714 +[2025-03-20 14:31:53,140 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4133 +[2025-03-20 14:31:53,600 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.3464 +[2025-03-20 14:31:53,778 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4536 +[2025-03-20 14:31:54,005 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3829 +[2025-03-20 14:31:54,449 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.7005 +[2025-03-20 14:31:55,377 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5107 +[2025-03-20 14:31:55,562 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1473 +[2025-03-20 14:31:55,866 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1385 +[2025-03-20 14:31:56,317 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3910 +[2025-03-20 14:31:56,842 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5123 +[2025-03-20 14:31:57,053 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1314 +[2025-03-20 14:31:57,244 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4231 +[2025-03-20 14:31:57,463 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5728 +[2025-03-20 14:31:57,706 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 1.0040 +[2025-03-20 14:31:59,384 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2905 +[2025-03-20 14:31:59,549 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.0548 +[2025-03-20 14:32:00,575 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2547 +[2025-03-20 14:32:00,790 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5748 +[2025-03-20 14:32:01,376 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5938 +[2025-03-20 14:32:01,553 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1263 +[2025-03-20 14:32:02,244 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2660 +[2025-03-20 14:32:03,772 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4872 +[2025-03-20 14:32:08,304 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1899 +[2025-03-20 14:32:08,547 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9661 +[2025-03-20 14:32:11,209 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4667 +[2025-03-20 14:32:11,607 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.1120 +[2025-03-20 14:32:12,620 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:32:12,620 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:32:12,620 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:32:12,620 INFO hook.py line 689 4037470] ceiling : 0.9416 0.9603 +[2025-03-20 14:32:12,620 INFO hook.py line 689 4037470] floor : 0.9827 0.9894 +[2025-03-20 14:32:12,620 INFO hook.py line 689 4037470] wall : 0.8418 0.9735 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] column : 0.2805 0.2913 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] window : 0.5596 0.5728 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] door : 0.7409 0.8615 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] table : 0.8049 0.8932 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] chair : 0.9158 0.9614 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] sofa : 0.7427 0.7592 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] bookcase : 0.7605 0.8445 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] board : 0.8047 0.8706 +[2025-03-20 14:32:12,621 INFO hook.py line 689 4037470] clutter : 0.6254 0.7507 +[2025-03-20 14:32:12,621 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:32:12,621 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6924/0.7483/0.9055. +[2025-03-20 14:32:12,625 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:32:12,627 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:32:12,628 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:33:01,312 INFO hook.py line 566 4037470] Train: [84/100][50/255] Data 0.002 (0.002) Batch 0.692 (0.710) Remain 00:50:43 loss: 0.1360 Lr: 2.26387e-04 +[2025-03-20 14:33:35,887 INFO hook.py line 566 4037470] Train: [84/100][100/255] Data 0.003 (0.002) Batch 0.720 (0.701) Remain 00:49:26 loss: 0.0971 Lr: 2.21280e-04 +[2025-03-20 14:34:10,986 INFO hook.py line 566 4037470] Train: [84/100][150/255] Data 0.002 (0.002) Batch 0.738 (0.701) Remain 00:48:53 loss: 0.1092 Lr: 2.16225e-04 +[2025-03-20 14:34:46,037 INFO hook.py line 566 4037470] Train: [84/100][200/255] Data 0.003 (0.002) Batch 0.707 (0.701) Remain 00:48:18 loss: 0.1010 Lr: 2.11225e-04 +[2025-03-20 14:35:20,947 INFO hook.py line 566 4037470] Train: [84/100][250/255] Data 0.002 (0.002) Batch 0.671 (0.700) Remain 00:47:41 loss: 0.1033 Lr: 2.06279e-04 +[2025-03-20 14:35:24,403 INFO misc.py line 135 4037470] Train result: loss: 0.0966 +[2025-03-20 14:35:24,779 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:35:58,404 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3264 +[2025-03-20 14:35:58,855 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3051 +[2025-03-20 14:36:00,708 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7053 +[2025-03-20 14:36:01,416 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2099 +[2025-03-20 14:36:01,837 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0963 +[2025-03-20 14:36:02,043 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3303 +[2025-03-20 14:36:02,434 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2451 +[2025-03-20 14:36:02,820 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0682 +[2025-03-20 14:36:03,249 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4369 +[2025-03-20 14:36:03,738 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.4031 +[2025-03-20 14:36:03,916 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4515 +[2025-03-20 14:36:04,147 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3801 +[2025-03-20 14:36:04,590 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6903 +[2025-03-20 14:36:05,520 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5148 +[2025-03-20 14:36:05,705 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3313 +[2025-03-20 14:36:06,010 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1727 +[2025-03-20 14:36:06,460 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3883 +[2025-03-20 14:36:06,986 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5103 +[2025-03-20 14:36:07,197 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1289 +[2025-03-20 14:36:07,387 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4410 +[2025-03-20 14:36:07,606 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.5361 +[2025-03-20 14:36:07,849 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9439 +[2025-03-20 14:36:09,528 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2150 +[2025-03-20 14:36:09,697 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 1.9065 +[2025-03-20 14:36:10,721 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2116 +[2025-03-20 14:36:10,936 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6283 +[2025-03-20 14:36:11,521 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7245 +[2025-03-20 14:36:11,699 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1104 +[2025-03-20 14:36:12,389 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.2601 +[2025-03-20 14:36:13,918 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5605 +[2025-03-20 14:36:18,463 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2911 +[2025-03-20 14:36:18,705 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8674 +[2025-03-20 14:36:21,356 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5184 +[2025-03-20 14:36:21,754 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0929 +[2025-03-20 14:36:22,809 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:36:22,810 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:36:22,810 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] ceiling : 0.9393 0.9580 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] floor : 0.9829 0.9892 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] wall : 0.8404 0.9696 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] column : 0.2599 0.2692 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] window : 0.5804 0.5979 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] door : 0.7282 0.8627 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] table : 0.8066 0.9079 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] chair : 0.9198 0.9608 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] sofa : 0.7863 0.8051 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] bookcase : 0.7558 0.8199 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] board : 0.8095 0.8849 +[2025-03-20 14:36:22,810 INFO hook.py line 689 4037470] clutter : 0.6265 0.7714 +[2025-03-20 14:36:22,810 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:36:22,810 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6951/0.7536/0.9045. +[2025-03-20 14:36:22,816 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:36:23,503 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:36:23,503 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:37:10,158 INFO hook.py line 566 4037470] Train: [85/100][50/255] Data 0.002 (0.002) Batch 0.668 (0.724) Remain 00:48:38 loss: 0.0812 Lr: 2.00902e-04 +[2025-03-20 14:37:44,933 INFO hook.py line 566 4037470] Train: [85/100][100/255] Data 0.002 (0.002) Batch 0.694 (0.709) Remain 00:47:03 loss: 0.0976 Lr: 1.96070e-04 +[2025-03-20 14:38:20,125 INFO hook.py line 566 4037470] Train: [85/100][150/255] Data 0.002 (0.002) Batch 0.675 (0.707) Remain 00:46:20 loss: 0.1280 Lr: 1.91293e-04 +[2025-03-20 14:38:55,039 INFO hook.py line 566 4037470] Train: [85/100][200/255] Data 0.002 (0.002) Batch 0.673 (0.705) Remain 00:45:35 loss: 0.1154 Lr: 1.86572e-04 +[2025-03-20 14:39:29,723 INFO hook.py line 566 4037470] Train: [85/100][250/255] Data 0.002 (0.002) Batch 0.694 (0.703) Remain 00:44:51 loss: 0.1374 Lr: 1.81905e-04 +[2025-03-20 14:39:33,227 INFO misc.py line 135 4037470] Train result: loss: 0.0972 +[2025-03-20 14:39:34,331 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:40:04,516 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3853 +[2025-03-20 14:40:04,959 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.4022 +[2025-03-20 14:40:06,994 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6787 +[2025-03-20 14:40:07,699 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2180 +[2025-03-20 14:40:08,119 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0924 +[2025-03-20 14:40:08,326 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3288 +[2025-03-20 14:40:08,717 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2417 +[2025-03-20 14:40:09,156 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0628 +[2025-03-20 14:40:09,586 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3914 +[2025-03-20 14:40:10,062 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1494 +[2025-03-20 14:40:10,240 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4343 +[2025-03-20 14:40:10,468 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3689 +[2025-03-20 14:40:10,912 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6526 +[2025-03-20 14:40:11,841 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5031 +[2025-03-20 14:40:12,026 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1379 +[2025-03-20 14:40:12,331 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0308 +[2025-03-20 14:40:12,783 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3387 +[2025-03-20 14:40:13,308 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4484 +[2025-03-20 14:40:13,519 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0599 +[2025-03-20 14:40:13,709 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3884 +[2025-03-20 14:40:13,929 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3818 +[2025-03-20 14:40:14,172 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8244 +[2025-03-20 14:40:15,852 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0285 +[2025-03-20 14:40:16,019 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.2869 +[2025-03-20 14:40:17,042 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3501 +[2025-03-20 14:40:17,256 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5042 +[2025-03-20 14:40:17,843 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5737 +[2025-03-20 14:40:18,018 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0862 +[2025-03-20 14:40:18,707 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3211 +[2025-03-20 14:40:20,235 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4236 +[2025-03-20 14:40:24,766 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0273 +[2025-03-20 14:40:25,009 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0370 +[2025-03-20 14:40:27,680 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.3242 +[2025-03-20 14:40:28,079 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0126 +[2025-03-20 14:40:29,076 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:40:29,077 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:40:29,077 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] ceiling : 0.9420 0.9648 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] floor : 0.9826 0.9895 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] wall : 0.8500 0.9704 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] column : 0.2932 0.3063 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] window : 0.6115 0.6322 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] door : 0.7643 0.8872 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] table : 0.8090 0.8942 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] chair : 0.9173 0.9630 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] sofa : 0.7865 0.8049 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] bookcase : 0.7667 0.8560 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] board : 0.8125 0.8844 +[2025-03-20 14:40:29,077 INFO hook.py line 689 4037470] clutter : 0.6193 0.7366 +[2025-03-20 14:40:29,077 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:40:29,077 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7042/0.7607/0.9088. +[2025-03-20 14:40:29,080 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:40:29,157 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:40:29,157 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:41:12,917 INFO hook.py line 566 4037470] Train: [86/100][50/255] Data 0.002 (0.002) Batch 0.698 (0.719) Remain 00:45:14 loss: 0.1267 Lr: 1.76836e-04 +[2025-03-20 14:41:48,190 INFO hook.py line 566 4037470] Train: [86/100][100/255] Data 0.002 (0.002) Batch 0.737 (0.712) Remain 00:44:12 loss: 0.0642 Lr: 1.72287e-04 +[2025-03-20 14:42:23,211 INFO hook.py line 566 4037470] Train: [86/100][150/255] Data 0.002 (0.002) Batch 0.712 (0.708) Remain 00:43:22 loss: 0.1089 Lr: 1.67793e-04 +[2025-03-20 14:42:57,967 INFO hook.py line 566 4037470] Train: [86/100][200/255] Data 0.002 (0.002) Batch 0.707 (0.705) Remain 00:42:34 loss: 0.1310 Lr: 1.63355e-04 +[2025-03-20 14:43:32,969 INFO hook.py line 566 4037470] Train: [86/100][250/255] Data 0.001 (0.002) Batch 0.666 (0.704) Remain 00:41:56 loss: 0.0691 Lr: 1.58973e-04 +[2025-03-20 14:43:36,556 INFO misc.py line 135 4037470] Train result: loss: 0.0948 +[2025-03-20 14:43:36,694 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:44:10,019 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3035 +[2025-03-20 14:44:10,626 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3807 +[2025-03-20 14:44:12,480 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7154 +[2025-03-20 14:44:13,184 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2259 +[2025-03-20 14:44:13,605 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0941 +[2025-03-20 14:44:13,811 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3438 +[2025-03-20 14:44:14,202 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2618 +[2025-03-20 14:44:14,588 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0658 +[2025-03-20 14:44:15,015 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4317 +[2025-03-20 14:44:15,476 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1949 +[2025-03-20 14:44:15,654 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4513 +[2025-03-20 14:44:15,881 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3761 +[2025-03-20 14:44:16,324 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6453 +[2025-03-20 14:44:17,258 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4688 +[2025-03-20 14:44:17,443 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.1465 +[2025-03-20 14:44:17,747 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1097 +[2025-03-20 14:44:18,199 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3633 +[2025-03-20 14:44:18,725 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4765 +[2025-03-20 14:44:18,936 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0746 +[2025-03-20 14:44:19,126 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4572 +[2025-03-20 14:44:19,345 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4584 +[2025-03-20 14:44:19,587 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9805 +[2025-03-20 14:44:21,269 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.2699 +[2025-03-20 14:44:21,434 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3409 +[2025-03-20 14:44:22,460 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2190 +[2025-03-20 14:44:22,674 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6814 +[2025-03-20 14:44:23,260 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.7020 +[2025-03-20 14:44:23,435 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0779 +[2025-03-20 14:44:24,124 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3725 +[2025-03-20 14:44:25,655 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.5109 +[2025-03-20 14:44:30,189 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 1.9670 +[2025-03-20 14:44:30,432 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9190 +[2025-03-20 14:44:33,078 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5147 +[2025-03-20 14:44:33,475 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0534 +[2025-03-20 14:44:34,547 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:44:34,547 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:44:34,547 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] ceiling : 0.9396 0.9588 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] floor : 0.9824 0.9888 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] wall : 0.8446 0.9740 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] column : 0.2681 0.2769 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] window : 0.5783 0.5913 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] door : 0.7617 0.8857 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] table : 0.8044 0.8917 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] chair : 0.9178 0.9666 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] sofa : 0.8170 0.8415 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] bookcase : 0.7607 0.8363 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] board : 0.7897 0.8944 +[2025-03-20 14:44:34,548 INFO hook.py line 689 4037470] clutter : 0.6193 0.7500 +[2025-03-20 14:44:34,548 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:44:34,548 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.6987/0.7582/0.9060. +[2025-03-20 14:44:34,548 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:44:35,159 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:44:35,160 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:45:19,326 INFO hook.py line 566 4037470] Train: [87/100][50/255] Data 0.002 (0.002) Batch 0.678 (0.717) Remain 00:42:02 loss: 0.1069 Lr: 1.54218e-04 +[2025-03-20 14:45:54,474 INFO hook.py line 566 4037470] Train: [87/100][100/255] Data 0.002 (0.002) Batch 0.683 (0.710) Remain 00:41:02 loss: 0.0719 Lr: 1.49955e-04 +[2025-03-20 14:46:29,678 INFO hook.py line 566 4037470] Train: [87/100][150/255] Data 0.002 (0.002) Batch 0.749 (0.708) Remain 00:40:20 loss: 0.0994 Lr: 1.45749e-04 +[2025-03-20 14:47:04,544 INFO hook.py line 566 4037470] Train: [87/100][200/255] Data 0.002 (0.002) Batch 0.660 (0.705) Remain 00:39:36 loss: 0.0666 Lr: 1.41599e-04 +[2025-03-20 14:47:39,289 INFO hook.py line 566 4037470] Train: [87/100][250/255] Data 0.002 (0.002) Batch 0.644 (0.703) Remain 00:38:54 loss: 0.0645 Lr: 1.37507e-04 +[2025-03-20 14:47:42,828 INFO misc.py line 135 4037470] Train result: loss: 0.0956 +[2025-03-20 14:47:42,895 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:48:17,290 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3277 +[2025-03-20 14:48:17,731 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2753 +[2025-03-20 14:48:19,585 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7146 +[2025-03-20 14:48:20,289 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2086 +[2025-03-20 14:48:20,710 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.1005 +[2025-03-20 14:48:20,916 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3464 +[2025-03-20 14:48:21,308 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2536 +[2025-03-20 14:48:21,692 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0701 +[2025-03-20 14:48:22,120 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4305 +[2025-03-20 14:48:22,583 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1959 +[2025-03-20 14:48:22,760 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4442 +[2025-03-20 14:48:22,988 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3864 +[2025-03-20 14:48:23,429 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6634 +[2025-03-20 14:48:24,360 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.5119 +[2025-03-20 14:48:24,545 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2567 +[2025-03-20 14:48:24,849 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1373 +[2025-03-20 14:48:25,299 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.4146 +[2025-03-20 14:48:25,825 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5144 +[2025-03-20 14:48:26,035 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0721 +[2025-03-20 14:48:26,225 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3393 +[2025-03-20 14:48:26,444 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3766 +[2025-03-20 14:48:26,687 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.9284 +[2025-03-20 14:48:28,367 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.3001 +[2025-03-20 14:48:28,535 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.1982 +[2025-03-20 14:48:29,558 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2766 +[2025-03-20 14:48:29,773 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6869 +[2025-03-20 14:48:30,358 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6791 +[2025-03-20 14:48:30,535 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1101 +[2025-03-20 14:48:31,224 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3936 +[2025-03-20 14:48:32,752 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4856 +[2025-03-20 14:48:37,286 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2529 +[2025-03-20 14:48:37,528 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8985 +[2025-03-20 14:48:40,167 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4655 +[2025-03-20 14:48:40,564 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0395 +[2025-03-20 14:48:41,597 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:48:41,597 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:48:41,597 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] ceiling : 0.9388 0.9583 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] floor : 0.9825 0.9892 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] wall : 0.8438 0.9730 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] column : 0.2493 0.2548 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] window : 0.6126 0.6362 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] door : 0.7679 0.8874 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] table : 0.8068 0.8916 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] chair : 0.9194 0.9618 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] sofa : 0.8181 0.8385 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] bookcase : 0.7634 0.8385 +[2025-03-20 14:48:41,597 INFO hook.py line 689 4037470] board : 0.8222 0.8924 +[2025-03-20 14:48:41,598 INFO hook.py line 689 4037470] clutter : 0.6213 0.7500 +[2025-03-20 14:48:41,598 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:48:41,598 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7035/0.7594/0.9070. +[2025-03-20 14:48:41,598 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:48:41,601 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:48:41,601 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:49:27,626 INFO hook.py line 566 4037470] Train: [88/100][50/255] Data 0.002 (0.002) Batch 0.700 (0.700) Remain 00:38:04 loss: 0.1193 Lr: 1.33072e-04 +[2025-03-20 14:50:02,675 INFO hook.py line 566 4037470] Train: [88/100][100/255] Data 0.002 (0.002) Batch 0.698 (0.700) Remain 00:37:31 loss: 0.0897 Lr: 1.29100e-04 +[2025-03-20 14:50:37,726 INFO hook.py line 566 4037470] Train: [88/100][150/255] Data 0.002 (0.002) Batch 0.743 (0.701) Remain 00:36:57 loss: 0.0875 Lr: 1.25186e-04 +[2025-03-20 14:51:12,822 INFO hook.py line 566 4037470] Train: [88/100][200/255] Data 0.002 (0.002) Batch 0.677 (0.701) Remain 00:36:23 loss: 0.0709 Lr: 1.21330e-04 +[2025-03-20 14:51:47,633 INFO hook.py line 566 4037470] Train: [88/100][250/255] Data 0.002 (0.002) Batch 0.702 (0.700) Remain 00:35:45 loss: 0.1040 Lr: 1.17531e-04 +[2025-03-20 14:51:51,104 INFO misc.py line 135 4037470] Train result: loss: 0.0953 +[2025-03-20 14:51:51,765 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:52:25,151 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3201 +[2025-03-20 14:52:25,590 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2629 +[2025-03-20 14:52:27,446 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6869 +[2025-03-20 14:52:28,154 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2770 +[2025-03-20 14:52:28,577 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0931 +[2025-03-20 14:52:28,784 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3318 +[2025-03-20 14:52:29,175 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2416 +[2025-03-20 14:52:29,561 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0661 +[2025-03-20 14:52:29,988 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.3578 +[2025-03-20 14:52:30,450 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1423 +[2025-03-20 14:52:30,627 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4380 +[2025-03-20 14:52:30,855 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3618 +[2025-03-20 14:52:31,296 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6627 +[2025-03-20 14:52:32,226 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4355 +[2025-03-20 14:52:32,411 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3216 +[2025-03-20 14:52:32,716 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0684 +[2025-03-20 14:52:33,166 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3819 +[2025-03-20 14:52:33,692 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4748 +[2025-03-20 14:52:33,902 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.8990 +[2025-03-20 14:52:34,092 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3323 +[2025-03-20 14:52:34,311 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.4026 +[2025-03-20 14:52:34,553 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8308 +[2025-03-20 14:52:36,233 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0843 +[2025-03-20 14:52:36,398 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.2942 +[2025-03-20 14:52:37,421 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.5122 +[2025-03-20 14:52:37,635 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5001 +[2025-03-20 14:52:38,220 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5686 +[2025-03-20 14:52:38,396 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0862 +[2025-03-20 14:52:39,086 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3689 +[2025-03-20 14:52:40,613 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4149 +[2025-03-20 14:52:45,166 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.0268 +[2025-03-20 14:52:45,408 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8851 +[2025-03-20 14:52:48,047 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5139 +[2025-03-20 14:52:48,443 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9872 +[2025-03-20 14:52:49,559 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:52:49,559 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:52:49,559 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] ceiling : 0.9367 0.9553 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] floor : 0.9829 0.9896 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] wall : 0.8492 0.9709 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] column : 0.3207 0.3348 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] window : 0.5962 0.6176 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] door : 0.7759 0.9140 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] table : 0.8086 0.8939 +[2025-03-20 14:52:49,560 INFO hook.py line 689 4037470] chair : 0.9201 0.9614 +[2025-03-20 14:52:49,561 INFO hook.py line 689 4037470] sofa : 0.8113 0.8372 +[2025-03-20 14:52:49,561 INFO hook.py line 689 4037470] bookcase : 0.7659 0.8493 +[2025-03-20 14:52:49,561 INFO hook.py line 689 4037470] board : 0.8204 0.8833 +[2025-03-20 14:52:49,561 INFO hook.py line 689 4037470] clutter : 0.6213 0.7472 +[2025-03-20 14:52:49,561 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:52:49,561 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7084/0.7657/0.9082. +[2025-03-20 14:52:49,564 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:52:49,566 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:52:49,566 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:53:39,164 INFO hook.py line 566 4037470] Train: [89/100][50/255] Data 0.002 (0.002) Batch 0.725 (0.706) Remain 00:35:24 loss: 0.0984 Lr: 1.13420e-04 +[2025-03-20 14:54:14,327 INFO hook.py line 566 4037470] Train: [89/100][100/255] Data 0.003 (0.002) Batch 0.664 (0.705) Remain 00:34:45 loss: 0.0921 Lr: 1.09744e-04 +[2025-03-20 14:54:49,015 INFO hook.py line 566 4037470] Train: [89/100][150/255] Data 0.002 (0.002) Batch 0.653 (0.701) Remain 00:33:59 loss: 0.0928 Lr: 1.06127e-04 +[2025-03-20 14:55:24,564 INFO hook.py line 566 4037470] Train: [89/100][200/255] Data 0.002 (0.002) Batch 0.743 (0.703) Remain 00:33:31 loss: 0.0620 Lr: 1.02568e-04 +[2025-03-20 14:55:59,244 INFO hook.py line 566 4037470] Train: [89/100][250/255] Data 0.001 (0.002) Batch 0.654 (0.701) Remain 00:32:51 loss: 0.1004 Lr: 9.90673e-05 +[2025-03-20 14:56:02,880 INFO misc.py line 135 4037470] Train result: loss: 0.0965 +[2025-03-20 14:56:03,753 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 14:56:33,421 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3277 +[2025-03-20 14:56:33,896 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2507 +[2025-03-20 14:56:35,782 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7144 +[2025-03-20 14:56:36,484 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2345 +[2025-03-20 14:56:36,904 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0936 +[2025-03-20 14:56:37,110 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3442 +[2025-03-20 14:56:37,502 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2543 +[2025-03-20 14:56:37,892 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0767 +[2025-03-20 14:56:38,321 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4193 +[2025-03-20 14:56:38,783 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1633 +[2025-03-20 14:56:38,960 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4460 +[2025-03-20 14:56:39,190 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3793 +[2025-03-20 14:56:39,632 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6554 +[2025-03-20 14:56:40,567 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4927 +[2025-03-20 14:56:40,751 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2947 +[2025-03-20 14:56:41,056 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1163 +[2025-03-20 14:56:41,506 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3632 +[2025-03-20 14:56:42,031 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4802 +[2025-03-20 14:56:42,243 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.1417 +[2025-03-20 14:56:42,433 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3749 +[2025-03-20 14:56:42,652 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3525 +[2025-03-20 14:56:42,895 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8775 +[2025-03-20 14:56:44,574 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0667 +[2025-03-20 14:56:44,739 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3494 +[2025-03-20 14:56:45,763 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3835 +[2025-03-20 14:56:45,977 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6441 +[2025-03-20 14:56:46,563 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6349 +[2025-03-20 14:56:46,740 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.1183 +[2025-03-20 14:56:47,430 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3240 +[2025-03-20 14:56:48,958 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4789 +[2025-03-20 14:56:53,493 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3722 +[2025-03-20 14:56:53,736 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0593 +[2025-03-20 14:56:56,378 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5162 +[2025-03-20 14:56:56,775 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0481 +[2025-03-20 14:56:57,804 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 14:56:57,804 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 14:56:57,804 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 14:56:57,804 INFO hook.py line 689 4037470] ceiling : 0.9364 0.9564 +[2025-03-20 14:56:57,804 INFO hook.py line 689 4037470] floor : 0.9827 0.9895 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] wall : 0.8465 0.9714 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] column : 0.2788 0.2880 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] window : 0.6156 0.6419 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] door : 0.7396 0.8656 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] table : 0.8051 0.8924 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] chair : 0.9205 0.9612 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] sofa : 0.8276 0.8525 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] bookcase : 0.7678 0.8526 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] board : 0.8316 0.9011 +[2025-03-20 14:56:57,805 INFO hook.py line 689 4037470] clutter : 0.6240 0.7442 +[2025-03-20 14:56:57,805 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 14:56:57,805 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7059/0.7628/0.9074. +[2025-03-20 14:56:57,807 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 14:56:57,982 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 14:56:57,983 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 14:57:46,166 INFO hook.py line 566 4037470] Train: [90/100][50/255] Data 0.002 (0.002) Batch 0.734 (0.728) Remain 00:33:24 loss: 0.0635 Lr: 9.52851e-05 +[2025-03-20 14:58:21,626 INFO hook.py line 566 4037470] Train: [90/100][100/255] Data 0.002 (0.002) Batch 0.715 (0.718) Remain 00:32:22 loss: 0.0611 Lr: 9.19087e-05 +[2025-03-20 14:58:56,650 INFO hook.py line 566 4037470] Train: [90/100][150/255] Data 0.002 (0.002) Batch 0.713 (0.712) Remain 00:31:30 loss: 0.0553 Lr: 8.85915e-05 +[2025-03-20 14:59:31,651 INFO hook.py line 566 4037470] Train: [90/100][200/255] Data 0.002 (0.002) Batch 0.684 (0.709) Remain 00:30:47 loss: 0.0694 Lr: 8.53337e-05 +[2025-03-20 15:00:06,108 INFO hook.py line 566 4037470] Train: [90/100][250/255] Data 0.002 (0.002) Batch 0.677 (0.705) Remain 00:30:01 loss: 0.1080 Lr: 8.21354e-05 +[2025-03-20 15:00:09,601 INFO misc.py line 135 4037470] Train result: loss: 0.0937 +[2025-03-20 15:00:10,610 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:00:42,943 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3372 +[2025-03-20 15:00:43,383 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2628 +[2025-03-20 15:00:45,237 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7208 +[2025-03-20 15:00:45,945 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2717 +[2025-03-20 15:00:46,367 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0894 +[2025-03-20 15:00:46,573 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3471 +[2025-03-20 15:00:46,964 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2574 +[2025-03-20 15:00:47,349 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0853 +[2025-03-20 15:00:47,777 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4112 +[2025-03-20 15:00:48,239 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1389 +[2025-03-20 15:00:48,417 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4302 +[2025-03-20 15:00:48,645 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3736 +[2025-03-20 15:00:49,087 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6840 +[2025-03-20 15:00:50,016 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4484 +[2025-03-20 15:00:50,203 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3528 +[2025-03-20 15:00:50,507 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.1255 +[2025-03-20 15:00:50,958 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3524 +[2025-03-20 15:00:51,484 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4688 +[2025-03-20 15:00:51,694 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9428 +[2025-03-20 15:00:51,884 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3682 +[2025-03-20 15:00:52,106 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3699 +[2025-03-20 15:00:52,352 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8443 +[2025-03-20 15:00:54,033 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0081 +[2025-03-20 15:00:54,202 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3885 +[2025-03-20 15:00:55,227 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2863 +[2025-03-20 15:00:55,445 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5881 +[2025-03-20 15:00:56,033 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5279 +[2025-03-20 15:00:56,211 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0868 +[2025-03-20 15:00:56,904 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3783 +[2025-03-20 15:00:58,433 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4502 +[2025-03-20 15:01:03,184 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3366 +[2025-03-20 15:01:03,428 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 1.0258 +[2025-03-20 15:01:06,072 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.6033 +[2025-03-20 15:01:06,470 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9905 +[2025-03-20 15:01:07,512 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:01:07,512 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:01:07,513 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] ceiling : 0.9369 0.9569 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] floor : 0.9825 0.9891 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] wall : 0.8494 0.9707 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] column : 0.3123 0.3235 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] window : 0.6131 0.6347 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] door : 0.7540 0.8785 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] table : 0.8071 0.8902 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] chair : 0.9192 0.9621 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] sofa : 0.7773 0.7964 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] bookcase : 0.7640 0.8502 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] board : 0.8156 0.8922 +[2025-03-20 15:01:07,513 INFO hook.py line 689 4037470] clutter : 0.6184 0.7458 +[2025-03-20 15:01:07,513 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:01:07,513 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7038/0.7608/0.9076. +[2025-03-20 15:01:07,515 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:01:07,516 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:01:07,517 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:01:56,120 INFO hook.py line 566 4037470] Train: [91/100][50/255] Data 0.002 (0.002) Batch 0.731 (0.703) Remain 00:29:16 loss: 0.0787 Lr: 7.86861e-05 +[2025-03-20 15:02:31,265 INFO hook.py line 566 4037470] Train: [91/100][100/255] Data 0.002 (0.002) Batch 0.741 (0.703) Remain 00:28:41 loss: 0.0953 Lr: 7.56131e-05 +[2025-03-20 15:03:06,233 INFO hook.py line 566 4037470] Train: [91/100][150/255] Data 0.002 (0.002) Batch 0.688 (0.702) Remain 00:28:03 loss: 0.1218 Lr: 7.26000e-05 +[2025-03-20 15:03:41,335 INFO hook.py line 566 4037470] Train: [91/100][200/255] Data 0.001 (0.002) Batch 0.688 (0.702) Remain 00:27:29 loss: 0.0851 Lr: 6.96470e-05 +[2025-03-20 15:04:16,007 INFO hook.py line 566 4037470] Train: [91/100][250/255] Data 0.002 (0.002) Batch 0.676 (0.700) Remain 00:26:50 loss: 0.0643 Lr: 6.67541e-05 +[2025-03-20 15:04:19,457 INFO misc.py line 135 4037470] Train result: loss: 0.0940 +[2025-03-20 15:04:19,847 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:04:49,875 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2822 +[2025-03-20 15:04:50,541 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2991 +[2025-03-20 15:04:52,394 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7110 +[2025-03-20 15:04:53,102 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2290 +[2025-03-20 15:04:53,522 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0889 +[2025-03-20 15:04:53,728 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3382 +[2025-03-20 15:04:54,119 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2496 +[2025-03-20 15:04:54,505 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0669 +[2025-03-20 15:04:54,934 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4059 +[2025-03-20 15:04:55,406 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1341 +[2025-03-20 15:04:55,583 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4482 +[2025-03-20 15:04:55,811 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3761 +[2025-03-20 15:04:56,253 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6802 +[2025-03-20 15:04:57,182 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4385 +[2025-03-20 15:04:57,368 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3647 +[2025-03-20 15:04:57,672 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0098 +[2025-03-20 15:04:58,124 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3800 +[2025-03-20 15:04:58,649 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4693 +[2025-03-20 15:04:58,860 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0104 +[2025-03-20 15:04:59,051 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3499 +[2025-03-20 15:04:59,270 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3063 +[2025-03-20 15:04:59,513 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8294 +[2025-03-20 15:05:01,193 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0198 +[2025-03-20 15:05:01,358 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3874 +[2025-03-20 15:05:02,383 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2954 +[2025-03-20 15:05:02,598 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5230 +[2025-03-20 15:05:03,185 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5725 +[2025-03-20 15:05:03,361 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0868 +[2025-03-20 15:05:04,051 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3394 +[2025-03-20 15:05:05,578 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4648 +[2025-03-20 15:05:10,140 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3808 +[2025-03-20 15:05:10,383 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9837 +[2025-03-20 15:05:13,027 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5760 +[2025-03-20 15:05:13,425 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0018 +[2025-03-20 15:05:14,550 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:05:14,550 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:05:14,550 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] ceiling : 0.9360 0.9557 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] floor : 0.9825 0.9892 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] wall : 0.8522 0.9713 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] column : 0.3017 0.3101 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] window : 0.6274 0.6525 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] door : 0.7669 0.8983 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] table : 0.8072 0.8956 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] chair : 0.9201 0.9603 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] sofa : 0.8158 0.8344 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] bookcase : 0.7689 0.8535 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] board : 0.8058 0.8945 +[2025-03-20 15:05:14,551 INFO hook.py line 689 4037470] clutter : 0.6242 0.7478 +[2025-03-20 15:05:14,551 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:05:14,551 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7084/0.7664/0.9093. +[2025-03-20 15:05:14,551 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:05:15,222 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:05:15,222 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:06:01,251 INFO hook.py line 566 4037470] Train: [92/100][50/255] Data 0.002 (0.002) Batch 0.696 (0.708) Remain 00:26:29 loss: 0.0913 Lr: 6.36415e-05 +[2025-03-20 15:06:36,618 INFO hook.py line 566 4037470] Train: [92/100][100/255] Data 0.002 (0.002) Batch 0.679 (0.708) Remain 00:25:53 loss: 0.1034 Lr: 6.08753e-05 +[2025-03-20 15:07:11,958 INFO hook.py line 566 4037470] Train: [92/100][150/255] Data 0.002 (0.002) Batch 0.760 (0.707) Remain 00:25:17 loss: 0.0870 Lr: 5.81695e-05 +[2025-03-20 15:07:47,343 INFO hook.py line 566 4037470] Train: [92/100][200/255] Data 0.003 (0.002) Batch 0.735 (0.708) Remain 00:24:42 loss: 0.1169 Lr: 5.55245e-05 +[2025-03-20 15:08:22,062 INFO hook.py line 566 4037470] Train: [92/100][250/255] Data 0.002 (0.002) Batch 0.700 (0.705) Remain 00:24:01 loss: 0.0641 Lr: 5.29401e-05 +[2025-03-20 15:08:25,501 INFO misc.py line 135 4037470] Train result: loss: 0.0929 +[2025-03-20 15:08:27,222 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:08:57,987 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3371 +[2025-03-20 15:08:58,495 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2813 +[2025-03-20 15:09:00,347 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7126 +[2025-03-20 15:09:01,050 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2347 +[2025-03-20 15:09:01,470 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0902 +[2025-03-20 15:09:01,677 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3423 +[2025-03-20 15:09:02,069 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2579 +[2025-03-20 15:09:02,456 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0645 +[2025-03-20 15:09:02,884 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4223 +[2025-03-20 15:09:03,348 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1741 +[2025-03-20 15:09:03,526 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4442 +[2025-03-20 15:09:03,755 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3780 +[2025-03-20 15:09:04,198 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6876 +[2025-03-20 15:09:05,125 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4667 +[2025-03-20 15:09:05,310 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3560 +[2025-03-20 15:09:05,614 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0553 +[2025-03-20 15:09:06,065 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3757 +[2025-03-20 15:09:06,591 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5091 +[2025-03-20 15:09:06,801 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0283 +[2025-03-20 15:09:06,992 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3771 +[2025-03-20 15:09:07,210 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3300 +[2025-03-20 15:09:07,453 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8235 +[2025-03-20 15:09:09,134 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0924 +[2025-03-20 15:09:09,300 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3669 +[2025-03-20 15:09:10,324 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3392 +[2025-03-20 15:09:10,539 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5832 +[2025-03-20 15:09:11,124 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5972 +[2025-03-20 15:09:11,300 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0756 +[2025-03-20 15:09:11,989 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3757 +[2025-03-20 15:09:13,518 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4883 +[2025-03-20 15:09:18,054 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2044 +[2025-03-20 15:09:18,297 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9197 +[2025-03-20 15:09:20,938 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5746 +[2025-03-20 15:09:21,336 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0246 +[2025-03-20 15:09:22,376 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:09:22,377 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:09:22,377 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] ceiling : 0.9360 0.9558 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] floor : 0.9827 0.9891 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] wall : 0.8496 0.9733 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] column : 0.2878 0.2948 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] window : 0.6191 0.6417 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] door : 0.7619 0.8978 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] table : 0.8086 0.8950 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] chair : 0.9189 0.9636 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] sofa : 0.7844 0.8033 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] bookcase : 0.7673 0.8530 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] board : 0.8115 0.8910 +[2025-03-20 15:09:22,377 INFO hook.py line 689 4037470] clutter : 0.6190 0.7370 +[2025-03-20 15:09:22,377 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:09:22,377 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7036/0.7612/0.9081. +[2025-03-20 15:09:22,378 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:09:23,188 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:09:23,188 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:10:09,569 INFO hook.py line 566 4037470] Train: [93/100][50/255] Data 0.002 (0.002) Batch 0.661 (0.705) Remain 00:23:23 loss: 0.0687 Lr: 5.01677e-05 +[2025-03-20 15:10:44,591 INFO hook.py line 566 4037470] Train: [93/100][100/255] Data 0.002 (0.002) Batch 0.725 (0.703) Remain 00:22:43 loss: 0.1108 Lr: 4.77112e-05 +[2025-03-20 15:11:19,389 INFO hook.py line 566 4037470] Train: [93/100][150/255] Data 0.001 (0.002) Batch 0.731 (0.700) Remain 00:22:03 loss: 0.0920 Lr: 4.53158e-05 +[2025-03-20 15:11:54,303 INFO hook.py line 566 4037470] Train: [93/100][200/255] Data 0.002 (0.002) Batch 0.681 (0.700) Remain 00:21:27 loss: 0.0822 Lr: 4.29817e-05 +[2025-03-20 15:12:29,164 INFO hook.py line 566 4037470] Train: [93/100][250/255] Data 0.002 (0.002) Batch 0.607 (0.699) Remain 00:20:51 loss: 0.1094 Lr: 4.07087e-05 +[2025-03-20 15:12:32,670 INFO misc.py line 135 4037470] Train result: loss: 0.0929 +[2025-03-20 15:12:33,499 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:13:06,146 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2968 +[2025-03-20 15:13:06,648 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3002 +[2025-03-20 15:13:08,501 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7059 +[2025-03-20 15:13:09,207 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2407 +[2025-03-20 15:13:09,627 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0939 +[2025-03-20 15:13:09,833 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3402 +[2025-03-20 15:13:10,224 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2588 +[2025-03-20 15:13:10,611 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0690 +[2025-03-20 15:13:11,040 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4142 +[2025-03-20 15:13:11,501 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1456 +[2025-03-20 15:13:11,679 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4641 +[2025-03-20 15:13:11,906 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3731 +[2025-03-20 15:13:12,349 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6769 +[2025-03-20 15:13:13,279 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4325 +[2025-03-20 15:13:13,465 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3037 +[2025-03-20 15:13:13,779 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0046 +[2025-03-20 15:13:14,230 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3622 +[2025-03-20 15:13:14,756 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5230 +[2025-03-20 15:13:14,966 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9061 +[2025-03-20 15:13:15,156 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3704 +[2025-03-20 15:13:15,376 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3334 +[2025-03-20 15:13:15,618 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8201 +[2025-03-20 15:13:17,299 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0604 +[2025-03-20 15:13:17,464 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3516 +[2025-03-20 15:13:18,488 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2988 +[2025-03-20 15:13:18,702 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5533 +[2025-03-20 15:13:19,287 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5603 +[2025-03-20 15:13:19,462 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0840 +[2025-03-20 15:13:20,152 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3542 +[2025-03-20 15:13:21,680 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4719 +[2025-03-20 15:13:26,211 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.3022 +[2025-03-20 15:13:26,453 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9296 +[2025-03-20 15:13:29,092 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5185 +[2025-03-20 15:13:29,490 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9960 +[2025-03-20 15:13:30,630 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:13:30,630 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:13:30,630 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:13:30,630 INFO hook.py line 689 4037470] ceiling : 0.9373 0.9572 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] floor : 0.9827 0.9889 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] wall : 0.8509 0.9719 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] column : 0.3166 0.3284 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] window : 0.6188 0.6438 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] door : 0.7697 0.8933 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] table : 0.8084 0.8995 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] chair : 0.9174 0.9631 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] sofa : 0.7673 0.7856 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] bookcase : 0.7651 0.8482 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] board : 0.8098 0.8851 +[2025-03-20 15:13:30,631 INFO hook.py line 689 4037470] clutter : 0.6186 0.7423 +[2025-03-20 15:13:30,631 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:13:30,631 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7048/0.7621/0.9085. +[2025-03-20 15:13:30,631 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:13:31,105 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:13:31,105 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:14:14,715 INFO hook.py line 566 4037470] Train: [94/100][50/255] Data 0.002 (0.002) Batch 0.641 (0.729) Remain 00:21:03 loss: 0.1031 Lr: 3.82794e-05 +[2025-03-20 15:14:49,656 INFO hook.py line 566 4037470] Train: [94/100][100/255] Data 0.002 (0.002) Batch 0.746 (0.713) Remain 00:20:01 loss: 0.0904 Lr: 3.61354e-05 +[2025-03-20 15:15:24,756 INFO hook.py line 566 4037470] Train: [94/100][150/255] Data 0.002 (0.002) Batch 0.729 (0.709) Remain 00:19:19 loss: 0.0994 Lr: 3.40530e-05 +[2025-03-20 15:15:59,352 INFO hook.py line 566 4037470] Train: [94/100][200/255] Data 0.002 (0.002) Batch 0.707 (0.705) Remain 00:18:37 loss: 0.1026 Lr: 3.20322e-05 +[2025-03-20 15:16:34,884 INFO hook.py line 566 4037470] Train: [94/100][250/255] Data 0.002 (0.002) Batch 0.691 (0.706) Remain 00:18:03 loss: 0.0939 Lr: 3.00732e-05 +[2025-03-20 15:16:38,359 INFO misc.py line 135 4037470] Train result: loss: 0.0958 +[2025-03-20 15:16:38,412 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:17:10,271 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3345 +[2025-03-20 15:17:10,712 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3041 +[2025-03-20 15:17:13,390 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6985 +[2025-03-20 15:17:14,095 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2521 +[2025-03-20 15:17:14,517 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0918 +[2025-03-20 15:17:14,725 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3359 +[2025-03-20 15:17:15,117 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2561 +[2025-03-20 15:17:15,529 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0635 +[2025-03-20 15:17:15,957 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4247 +[2025-03-20 15:17:16,428 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1800 +[2025-03-20 15:17:16,608 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4702 +[2025-03-20 15:17:16,836 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3741 +[2025-03-20 15:17:17,281 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6805 +[2025-03-20 15:17:18,209 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4401 +[2025-03-20 15:17:18,397 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2663 +[2025-03-20 15:17:18,701 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 0.9580 +[2025-03-20 15:17:19,155 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3737 +[2025-03-20 15:17:19,680 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5055 +[2025-03-20 15:17:19,890 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9970 +[2025-03-20 15:17:20,080 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3882 +[2025-03-20 15:17:20,299 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3310 +[2025-03-20 15:17:20,542 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8280 +[2025-03-20 15:17:22,220 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0804 +[2025-03-20 15:17:22,385 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3777 +[2025-03-20 15:17:23,411 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3655 +[2025-03-20 15:17:23,625 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6015 +[2025-03-20 15:17:24,211 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5641 +[2025-03-20 15:17:24,388 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0822 +[2025-03-20 15:17:25,076 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3617 +[2025-03-20 15:17:26,605 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4545 +[2025-03-20 15:17:31,138 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1785 +[2025-03-20 15:17:31,381 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9432 +[2025-03-20 15:17:34,040 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5018 +[2025-03-20 15:17:34,436 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9973 +[2025-03-20 15:17:35,454 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:17:35,454 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:17:35,454 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] ceiling : 0.9382 0.9587 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] floor : 0.9827 0.9891 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] wall : 0.8521 0.9721 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] column : 0.3239 0.3353 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] window : 0.6102 0.6323 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] door : 0.7657 0.8976 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] table : 0.8094 0.8998 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] chair : 0.9186 0.9625 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] sofa : 0.7746 0.7933 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] bookcase : 0.7664 0.8489 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] board : 0.8106 0.8914 +[2025-03-20 15:17:35,454 INFO hook.py line 689 4037470] clutter : 0.6192 0.7422 +[2025-03-20 15:17:35,454 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:17:35,454 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7055/0.7633/0.9089. +[2025-03-20 15:17:35,455 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:17:35,460 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:17:35,460 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:18:22,349 INFO hook.py line 566 4037470] Train: [95/100][50/255] Data 0.002 (0.002) Batch 0.694 (0.710) Remain 00:17:31 loss: 0.1093 Lr: 2.79896e-05 +[2025-03-20 15:18:57,572 INFO hook.py line 566 4037470] Train: [95/100][100/255] Data 0.002 (0.002) Batch 0.737 (0.707) Remain 00:16:51 loss: 0.0833 Lr: 2.61605e-05 +[2025-03-20 15:19:32,421 INFO hook.py line 566 4037470] Train: [95/100][150/255] Data 0.002 (0.002) Batch 0.713 (0.704) Remain 00:16:11 loss: 0.1071 Lr: 2.43933e-05 +[2025-03-20 15:20:07,604 INFO hook.py line 566 4037470] Train: [95/100][200/255] Data 0.002 (0.002) Batch 0.661 (0.704) Remain 00:15:36 loss: 0.0862 Lr: 2.26882e-05 +[2025-03-20 15:20:42,303 INFO hook.py line 566 4037470] Train: [95/100][250/255] Data 0.002 (0.002) Batch 0.741 (0.702) Remain 00:14:58 loss: 0.0654 Lr: 2.10451e-05 +[2025-03-20 15:20:45,673 INFO misc.py line 135 4037470] Train result: loss: 0.0954 +[2025-03-20 15:20:45,711 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:21:19,610 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2958 +[2025-03-20 15:21:20,050 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2911 +[2025-03-20 15:21:21,904 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7055 +[2025-03-20 15:21:22,611 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2573 +[2025-03-20 15:21:23,033 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0921 +[2025-03-20 15:21:23,240 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3321 +[2025-03-20 15:21:23,631 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2535 +[2025-03-20 15:21:24,017 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0686 +[2025-03-20 15:21:24,446 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4127 +[2025-03-20 15:21:24,906 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2088 +[2025-03-20 15:21:25,084 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4721 +[2025-03-20 15:21:25,311 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3739 +[2025-03-20 15:21:25,754 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6812 +[2025-03-20 15:21:26,684 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4231 +[2025-03-20 15:21:26,869 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2730 +[2025-03-20 15:21:27,173 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0013 +[2025-03-20 15:21:27,624 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3696 +[2025-03-20 15:21:28,150 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.4869 +[2025-03-20 15:21:28,360 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0234 +[2025-03-20 15:21:28,550 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3679 +[2025-03-20 15:21:28,768 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3595 +[2025-03-20 15:21:29,011 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8464 +[2025-03-20 15:21:30,693 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0203 +[2025-03-20 15:21:30,859 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.4034 +[2025-03-20 15:21:31,882 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.3913 +[2025-03-20 15:21:32,096 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.5731 +[2025-03-20 15:21:32,682 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5307 +[2025-03-20 15:21:32,858 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0810 +[2025-03-20 15:21:33,548 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3832 +[2025-03-20 15:21:35,077 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4595 +[2025-03-20 15:21:39,616 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1369 +[2025-03-20 15:21:39,859 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8960 +[2025-03-20 15:21:42,500 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.4806 +[2025-03-20 15:21:42,898 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 0.9951 +[2025-03-20 15:21:43,925 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:21:43,926 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:21:43,926 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] ceiling : 0.9385 0.9583 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] floor : 0.9827 0.9890 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] wall : 0.8526 0.9722 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] column : 0.3534 0.3700 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] window : 0.6083 0.6294 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] door : 0.7632 0.8876 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] table : 0.8112 0.8971 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] chair : 0.9183 0.9623 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] sofa : 0.7961 0.8162 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] bookcase : 0.7652 0.8477 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] board : 0.8258 0.8914 +[2025-03-20 15:21:43,926 INFO hook.py line 689 4037470] clutter : 0.6223 0.7485 +[2025-03-20 15:21:43,926 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:21:43,926 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7106/0.7669/0.9095. +[2025-03-20 15:21:43,927 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:21:43,955 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:21:43,955 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:22:31,874 INFO hook.py line 566 4037470] Train: [96/100][50/255] Data 0.002 (0.002) Batch 0.690 (0.710) Remain 00:14:29 loss: 0.0902 Lr: 1.93097e-05 +[2025-03-20 15:23:06,870 INFO hook.py line 566 4037470] Train: [96/100][100/255] Data 0.003 (0.002) Batch 0.706 (0.705) Remain 00:13:48 loss: 0.1322 Lr: 1.77973e-05 +[2025-03-20 15:23:41,846 INFO hook.py line 566 4037470] Train: [96/100][150/255] Data 0.002 (0.002) Batch 0.708 (0.703) Remain 00:13:10 loss: 0.0639 Lr: 1.63473e-05 +[2025-03-20 15:24:16,728 INFO hook.py line 566 4037470] Train: [96/100][200/255] Data 0.002 (0.002) Batch 0.678 (0.702) Remain 00:12:34 loss: 0.1008 Lr: 1.49597e-05 +[2025-03-20 15:24:51,594 INFO hook.py line 566 4037470] Train: [96/100][250/255] Data 0.002 (0.002) Batch 0.717 (0.701) Remain 00:11:58 loss: 0.0969 Lr: 1.36345e-05 +[2025-03-20 15:24:54,890 INFO misc.py line 135 4037470] Train result: loss: 0.0924 +[2025-03-20 15:24:55,039 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:25:29,997 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3077 +[2025-03-20 15:25:30,478 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2975 +[2025-03-20 15:25:32,350 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7024 +[2025-03-20 15:25:33,056 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2656 +[2025-03-20 15:25:33,478 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0920 +[2025-03-20 15:25:33,684 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3319 +[2025-03-20 15:25:34,076 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2441 +[2025-03-20 15:25:34,470 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0686 +[2025-03-20 15:25:34,898 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4304 +[2025-03-20 15:25:35,359 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1512 +[2025-03-20 15:25:35,537 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4590 +[2025-03-20 15:25:35,764 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3801 +[2025-03-20 15:25:36,207 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6775 +[2025-03-20 15:25:37,141 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4364 +[2025-03-20 15:25:37,327 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3264 +[2025-03-20 15:25:37,631 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0158 +[2025-03-20 15:25:38,083 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3754 +[2025-03-20 15:25:38,609 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5189 +[2025-03-20 15:25:38,820 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0440 +[2025-03-20 15:25:39,010 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.3828 +[2025-03-20 15:25:39,229 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3569 +[2025-03-20 15:25:39,471 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8309 +[2025-03-20 15:25:41,150 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0860 +[2025-03-20 15:25:41,316 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3770 +[2025-03-20 15:25:42,341 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2655 +[2025-03-20 15:25:42,555 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6166 +[2025-03-20 15:25:43,141 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.5968 +[2025-03-20 15:25:43,318 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0770 +[2025-03-20 15:25:44,008 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3527 +[2025-03-20 15:25:45,536 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4752 +[2025-03-20 15:25:50,070 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2012 +[2025-03-20 15:25:50,313 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8705 +[2025-03-20 15:25:52,955 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5323 +[2025-03-20 15:25:53,351 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0281 +[2025-03-20 15:25:54,463 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:25:54,463 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:25:54,463 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:25:54,463 INFO hook.py line 689 4037470] ceiling : 0.9381 0.9580 +[2025-03-20 15:25:54,463 INFO hook.py line 689 4037470] floor : 0.9826 0.9889 +[2025-03-20 15:25:54,463 INFO hook.py line 689 4037470] wall : 0.8514 0.9725 +[2025-03-20 15:25:54,463 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] column : 0.3091 0.3175 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] window : 0.6178 0.6403 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] door : 0.7651 0.8924 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] table : 0.8129 0.8957 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] chair : 0.9190 0.9630 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] sofa : 0.7947 0.8152 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] bookcase : 0.7676 0.8505 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] board : 0.8217 0.8947 +[2025-03-20 15:25:54,464 INFO hook.py line 689 4037470] clutter : 0.6219 0.7467 +[2025-03-20 15:25:54,464 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:25:54,464 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7079/0.7643/0.9092. +[2025-03-20 15:25:54,464 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:25:55,120 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:25:55,120 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:26:41,311 INFO hook.py line 566 4037470] Train: [97/100][50/255] Data 0.002 (0.031) Batch 0.634 (0.733) Remain 00:11:51 loss: 0.0645 Lr: 1.22490e-05 +[2025-03-20 15:27:16,390 INFO hook.py line 566 4037470] Train: [97/100][100/255] Data 0.002 (0.016) Batch 0.702 (0.717) Remain 00:10:59 loss: 0.1159 Lr: 1.10551e-05 +[2025-03-20 15:27:51,291 INFO hook.py line 566 4037470] Train: [97/100][150/255] Data 0.002 (0.011) Batch 0.692 (0.711) Remain 00:10:18 loss: 0.0697 Lr: 9.92383e-06 +[2025-03-20 15:28:26,157 INFO hook.py line 566 4037470] Train: [97/100][200/255] Data 0.002 (0.009) Batch 0.725 (0.707) Remain 00:09:39 loss: 0.1465 Lr: 8.85522e-06 +[2025-03-20 15:29:00,887 INFO hook.py line 566 4037470] Train: [97/100][250/255] Data 0.002 (0.008) Batch 0.732 (0.705) Remain 00:09:02 loss: 0.1080 Lr: 7.84931e-06 +[2025-03-20 15:29:04,274 INFO misc.py line 135 4037470] Train result: loss: 0.0938 +[2025-03-20 15:29:05,572 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:29:38,319 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3003 +[2025-03-20 15:29:38,836 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3078 +[2025-03-20 15:29:40,692 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7049 +[2025-03-20 15:29:41,394 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2729 +[2025-03-20 15:29:41,814 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0938 +[2025-03-20 15:29:42,020 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3352 +[2025-03-20 15:29:42,411 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2551 +[2025-03-20 15:29:42,796 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0669 +[2025-03-20 15:29:43,224 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4295 +[2025-03-20 15:29:43,685 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2288 +[2025-03-20 15:29:43,862 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4636 +[2025-03-20 15:29:44,089 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3833 +[2025-03-20 15:29:44,531 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6902 +[2025-03-20 15:29:45,480 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4543 +[2025-03-20 15:29:45,665 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3148 +[2025-03-20 15:29:45,972 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0486 +[2025-03-20 15:29:46,423 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3767 +[2025-03-20 15:29:46,950 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5042 +[2025-03-20 15:29:47,160 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9865 +[2025-03-20 15:29:47,350 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4065 +[2025-03-20 15:29:47,569 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3613 +[2025-03-20 15:29:47,811 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8920 +[2025-03-20 15:29:49,492 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0788 +[2025-03-20 15:29:49,658 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3721 +[2025-03-20 15:29:50,680 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2696 +[2025-03-20 15:29:50,894 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6133 +[2025-03-20 15:29:51,480 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6632 +[2025-03-20 15:29:51,655 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0837 +[2025-03-20 15:29:52,346 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3375 +[2025-03-20 15:29:53,876 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4829 +[2025-03-20 15:29:58,674 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.1834 +[2025-03-20 15:29:58,916 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8949 +[2025-03-20 15:30:01,556 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5211 +[2025-03-20 15:30:01,954 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0412 +[2025-03-20 15:30:03,003 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:30:03,003 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:30:03,003 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] ceiling : 0.9380 0.9584 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] floor : 0.9825 0.9889 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] wall : 0.8505 0.9726 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] column : 0.2972 0.3042 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] window : 0.6152 0.6366 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] door : 0.7617 0.8893 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] table : 0.8102 0.8962 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] chair : 0.9193 0.9618 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] sofa : 0.7989 0.8189 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] bookcase : 0.7673 0.8488 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] board : 0.8151 0.8955 +[2025-03-20 15:30:03,003 INFO hook.py line 689 4037470] clutter : 0.6214 0.7464 +[2025-03-20 15:30:03,003 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:30:03,003 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7059/0.7629/0.9087. +[2025-03-20 15:30:03,004 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:30:03,118 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:30:03,118 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:30:53,185 INFO hook.py line 566 4037470] Train: [98/100][50/255] Data 0.002 (0.002) Batch 0.704 (0.705) Remain 00:08:24 loss: 0.0938 Lr: 6.81528e-06 +[2025-03-20 15:31:28,828 INFO hook.py line 566 4037470] Train: [98/100][100/255] Data 0.002 (0.002) Batch 0.685 (0.709) Remain 00:07:51 loss: 0.0915 Lr: 5.94118e-06 +[2025-03-20 15:32:04,015 INFO hook.py line 566 4037470] Train: [98/100][150/255] Data 0.003 (0.002) Batch 0.744 (0.707) Remain 00:07:14 loss: 0.1070 Lr: 5.14551e-06 +[2025-03-20 15:32:38,990 INFO hook.py line 566 4037470] Train: [98/100][200/255] Data 0.002 (0.002) Batch 0.697 (0.705) Remain 00:06:38 loss: 0.0915 Lr: 4.39583e-06 +[2025-03-20 15:33:13,416 INFO hook.py line 566 4037470] Train: [98/100][250/255] Data 0.001 (0.002) Batch 0.671 (0.702) Remain 00:06:01 loss: 0.1101 Lr: 3.70904e-06 +[2025-03-20 15:33:16,914 INFO misc.py line 135 4037470] Train result: loss: 0.0922 +[2025-03-20 15:33:16,989 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:33:49,830 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.2901 +[2025-03-20 15:33:50,270 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.2856 +[2025-03-20 15:33:52,181 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.7047 +[2025-03-20 15:33:52,882 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2476 +[2025-03-20 15:33:53,301 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0913 +[2025-03-20 15:33:53,507 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3423 +[2025-03-20 15:33:53,898 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2610 +[2025-03-20 15:33:54,331 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0650 +[2025-03-20 15:33:54,759 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4177 +[2025-03-20 15:33:55,220 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1740 +[2025-03-20 15:33:55,397 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4623 +[2025-03-20 15:33:55,625 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3754 +[2025-03-20 15:33:56,068 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6873 +[2025-03-20 15:33:56,995 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4480 +[2025-03-20 15:33:57,180 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2722 +[2025-03-20 15:33:57,485 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0469 +[2025-03-20 15:33:57,936 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3839 +[2025-03-20 15:33:58,462 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5019 +[2025-03-20 15:33:58,671 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9507 +[2025-03-20 15:33:58,861 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4093 +[2025-03-20 15:33:59,081 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3629 +[2025-03-20 15:33:59,325 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8536 +[2025-03-20 15:34:01,005 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.0993 +[2025-03-20 15:34:01,171 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3582 +[2025-03-20 15:34:02,195 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2778 +[2025-03-20 15:34:02,409 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6003 +[2025-03-20 15:34:02,995 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6178 +[2025-03-20 15:34:03,171 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0807 +[2025-03-20 15:34:03,859 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3554 +[2025-03-20 15:34:05,387 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4854 +[2025-03-20 15:34:09,919 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2816 +[2025-03-20 15:34:10,162 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.8749 +[2025-03-20 15:34:12,882 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5152 +[2025-03-20 15:34:13,280 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0186 +[2025-03-20 15:34:14,338 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:34:14,338 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:34:14,338 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:34:14,338 INFO hook.py line 689 4037470] ceiling : 0.9382 0.9585 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] floor : 0.9826 0.9890 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] wall : 0.8508 0.9722 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] column : 0.3038 0.3117 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] window : 0.6122 0.6349 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] door : 0.7648 0.8945 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] table : 0.8106 0.8963 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] chair : 0.9186 0.9622 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] sofa : 0.7962 0.8154 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] bookcase : 0.7661 0.8481 +[2025-03-20 15:34:14,339 INFO hook.py line 689 4037470] board : 0.8122 0.8934 +[2025-03-20 15:34:14,340 INFO hook.py line 689 4037470] clutter : 0.6217 0.7464 +[2025-03-20 15:34:14,340 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:34:14,340 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7060/0.7633/0.9087. +[2025-03-20 15:34:14,341 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:34:14,350 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:34:14,350 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:34:58,316 INFO hook.py line 566 4037470] Train: [99/100][50/255] Data 0.002 (0.002) Batch 0.690 (0.704) Remain 00:05:23 loss: 0.0884 Lr: 3.02624e-06 +[2025-03-20 15:35:33,364 INFO hook.py line 566 4037470] Train: [99/100][100/255] Data 0.002 (0.002) Batch 0.682 (0.702) Remain 00:04:47 loss: 0.0905 Lr: 2.47161e-06 +[2025-03-20 15:36:08,280 INFO hook.py line 566 4037470] Train: [99/100][150/255] Data 0.002 (0.002) Batch 0.721 (0.701) Remain 00:04:12 loss: 0.0752 Lr: 1.97994e-06 +[2025-03-20 15:36:43,129 INFO hook.py line 566 4037470] Train: [99/100][200/255] Data 0.002 (0.002) Batch 0.707 (0.700) Remain 00:03:36 loss: 0.0854 Lr: 1.55127e-06 +[2025-03-20 15:37:17,928 INFO hook.py line 566 4037470] Train: [99/100][250/255] Data 0.002 (0.002) Batch 0.679 (0.699) Remain 00:03:01 loss: 0.0613 Lr: 1.18560e-06 +[2025-03-20 15:37:21,516 INFO misc.py line 135 4037470] Train result: loss: 0.0948 +[2025-03-20 15:37:21,584 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:37:53,670 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3107 +[2025-03-20 15:37:54,119 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3089 +[2025-03-20 15:37:55,973 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6986 +[2025-03-20 15:37:56,678 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2501 +[2025-03-20 15:37:57,101 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0941 +[2025-03-20 15:37:57,312 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3341 +[2025-03-20 15:37:57,706 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2535 +[2025-03-20 15:37:58,101 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0673 +[2025-03-20 15:37:58,531 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4323 +[2025-03-20 15:37:58,992 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.1847 +[2025-03-20 15:37:59,173 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4450 +[2025-03-20 15:37:59,401 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3766 +[2025-03-20 15:37:59,847 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6863 +[2025-03-20 15:38:00,780 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4592 +[2025-03-20 15:38:00,968 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.2586 +[2025-03-20 15:38:01,272 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0445 +[2025-03-20 15:38:01,725 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3790 +[2025-03-20 15:38:02,249 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5065 +[2025-03-20 15:38:02,459 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 1.0031 +[2025-03-20 15:38:02,648 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4137 +[2025-03-20 15:38:02,868 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3514 +[2025-03-20 15:38:03,110 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8572 +[2025-03-20 15:38:04,788 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1358 +[2025-03-20 15:38:04,954 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3731 +[2025-03-20 15:38:05,977 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2205 +[2025-03-20 15:38:06,191 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6143 +[2025-03-20 15:38:06,777 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6299 +[2025-03-20 15:38:06,952 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0809 +[2025-03-20 15:38:07,641 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3667 +[2025-03-20 15:38:09,169 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4858 +[2025-03-20 15:38:13,778 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2285 +[2025-03-20 15:38:14,020 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9442 +[2025-03-20 15:38:16,671 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5210 +[2025-03-20 15:38:17,069 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0228 +[2025-03-20 15:38:18,105 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:38:18,105 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:38:18,105 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] ceiling : 0.9386 0.9582 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] floor : 0.9826 0.9890 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] wall : 0.8509 0.9724 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] column : 0.3045 0.3129 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] window : 0.6131 0.6350 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] door : 0.7635 0.8926 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] table : 0.8119 0.8966 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] chair : 0.9198 0.9631 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] sofa : 0.7849 0.8046 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] bookcase : 0.7656 0.8493 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] board : 0.8131 0.8931 +[2025-03-20 15:38:18,105 INFO hook.py line 689 4037470] clutter : 0.6214 0.7458 +[2025-03-20 15:38:18,106 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:38:18,106 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7054/0.7625/0.9088. +[2025-03-20 15:38:18,106 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:38:18,348 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:38:18,348 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:39:03,438 INFO hook.py line 566 4037470] Train: [100/100][50/255] Data 0.002 (0.003) Batch 0.637 (0.703) Remain 00:02:24 loss: 0.0902 Lr: 8.56163e-07 +[2025-03-20 15:39:38,176 INFO hook.py line 566 4037470] Train: [100/100][100/255] Data 0.002 (0.002) Batch 0.664 (0.699) Remain 00:01:48 loss: 0.0654 Lr: 6.22860e-07 +[2025-03-20 15:40:13,274 INFO hook.py line 566 4037470] Train: [100/100][150/255] Data 0.002 (0.002) Batch 0.699 (0.700) Remain 00:01:13 loss: 0.0894 Lr: 4.52605e-07 +[2025-03-20 15:40:48,524 INFO hook.py line 566 4037470] Train: [100/100][200/255] Data 0.003 (0.002) Batch 0.692 (0.701) Remain 00:00:38 loss: 0.0674 Lr: 3.45404e-07 +[2025-03-20 15:41:23,343 INFO hook.py line 566 4037470] Train: [100/100][250/255] Data 0.002 (0.002) Batch 0.705 (0.700) Remain 00:00:03 loss: 0.0644 Lr: 3.01261e-07 +[2025-03-20 15:41:26,820 INFO misc.py line 135 4037470] Train result: loss: 0.0924 +[2025-03-20 15:41:28,057 INFO hook.py line 699 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:42:00,804 INFO hook.py line 748 4037470] Interp. Test: [1/34] Loss 0.3033 +[2025-03-20 15:42:01,485 INFO hook.py line 748 4037470] Interp. Test: [2/34] Loss 0.3054 +[2025-03-20 15:42:03,340 INFO hook.py line 748 4037470] Interp. Test: [3/34] Loss 0.6979 +[2025-03-20 15:42:04,046 INFO hook.py line 748 4037470] Interp. Test: [4/34] Loss 1.2548 +[2025-03-20 15:42:04,469 INFO hook.py line 748 4037470] Interp. Test: [5/34] Loss 0.0939 +[2025-03-20 15:42:04,676 INFO hook.py line 748 4037470] Interp. Test: [6/34] Loss 0.3362 +[2025-03-20 15:42:05,067 INFO hook.py line 748 4037470] Interp. Test: [7/34] Loss 0.2626 +[2025-03-20 15:42:05,457 INFO hook.py line 748 4037470] Interp. Test: [8/34] Loss 0.0672 +[2025-03-20 15:42:05,883 INFO hook.py line 748 4037470] Interp. Test: [9/34] Loss 0.4312 +[2025-03-20 15:42:06,347 INFO hook.py line 748 4037470] Interp. Test: [10/34] Loss 1.2043 +[2025-03-20 15:42:06,525 INFO hook.py line 748 4037470] Interp. Test: [11/34] Loss 0.4649 +[2025-03-20 15:42:06,752 INFO hook.py line 748 4037470] Interp. Test: [12/34] Loss 0.3774 +[2025-03-20 15:42:07,195 INFO hook.py line 748 4037470] Interp. Test: [13/34] Loss 0.6765 +[2025-03-20 15:42:08,121 INFO hook.py line 748 4037470] Interp. Test: [14/34] Loss 0.4549 +[2025-03-20 15:42:08,307 INFO hook.py line 748 4037470] Interp. Test: [15/34] Loss 1.3098 +[2025-03-20 15:42:08,612 INFO hook.py line 748 4037470] Interp. Test: [16/34] Loss 1.0344 +[2025-03-20 15:42:09,062 INFO hook.py line 748 4037470] Interp. Test: [17/34] Loss 0.3786 +[2025-03-20 15:42:09,587 INFO hook.py line 748 4037470] Interp. Test: [18/34] Loss 0.5041 +[2025-03-20 15:42:09,796 INFO hook.py line 748 4037470] Interp. Test: [19/34] Loss 0.9972 +[2025-03-20 15:42:09,986 INFO hook.py line 748 4037470] Interp. Test: [20/34] Loss 0.4122 +[2025-03-20 15:42:10,205 INFO hook.py line 748 4037470] Interp. Test: [21/34] Loss 0.3516 +[2025-03-20 15:42:10,448 INFO hook.py line 748 4037470] Interp. Test: [22/34] Loss 0.8651 +[2025-03-20 15:42:12,126 INFO hook.py line 748 4037470] Interp. Test: [23/34] Loss 1.1027 +[2025-03-20 15:42:12,292 INFO hook.py line 748 4037470] Interp. Test: [24/34] Loss 2.3553 +[2025-03-20 15:42:13,315 INFO hook.py line 748 4037470] Interp. Test: [25/34] Loss 1.2190 +[2025-03-20 15:42:13,530 INFO hook.py line 748 4037470] Interp. Test: [26/34] Loss 0.6045 +[2025-03-20 15:42:14,116 INFO hook.py line 748 4037470] Interp. Test: [27/34] Loss 0.6323 +[2025-03-20 15:42:14,292 INFO hook.py line 748 4037470] Interp. Test: [28/34] Loss 0.0783 +[2025-03-20 15:42:14,979 INFO hook.py line 748 4037470] Interp. Test: [29/34] Loss 0.3813 +[2025-03-20 15:42:16,507 INFO hook.py line 748 4037470] Interp. Test: [30/34] Loss 0.4725 +[2025-03-20 15:42:21,307 INFO hook.py line 748 4037470] Interp. Test: [31/34] Loss 2.2404 +[2025-03-20 15:42:21,550 INFO hook.py line 748 4037470] Interp. Test: [32/34] Loss 0.9139 +[2025-03-20 15:42:24,191 INFO hook.py line 748 4037470] Interp. Test: [33/34] Loss 2.5079 +[2025-03-20 15:42:24,589 INFO hook.py line 748 4037470] Interp. Test: [34/34] Loss 1.0273 +[2025-03-20 15:42:25,720 INFO hook.py line 674 4037470] ######################################## +[2025-03-20 15:42:25,721 INFO hook.py line 679 4037470] what : mIoU Acc +[2025-03-20 15:42:25,721 INFO hook.py line 680 4037470] ######################################## +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] ceiling : 0.9385 0.9583 +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] floor : 0.9826 0.9889 +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] wall : 0.8507 0.9724 +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] beam : 0.0000 0.0000 +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] column : 0.3039 0.3120 +[2025-03-20 15:42:25,721 INFO hook.py line 689 4037470] window : 0.6117 0.6337 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] door : 0.7637 0.8924 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] table : 0.8109 0.8962 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] chair : 0.9192 0.9629 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] sofa : 0.7966 0.8160 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] bookcase : 0.7689 0.8517 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] board : 0.8073 0.8921 +[2025-03-20 15:42:25,722 INFO hook.py line 689 4037470] clutter : 0.6209 0.7449 +[2025-03-20 15:42:25,722 INFO hook.py line 690 4037470] ######################################## +[2025-03-20 15:42:25,722 INFO hook.py line 691 4037470] Overall: mIoU/mAcc/allAcc 0.7058/0.7632/0.9088. +[2025-03-20 15:42:25,723 INFO hook.py line 765 4037470] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-20 15:42:25,949 INFO misc.py line 164 4037470] Currently Best mIoU: 0.7141 +[2025-03-20 15:42:25,949 INFO misc.py line 173 4037470] Saving checkpoint to: exp/s3dis/semseg-spunet-base-bs24-lr3e-3/model/model_last.pth +[2025-03-20 15:42:27,092 INFO hook.py line 771 4037470] Best mIoU: 0.7141 +[2025-03-20 15:42:27,093 INFO misc.py line 259 4037470] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:42:27,093 INFO test.py line 41 4037470] => Loading config ... +[2025-03-20 15:42:27,093 INFO test.py line 53 4037470] => Building test dataset & dataloader ... +[2025-03-20 15:42:27,094 INFO defaults.py line 68 4037470] Totally 68 x 1 samples in Area_5 set. +[2025-03-20 15:42:27,094 INFO misc.py line 270 4037470] => Testing on model_best ... +[2025-03-20 15:42:27,580 INFO test.py line 119 4037470] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-20 15:43:01,262 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 0/224 +[2025-03-20 15:43:01,314 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 1/224 +[2025-03-20 15:43:01,363 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 2/224 +[2025-03-20 15:43:01,410 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 3/224 +[2025-03-20 15:43:01,455 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 4/224 +[2025-03-20 15:43:01,500 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 5/224 +[2025-03-20 15:43:01,546 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 6/224 +[2025-03-20 15:43:01,591 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 7/224 +[2025-03-20 15:43:01,636 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 8/224 +[2025-03-20 15:43:01,682 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 9/224 +[2025-03-20 15:43:01,727 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 10/224 +[2025-03-20 15:43:01,773 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 11/224 +[2025-03-20 15:43:01,819 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 12/224 +[2025-03-20 15:43:01,864 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 13/224 +[2025-03-20 15:43:01,909 INFO test.py line 201 4037470] Test: 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4037470] Test: 1/34-Area_5-office_35, Batch: 183/224 +[2025-03-20 15:43:10,113 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 184/224 +[2025-03-20 15:43:10,163 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 185/224 +[2025-03-20 15:43:10,214 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 186/224 +[2025-03-20 15:43:10,264 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 187/224 +[2025-03-20 15:43:10,314 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 188/224 +[2025-03-20 15:43:10,364 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 189/224 +[2025-03-20 15:43:10,414 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 190/224 +[2025-03-20 15:43:10,464 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 191/224 +[2025-03-20 15:43:10,515 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 192/224 +[2025-03-20 15:43:10,565 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 193/224 +[2025-03-20 15:43:10,615 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 194/224 +[2025-03-20 15:43:10,665 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 195/224 +[2025-03-20 15:43:10,716 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 196/224 +[2025-03-20 15:43:10,766 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 197/224 +[2025-03-20 15:43:10,816 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 198/224 +[2025-03-20 15:43:10,866 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 199/224 +[2025-03-20 15:43:10,917 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 200/224 +[2025-03-20 15:43:10,967 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 201/224 +[2025-03-20 15:43:11,017 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 202/224 +[2025-03-20 15:43:11,069 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 203/224 +[2025-03-20 15:43:11,125 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 204/224 +[2025-03-20 15:43:11,181 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 205/224 +[2025-03-20 15:43:11,245 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 206/224 +[2025-03-20 15:43:11,299 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 207/224 +[2025-03-20 15:43:11,352 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 208/224 +[2025-03-20 15:43:11,405 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 209/224 +[2025-03-20 15:43:11,458 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 210/224 +[2025-03-20 15:43:11,511 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 211/224 +[2025-03-20 15:43:11,564 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 212/224 +[2025-03-20 15:43:11,617 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 213/224 +[2025-03-20 15:43:11,670 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 214/224 +[2025-03-20 15:43:11,722 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 215/224 +[2025-03-20 15:43:11,775 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 216/224 +[2025-03-20 15:43:11,828 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 217/224 +[2025-03-20 15:43:11,881 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 218/224 +[2025-03-20 15:43:11,933 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 219/224 +[2025-03-20 15:43:11,987 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 220/224 +[2025-03-20 15:43:12,040 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 221/224 +[2025-03-20 15:43:12,092 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 222/224 +[2025-03-20 15:43:12,146 INFO test.py line 201 4037470] Test: 1/34-Area_5-office_35, Batch: 223/224 +[2025-03-20 15:43:12,189 INFO test.py line 291 4037470] Test: Area_5-office_35 [1/34]-909089 Batch 11.009 (11.009) Accuracy 0.9483 (0.6413) mIoU 0.8036 (0.6181) +[2025-03-20 15:43:25,504 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 0/321 +[2025-03-20 15:43:25,566 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 1/321 +[2025-03-20 15:43:25,624 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 2/321 +[2025-03-20 15:43:25,684 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 3/321 +[2025-03-20 15:43:25,749 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 4/321 +[2025-03-20 15:43:25,812 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 5/321 +[2025-03-20 15:43:25,874 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 6/321 +[2025-03-20 15:43:25,936 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 7/321 +[2025-03-20 15:43:26,000 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 8/321 +[2025-03-20 15:43:26,062 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 9/321 +[2025-03-20 15:43:26,126 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 10/321 +[2025-03-20 15:43:26,192 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 11/321 +[2025-03-20 15:43:26,259 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 12/321 +[2025-03-20 15:43:26,318 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 13/321 +[2025-03-20 15:43:26,375 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 14/321 +[2025-03-20 15:43:26,428 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 15/321 +[2025-03-20 15:43:26,481 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 16/321 +[2025-03-20 15:43:26,535 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 17/321 +[2025-03-20 15:43:26,588 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 18/321 +[2025-03-20 15:43:26,641 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 19/321 +[2025-03-20 15:43:26,694 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 20/321 +[2025-03-20 15:43:26,747 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 21/321 +[2025-03-20 15:43:26,800 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 22/321 +[2025-03-20 15:43:26,854 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 23/321 +[2025-03-20 15:43:26,907 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 24/321 +[2025-03-20 15:43:26,960 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 25/321 +[2025-03-20 15:43:27,013 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 26/321 +[2025-03-20 15:43:27,067 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 27/321 +[2025-03-20 15:43:27,124 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 28/321 +[2025-03-20 15:43:27,177 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 29/321 +[2025-03-20 15:43:27,231 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 30/321 +[2025-03-20 15:43:27,284 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 31/321 +[2025-03-20 15:43:27,338 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 32/321 +[2025-03-20 15:43:27,403 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 33/321 +[2025-03-20 15:43:27,457 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 34/321 +[2025-03-20 15:43:27,520 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 35/321 +[2025-03-20 15:43:27,580 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 36/321 +[2025-03-20 15:43:27,639 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 37/321 +[2025-03-20 15:43:27,698 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 38/321 +[2025-03-20 15:43:27,756 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 39/321 +[2025-03-20 15:43:27,814 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 40/321 +[2025-03-20 15:43:27,872 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 41/321 +[2025-03-20 15:43:27,931 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 42/321 +[2025-03-20 15:43:27,988 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 43/321 +[2025-03-20 15:43:28,045 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 44/321 +[2025-03-20 15:43:28,104 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 45/321 +[2025-03-20 15:43:28,161 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 46/321 +[2025-03-20 15:43:28,219 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 47/321 +[2025-03-20 15:43:28,276 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 48/321 +[2025-03-20 15:43:28,334 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 49/321 +[2025-03-20 15:43:28,393 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 50/321 +[2025-03-20 15:43:28,450 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 51/321 +[2025-03-20 15:43:28,507 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 52/321 +[2025-03-20 15:43:28,564 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 53/321 +[2025-03-20 15:43:28,622 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 54/321 +[2025-03-20 15:43:28,679 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 55/321 +[2025-03-20 15:43:28,736 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 56/321 +[2025-03-20 15:43:28,794 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 57/321 +[2025-03-20 15:43:28,851 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 58/321 +[2025-03-20 15:43:28,910 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 59/321 +[2025-03-20 15:43:28,968 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 60/321 +[2025-03-20 15:43:29,025 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 61/321 +[2025-03-20 15:43:29,083 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 62/321 +[2025-03-20 15:43:29,140 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 63/321 +[2025-03-20 15:43:29,198 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 64/321 +[2025-03-20 15:43:29,255 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 65/321 +[2025-03-20 15:43:29,312 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 66/321 +[2025-03-20 15:43:29,369 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 67/321 +[2025-03-20 15:43:29,426 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 68/321 +[2025-03-20 15:43:29,526 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 69/321 +[2025-03-20 15:43:29,585 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 70/321 +[2025-03-20 15:43:29,644 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 71/321 +[2025-03-20 15:43:29,703 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 72/321 +[2025-03-20 15:43:29,762 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 73/321 +[2025-03-20 15:43:29,821 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 74/321 +[2025-03-20 15:43:29,880 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 75/321 +[2025-03-20 15:43:29,939 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 76/321 +[2025-03-20 15:43:29,998 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 77/321 +[2025-03-20 15:43:30,056 INFO test.py line 201 4037470] Test: 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+[2025-03-20 15:43:31,337 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 99/321 +[2025-03-20 15:43:31,402 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 100/321 +[2025-03-20 15:43:31,468 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 101/321 +[2025-03-20 15:43:31,534 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 102/321 +[2025-03-20 15:43:31,600 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 103/321 +[2025-03-20 15:43:31,666 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 104/321 +[2025-03-20 15:43:31,733 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 105/321 +[2025-03-20 15:43:31,800 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 106/321 +[2025-03-20 15:43:31,867 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 107/321 +[2025-03-20 15:43:31,938 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 108/321 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+[2025-03-20 15:43:43,932 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 239/321 +[2025-03-20 15:43:43,991 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 240/321 +[2025-03-20 15:43:44,049 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 241/321 +[2025-03-20 15:43:44,108 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 242/321 +[2025-03-20 15:43:44,168 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 243/321 +[2025-03-20 15:43:44,227 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 244/321 +[2025-03-20 15:43:44,286 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 245/321 +[2025-03-20 15:43:44,345 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 246/321 +[2025-03-20 15:43:44,404 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 247/321 +[2025-03-20 15:43:44,463 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 248/321 +[2025-03-20 15:43:44,521 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 249/321 +[2025-03-20 15:43:44,582 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 250/321 +[2025-03-20 15:43:44,640 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 251/321 +[2025-03-20 15:43:44,699 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 252/321 +[2025-03-20 15:43:44,758 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 253/321 +[2025-03-20 15:43:44,819 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 254/321 +[2025-03-20 15:43:44,878 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 255/321 +[2025-03-20 15:43:44,937 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 256/321 +[2025-03-20 15:43:45,007 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 257/321 +[2025-03-20 15:43:45,076 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 258/321 +[2025-03-20 15:43:45,142 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 259/321 +[2025-03-20 15:43:45,208 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 260/321 +[2025-03-20 15:43:45,273 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 261/321 +[2025-03-20 15:43:45,339 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 262/321 +[2025-03-20 15:43:45,405 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 263/321 +[2025-03-20 15:43:45,471 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 264/321 +[2025-03-20 15:43:45,539 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 265/321 +[2025-03-20 15:43:45,605 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 266/321 +[2025-03-20 15:43:45,672 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 267/321 +[2025-03-20 15:43:45,739 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 268/321 +[2025-03-20 15:43:45,805 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 269/321 +[2025-03-20 15:43:45,873 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 270/321 +[2025-03-20 15:43:45,939 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 271/321 +[2025-03-20 15:43:46,005 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 272/321 +[2025-03-20 15:43:46,072 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 273/321 +[2025-03-20 15:43:46,138 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 274/321 +[2025-03-20 15:43:46,206 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 275/321 +[2025-03-20 15:43:46,273 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 276/321 +[2025-03-20 15:43:46,340 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 277/321 +[2025-03-20 15:43:46,408 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 278/321 +[2025-03-20 15:43:46,475 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 279/321 +[2025-03-20 15:43:46,542 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 280/321 +[2025-03-20 15:43:46,609 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 281/321 +[2025-03-20 15:43:46,675 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 282/321 +[2025-03-20 15:43:46,742 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 283/321 +[2025-03-20 15:43:46,808 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 284/321 +[2025-03-20 15:43:46,875 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 285/321 +[2025-03-20 15:43:46,943 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 286/321 +[2025-03-20 15:43:47,010 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 287/321 +[2025-03-20 15:43:47,076 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 288/321 +[2025-03-20 15:43:47,150 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 289/321 +[2025-03-20 15:43:47,216 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 290/321 +[2025-03-20 15:43:47,290 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 291/321 +[2025-03-20 15:43:47,372 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 292/321 +[2025-03-20 15:43:47,442 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 293/321 +[2025-03-20 15:43:47,519 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 294/321 +[2025-03-20 15:43:47,590 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 295/321 +[2025-03-20 15:43:47,662 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 296/321 +[2025-03-20 15:43:47,733 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 297/321 +[2025-03-20 15:43:47,803 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 298/321 +[2025-03-20 15:43:47,873 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 299/321 +[2025-03-20 15:43:47,944 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 300/321 +[2025-03-20 15:43:48,017 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 301/321 +[2025-03-20 15:43:48,087 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 302/321 +[2025-03-20 15:43:48,158 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 303/321 +[2025-03-20 15:43:48,228 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 304/321 +[2025-03-20 15:43:48,298 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 305/321 +[2025-03-20 15:43:48,370 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 306/321 +[2025-03-20 15:43:48,440 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 307/321 +[2025-03-20 15:43:48,510 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 308/321 +[2025-03-20 15:43:48,580 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 309/321 +[2025-03-20 15:43:48,650 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 310/321 +[2025-03-20 15:43:48,721 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 311/321 +[2025-03-20 15:43:48,791 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 312/321 +[2025-03-20 15:43:48,866 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 313/321 +[2025-03-20 15:43:48,936 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 314/321 +[2025-03-20 15:43:49,006 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 315/321 +[2025-03-20 15:43:49,076 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 316/321 +[2025-03-20 15:43:49,161 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 317/321 +[2025-03-20 15:43:49,232 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 318/321 +[2025-03-20 15:43:49,306 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 319/321 +[2025-03-20 15:43:49,377 INFO test.py line 201 4037470] Test: 2/34-Area_5-lobby_1, Batch: 320/321 +[2025-03-20 15:43:49,436 INFO test.py line 291 4037470] Test: Area_5-lobby_1 [2/34]-1223236 Batch 24.037 (17.523) Accuracy 0.9772 (0.6600) mIoU 0.6995 (0.6333) +[2025-03-20 15:43:49,514 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 0/190 +[2025-03-20 15:43:49,574 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 1/190 +[2025-03-20 15:43:49,622 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 2/190 +[2025-03-20 15:43:49,670 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 3/190 +[2025-03-20 15:43:49,721 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 4/190 +[2025-03-20 15:43:49,769 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 5/190 +[2025-03-20 15:43:49,820 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 6/190 +[2025-03-20 15:43:49,872 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 7/190 +[2025-03-20 15:43:49,920 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 8/190 +[2025-03-20 15:43:49,968 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 9/190 +[2025-03-20 15:43:50,018 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 10/190 +[2025-03-20 15:43:50,066 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 11/190 +[2025-03-20 15:43:50,114 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 12/190 +[2025-03-20 15:43:50,162 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 13/190 +[2025-03-20 15:43:50,210 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 14/190 +[2025-03-20 15:43:50,258 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 15/190 +[2025-03-20 15:43:50,307 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 16/190 +[2025-03-20 15:43:50,357 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 17/190 +[2025-03-20 15:43:50,405 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 18/190 +[2025-03-20 15:43:50,453 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 19/190 +[2025-03-20 15:43:50,501 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 20/190 +[2025-03-20 15:43:50,553 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 21/190 +[2025-03-20 15:43:50,605 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 22/190 +[2025-03-20 15:43:50,662 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 23/190 +[2025-03-20 15:43:50,714 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 24/190 +[2025-03-20 15:43:50,765 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 25/190 +[2025-03-20 15:43:50,816 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 26/190 +[2025-03-20 15:43:50,867 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 27/190 +[2025-03-20 15:43:50,918 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 28/190 +[2025-03-20 15:43:50,970 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 29/190 +[2025-03-20 15:43:51,021 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 30/190 +[2025-03-20 15:43:51,073 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 31/190 +[2025-03-20 15:43:51,124 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 32/190 +[2025-03-20 15:43:51,174 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 33/190 +[2025-03-20 15:43:51,226 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 34/190 +[2025-03-20 15:43:51,291 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 35/190 +[2025-03-20 15:43:51,342 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 36/190 +[2025-03-20 15:43:51,392 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 37/190 +[2025-03-20 15:43:51,444 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 38/190 +[2025-03-20 15:43:51,495 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 39/190 +[2025-03-20 15:43:51,546 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 40/190 +[2025-03-20 15:43:51,600 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 41/190 +[2025-03-20 15:43:51,653 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 42/190 +[2025-03-20 15:43:51,706 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 43/190 +[2025-03-20 15:43:51,760 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 44/190 +[2025-03-20 15:43:51,816 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 45/190 +[2025-03-20 15:43:51,870 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 46/190 +[2025-03-20 15:43:51,923 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 47/190 +[2025-03-20 15:43:51,979 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 48/190 +[2025-03-20 15:43:52,032 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 49/190 +[2025-03-20 15:43:52,085 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 50/190 +[2025-03-20 15:43:52,140 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 51/190 +[2025-03-20 15:43:52,194 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 52/190 +[2025-03-20 15:43:52,247 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 53/190 +[2025-03-20 15:43:52,300 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 54/190 +[2025-03-20 15:43:52,364 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 55/190 +[2025-03-20 15:43:52,418 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 56/190 +[2025-03-20 15:43:52,472 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 57/190 +[2025-03-20 15:43:52,526 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 58/190 +[2025-03-20 15:43:52,586 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 59/190 +[2025-03-20 15:43:52,643 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 60/190 +[2025-03-20 15:43:52,701 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 61/190 +[2025-03-20 15:43:52,758 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 62/190 +[2025-03-20 15:43:52,815 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 63/190 +[2025-03-20 15:43:52,872 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 64/190 +[2025-03-20 15:43:52,929 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 65/190 +[2025-03-20 15:43:52,987 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 66/190 +[2025-03-20 15:43:53,044 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 67/190 +[2025-03-20 15:43:53,102 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 68/190 +[2025-03-20 15:43:53,160 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 69/190 +[2025-03-20 15:43:53,218 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 70/190 +[2025-03-20 15:43:53,274 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 71/190 +[2025-03-20 15:43:53,331 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 72/190 +[2025-03-20 15:43:53,388 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 73/190 +[2025-03-20 15:43:53,445 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 74/190 +[2025-03-20 15:43:53,501 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 75/190 +[2025-03-20 15:43:53,558 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 76/190 +[2025-03-20 15:43:53,620 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 77/190 +[2025-03-20 15:43:53,680 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 78/190 +[2025-03-20 15:43:53,739 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 79/190 +[2025-03-20 15:43:53,814 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 80/190 +[2025-03-20 15:43:53,873 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 81/190 +[2025-03-20 15:43:53,934 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 82/190 +[2025-03-20 15:43:54,047 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 83/190 +[2025-03-20 15:43:54,108 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 84/190 +[2025-03-20 15:43:54,169 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 85/190 +[2025-03-20 15:43:54,234 INFO test.py line 201 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4037470] Test: 3/34-Area_5-office_39, Batch: 96/190 +[2025-03-20 15:43:54,868 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 97/190 +[2025-03-20 15:43:54,916 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 98/190 +[2025-03-20 15:43:54,964 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 99/190 +[2025-03-20 15:43:55,013 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 100/190 +[2025-03-20 15:43:55,061 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 101/190 +[2025-03-20 15:43:55,109 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 102/190 +[2025-03-20 15:43:55,156 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 103/190 +[2025-03-20 15:43:55,206 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 104/190 +[2025-03-20 15:43:55,254 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 105/190 +[2025-03-20 15:43:55,302 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 106/190 +[2025-03-20 15:43:55,349 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 107/190 +[2025-03-20 15:43:55,397 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 108/190 +[2025-03-20 15:43:55,445 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 109/190 +[2025-03-20 15:43:55,492 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 110/190 +[2025-03-20 15:43:55,541 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 111/190 +[2025-03-20 15:43:55,589 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 112/190 +[2025-03-20 15:43:55,638 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 113/190 +[2025-03-20 15:43:55,687 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 114/190 +[2025-03-20 15:43:55,745 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 115/190 +[2025-03-20 15:43:55,800 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 116/190 +[2025-03-20 15:43:55,852 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 117/190 +[2025-03-20 15:43:55,904 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 118/190 +[2025-03-20 15:43:55,956 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 119/190 +[2025-03-20 15:43:56,007 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 120/190 +[2025-03-20 15:43:56,060 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 121/190 +[2025-03-20 15:43:56,122 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 122/190 +[2025-03-20 15:43:56,173 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 123/190 +[2025-03-20 15:43:56,225 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 124/190 +[2025-03-20 15:43:56,277 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 125/190 +[2025-03-20 15:43:56,328 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 126/190 +[2025-03-20 15:43:56,379 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 127/190 +[2025-03-20 15:43:56,430 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 128/190 +[2025-03-20 15:43:56,484 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 129/190 +[2025-03-20 15:43:56,535 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 130/190 +[2025-03-20 15:43:56,588 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 131/190 +[2025-03-20 15:43:56,640 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 132/190 +[2025-03-20 15:43:56,692 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 133/190 +[2025-03-20 15:43:56,743 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 134/190 +[2025-03-20 15:43:56,795 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 135/190 +[2025-03-20 15:43:56,851 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 136/190 +[2025-03-20 15:43:56,907 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 137/190 +[2025-03-20 15:43:56,960 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 138/190 +[2025-03-20 15:43:57,020 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 139/190 +[2025-03-20 15:43:57,074 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 140/190 +[2025-03-20 15:43:57,130 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 141/190 +[2025-03-20 15:43:57,185 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 142/190 +[2025-03-20 15:43:57,240 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 143/190 +[2025-03-20 15:43:57,293 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 144/190 +[2025-03-20 15:43:57,347 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 145/190 +[2025-03-20 15:43:57,403 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 146/190 +[2025-03-20 15:43:57,457 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 147/190 +[2025-03-20 15:43:57,510 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 148/190 +[2025-03-20 15:43:57,567 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 149/190 +[2025-03-20 15:43:57,621 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 150/190 +[2025-03-20 15:43:57,674 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 151/190 +[2025-03-20 15:43:57,728 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 152/190 +[2025-03-20 15:43:57,793 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 153/190 +[2025-03-20 15:43:57,852 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 154/190 +[2025-03-20 15:43:57,910 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 155/190 +[2025-03-20 15:43:57,970 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 156/190 +[2025-03-20 15:43:58,027 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 157/190 +[2025-03-20 15:43:58,083 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 158/190 +[2025-03-20 15:43:58,141 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 159/190 +[2025-03-20 15:43:58,200 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 160/190 +[2025-03-20 15:43:58,259 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 161/190 +[2025-03-20 15:43:58,316 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 162/190 +[2025-03-20 15:43:58,373 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 163/190 +[2025-03-20 15:43:58,432 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 164/190 +[2025-03-20 15:43:58,488 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 165/190 +[2025-03-20 15:43:58,545 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 166/190 +[2025-03-20 15:43:58,603 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 167/190 +[2025-03-20 15:43:58,659 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 168/190 +[2025-03-20 15:43:58,716 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 169/190 +[2025-03-20 15:43:58,772 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 170/190 +[2025-03-20 15:43:58,828 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 171/190 +[2025-03-20 15:43:58,890 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 172/190 +[2025-03-20 15:43:58,953 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 173/190 +[2025-03-20 15:43:59,013 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 174/190 +[2025-03-20 15:43:59,073 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 175/190 +[2025-03-20 15:43:59,133 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 176/190 +[2025-03-20 15:43:59,192 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 177/190 +[2025-03-20 15:43:59,252 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 178/190 +[2025-03-20 15:43:59,311 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 179/190 +[2025-03-20 15:43:59,371 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 180/190 +[2025-03-20 15:43:59,431 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 181/190 +[2025-03-20 15:43:59,492 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 182/190 +[2025-03-20 15:43:59,551 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 183/190 +[2025-03-20 15:43:59,611 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 184/190 +[2025-03-20 15:43:59,670 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 185/190 +[2025-03-20 15:43:59,733 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 186/190 +[2025-03-20 15:43:59,792 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 187/190 +[2025-03-20 15:43:59,854 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 188/190 +[2025-03-20 15:43:59,914 INFO test.py line 201 4037470] Test: 3/34-Area_5-office_39, Batch: 189/190 +[2025-03-20 15:43:59,957 INFO test.py line 291 4037470] Test: Area_5-office_39 [3/34]-928712 Batch 10.520 (15.189) Accuracy 0.9373 (0.6523) mIoU 0.7221 (0.6248) +[2025-03-20 15:44:00,024 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 0/220 +[2025-03-20 15:44:00,066 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 1/220 +[2025-03-20 15:44:00,110 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 2/220 +[2025-03-20 15:44:00,151 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 3/220 +[2025-03-20 15:44:00,193 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 4/220 +[2025-03-20 15:44:00,234 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 5/220 +[2025-03-20 15:44:00,278 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 6/220 +[2025-03-20 15:44:00,319 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 7/220 +[2025-03-20 15:44:00,361 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 8/220 +[2025-03-20 15:44:00,403 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 9/220 +[2025-03-20 15:44:00,444 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 10/220 +[2025-03-20 15:44:00,487 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 11/220 +[2025-03-20 15:44:00,530 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 12/220 +[2025-03-20 15:44:00,572 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 13/220 +[2025-03-20 15:44:00,614 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 14/220 +[2025-03-20 15:44:00,656 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 15/220 +[2025-03-20 15:44:00,698 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 16/220 +[2025-03-20 15:44:00,739 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 17/220 +[2025-03-20 15:44:00,783 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 18/220 +[2025-03-20 15:44:00,825 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 19/220 +[2025-03-20 15:44:00,867 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 20/220 +[2025-03-20 15:44:00,909 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 21/220 +[2025-03-20 15:44:00,951 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 22/220 +[2025-03-20 15:44:00,992 INFO test.py line 201 4037470] Test: 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line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 192/220 +[2025-03-20 15:44:09,298 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 193/220 +[2025-03-20 15:44:09,348 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 194/220 +[2025-03-20 15:44:09,410 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 195/220 +[2025-03-20 15:44:09,462 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 196/220 +[2025-03-20 15:44:09,513 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 197/220 +[2025-03-20 15:44:09,564 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 198/220 +[2025-03-20 15:44:09,614 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 199/220 +[2025-03-20 15:44:09,665 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 200/220 +[2025-03-20 15:44:09,716 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 201/220 +[2025-03-20 15:44:09,775 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 202/220 +[2025-03-20 15:44:09,825 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 203/220 +[2025-03-20 15:44:09,876 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 204/220 +[2025-03-20 15:44:09,926 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 205/220 +[2025-03-20 15:44:09,977 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 206/220 +[2025-03-20 15:44:10,027 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 207/220 +[2025-03-20 15:44:10,078 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 208/220 +[2025-03-20 15:44:10,128 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 209/220 +[2025-03-20 15:44:10,179 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 210/220 +[2025-03-20 15:44:10,229 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 211/220 +[2025-03-20 15:44:10,301 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 212/220 +[2025-03-20 15:44:10,351 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 213/220 +[2025-03-20 15:44:10,401 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 214/220 +[2025-03-20 15:44:10,452 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 215/220 +[2025-03-20 15:44:10,504 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 216/220 +[2025-03-20 15:44:10,555 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 217/220 +[2025-03-20 15:44:10,605 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 218/220 +[2025-03-20 15:44:10,656 INFO test.py line 201 4037470] Test: 4/34-Area_5-office_26, Batch: 219/220 +[2025-03-20 15:44:10,689 INFO test.py line 291 4037470] Test: Area_5-office_26 [4/34]-744988 Batch 10.731 (14.074) Accuracy 0.8307 (0.7398) mIoU 0.6798 (0.6910) +[2025-03-20 15:44:10,750 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 0/214 +[2025-03-20 15:44:10,788 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 1/214 +[2025-03-20 15:44:10,826 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 2/214 +[2025-03-20 15:44:10,864 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 3/214 +[2025-03-20 15:44:10,904 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 4/214 +[2025-03-20 15:44:10,943 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 5/214 +[2025-03-20 15:44:10,981 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 6/214 +[2025-03-20 15:44:11,019 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 7/214 +[2025-03-20 15:44:11,070 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 8/214 +[2025-03-20 15:44:11,117 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 9/214 +[2025-03-20 15:44:11,173 INFO test.py line 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test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 20/214 +[2025-03-20 15:44:11,722 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 21/214 +[2025-03-20 15:44:11,767 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 22/214 +[2025-03-20 15:44:11,821 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 23/214 +[2025-03-20 15:44:11,870 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 24/214 +[2025-03-20 15:44:11,921 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 25/214 +[2025-03-20 15:44:11,973 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 26/214 +[2025-03-20 15:44:12,021 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 27/214 +[2025-03-20 15:44:12,060 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 28/214 +[2025-03-20 15:44:12,099 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 29/214 +[2025-03-20 15:44:12,143 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 30/214 +[2025-03-20 15:44:12,184 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 31/214 +[2025-03-20 15:44:12,235 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 32/214 +[2025-03-20 15:44:12,275 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 33/214 +[2025-03-20 15:44:12,315 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 34/214 +[2025-03-20 15:44:12,356 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 35/214 +[2025-03-20 15:44:12,398 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 36/214 +[2025-03-20 15:44:12,438 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 37/214 +[2025-03-20 15:44:12,478 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 38/214 +[2025-03-20 15:44:12,518 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 39/214 +[2025-03-20 15:44:12,558 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 40/214 +[2025-03-20 15:44:12,598 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 41/214 +[2025-03-20 15:44:12,638 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 42/214 +[2025-03-20 15:44:12,680 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 43/214 +[2025-03-20 15:44:12,720 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 44/214 +[2025-03-20 15:44:12,771 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 45/214 +[2025-03-20 15:44:12,812 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 46/214 +[2025-03-20 15:44:12,852 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 47/214 +[2025-03-20 15:44:12,893 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 48/214 +[2025-03-20 15:44:12,938 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 49/214 +[2025-03-20 15:44:12,978 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 50/214 +[2025-03-20 15:44:13,022 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 51/214 +[2025-03-20 15:44:13,064 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 52/214 +[2025-03-20 15:44:13,110 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 53/214 +[2025-03-20 15:44:13,152 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 54/214 +[2025-03-20 15:44:13,194 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 55/214 +[2025-03-20 15:44:13,236 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 56/214 +[2025-03-20 15:44:13,278 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 57/214 +[2025-03-20 15:44:13,319 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 58/214 +[2025-03-20 15:44:13,360 INFO test.py line 201 4037470] Test: 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4037470] Test: 5/34-Area_5-hallway_11, Batch: 69/214 +[2025-03-20 15:44:13,829 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 70/214 +[2025-03-20 15:44:13,875 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 71/214 +[2025-03-20 15:44:13,919 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 72/214 +[2025-03-20 15:44:13,977 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 73/214 +[2025-03-20 15:44:14,021 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 74/214 +[2025-03-20 15:44:14,066 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 75/214 +[2025-03-20 15:44:14,110 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 76/214 +[2025-03-20 15:44:14,155 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 77/214 +[2025-03-20 15:44:14,198 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 78/214 +[2025-03-20 15:44:14,242 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 79/214 +[2025-03-20 15:44:14,285 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 80/214 +[2025-03-20 15:44:14,339 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 81/214 +[2025-03-20 15:44:14,383 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 82/214 +[2025-03-20 15:44:14,427 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 83/214 +[2025-03-20 15:44:14,470 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 84/214 +[2025-03-20 15:44:14,514 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 85/214 +[2025-03-20 15:44:14,557 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 86/214 +[2025-03-20 15:44:14,600 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 87/214 +[2025-03-20 15:44:14,644 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 88/214 +[2025-03-20 15:44:14,687 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 89/214 +[2025-03-20 15:44:14,730 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 90/214 +[2025-03-20 15:44:14,777 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 91/214 +[2025-03-20 15:44:14,824 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 92/214 +[2025-03-20 15:44:14,870 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 93/214 +[2025-03-20 15:44:14,915 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 94/214 +[2025-03-20 15:44:14,960 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 95/214 +[2025-03-20 15:44:15,020 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 96/214 +[2025-03-20 15:44:15,064 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 97/214 +[2025-03-20 15:44:15,109 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 98/214 +[2025-03-20 15:44:15,154 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 99/214 +[2025-03-20 15:44:15,201 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 100/214 +[2025-03-20 15:44:15,246 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 101/214 +[2025-03-20 15:44:15,291 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 102/214 +[2025-03-20 15:44:15,336 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 103/214 +[2025-03-20 15:44:15,383 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 104/214 +[2025-03-20 15:44:15,427 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 105/214 +[2025-03-20 15:44:15,472 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 106/214 +[2025-03-20 15:44:15,512 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 107/214 +[2025-03-20 15:44:15,551 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 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201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 128/214 +[2025-03-20 15:44:16,390 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 129/214 +[2025-03-20 15:44:16,427 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 130/214 +[2025-03-20 15:44:16,465 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 131/214 +[2025-03-20 15:44:16,503 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 132/214 +[2025-03-20 15:44:16,553 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 133/214 +[2025-03-20 15:44:16,590 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 134/214 +[2025-03-20 15:44:16,628 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 135/214 +[2025-03-20 15:44:16,665 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 136/214 +[2025-03-20 15:44:16,706 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 137/214 +[2025-03-20 15:44:16,746 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 138/214 +[2025-03-20 15:44:16,785 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 139/214 +[2025-03-20 15:44:16,825 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 140/214 +[2025-03-20 15:44:16,864 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 141/214 +[2025-03-20 15:44:16,903 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 142/214 +[2025-03-20 15:44:16,943 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 143/214 +[2025-03-20 15:44:16,982 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 144/214 +[2025-03-20 15:44:17,022 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 145/214 +[2025-03-20 15:44:17,061 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 146/214 +[2025-03-20 15:44:17,100 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 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201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 206/214 +[2025-03-20 15:44:19,613 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 207/214 +[2025-03-20 15:44:19,657 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 208/214 +[2025-03-20 15:44:19,702 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 209/214 +[2025-03-20 15:44:19,746 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 210/214 +[2025-03-20 15:44:19,790 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 211/214 +[2025-03-20 15:44:19,834 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 212/214 +[2025-03-20 15:44:19,879 INFO test.py line 201 4037470] Test: 5/34-Area_5-hallway_11, Batch: 213/214 +[2025-03-20 15:44:19,918 INFO test.py line 291 4037470] Test: Area_5-hallway_11 [5/34]-811640 Batch 9.229 (13.105) Accuracy 0.9867 (0.7393) mIoU 0.6415 (0.6926) +[2025-03-20 15:44:19,981 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 0/190 +[2025-03-20 15:44:20,023 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 1/190 +[2025-03-20 15:44:20,066 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 2/190 +[2025-03-20 15:44:20,108 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 3/190 +[2025-03-20 15:44:20,150 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 4/190 +[2025-03-20 15:44:20,193 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 5/190 +[2025-03-20 15:44:20,236 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 6/190 +[2025-03-20 15:44:20,278 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 7/190 +[2025-03-20 15:44:20,320 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 8/190 +[2025-03-20 15:44:20,363 INFO test.py line 201 4037470] Test: 6/34-Area_5-office_9, Batch: 9/190 +[2025-03-20 15:44:20,405 INFO test.py line 201 4037470] Test: 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Area_5-office_9 [6/34]-780337 Batch 9.799 (12.554) Accuracy 0.9540 (0.8303) mIoU 0.7570 (0.7821) +[2025-03-20 15:44:29,780 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 0/208 +[2025-03-20 15:44:29,821 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 1/208 +[2025-03-20 15:44:29,896 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 2/208 +[2025-03-20 15:44:29,940 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 3/208 +[2025-03-20 15:44:29,984 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 4/208 +[2025-03-20 15:44:30,027 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 5/208 +[2025-03-20 15:44:30,066 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 6/208 +[2025-03-20 15:44:30,108 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 7/208 +[2025-03-20 15:44:30,148 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 8/208 +[2025-03-20 15:44:30,190 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 9/208 +[2025-03-20 15:44:30,230 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 10/208 +[2025-03-20 15:44:30,275 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 11/208 +[2025-03-20 15:44:30,315 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 12/208 +[2025-03-20 15:44:30,358 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 13/208 +[2025-03-20 15:44:30,399 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 14/208 +[2025-03-20 15:44:30,442 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 15/208 +[2025-03-20 15:44:30,483 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 16/208 +[2025-03-20 15:44:30,526 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 17/208 +[2025-03-20 15:44:30,568 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 18/208 +[2025-03-20 15:44:30,608 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 19/208 +[2025-03-20 15:44:30,651 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 20/208 +[2025-03-20 15:44:30,692 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 21/208 +[2025-03-20 15:44:30,732 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 22/208 +[2025-03-20 15:44:30,774 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 23/208 +[2025-03-20 15:44:30,819 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 24/208 +[2025-03-20 15:44:30,862 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 25/208 +[2025-03-20 15:44:30,916 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 26/208 +[2025-03-20 15:44:31,007 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 27/208 +[2025-03-20 15:44:31,054 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 28/208 +[2025-03-20 15:44:31,096 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 29/208 +[2025-03-20 15:44:31,145 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 30/208 +[2025-03-20 15:44:31,188 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 31/208 +[2025-03-20 15:44:31,231 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 32/208 +[2025-03-20 15:44:31,274 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 33/208 +[2025-03-20 15:44:31,317 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 34/208 +[2025-03-20 15:44:31,372 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 35/208 +[2025-03-20 15:44:31,417 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 36/208 +[2025-03-20 15:44:31,459 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 37/208 +[2025-03-20 15:44:31,504 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 38/208 +[2025-03-20 15:44:31,559 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 39/208 +[2025-03-20 15:44:31,612 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 40/208 +[2025-03-20 15:44:31,656 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 41/208 +[2025-03-20 15:44:31,698 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 42/208 +[2025-03-20 15:44:31,741 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 43/208 +[2025-03-20 15:44:31,785 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 44/208 +[2025-03-20 15:44:31,830 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 45/208 +[2025-03-20 15:44:31,875 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 46/208 +[2025-03-20 15:44:31,920 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 47/208 +[2025-03-20 15:44:31,973 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 48/208 +[2025-03-20 15:44:32,022 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 49/208 +[2025-03-20 15:44:32,076 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 50/208 +[2025-03-20 15:44:32,135 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 51/208 +[2025-03-20 15:44:32,193 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 52/208 +[2025-03-20 15:44:32,247 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 53/208 +[2025-03-20 15:44:32,292 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 54/208 +[2025-03-20 15:44:32,349 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 55/208 +[2025-03-20 15:44:32,395 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 56/208 +[2025-03-20 15:44:32,440 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 57/208 +[2025-03-20 15:44:32,485 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 58/208 +[2025-03-20 15:44:32,531 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 59/208 +[2025-03-20 15:44:32,577 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 60/208 +[2025-03-20 15:44:32,622 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 61/208 +[2025-03-20 15:44:32,674 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 62/208 +[2025-03-20 15:44:32,721 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 63/208 +[2025-03-20 15:44:32,765 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 64/208 +[2025-03-20 15:44:32,818 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 65/208 +[2025-03-20 15:44:32,874 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 66/208 +[2025-03-20 15:44:32,924 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 67/208 +[2025-03-20 15:44:32,971 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 68/208 +[2025-03-20 15:44:33,019 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 69/208 +[2025-03-20 15:44:33,074 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 70/208 +[2025-03-20 15:44:33,128 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 71/208 +[2025-03-20 15:44:33,176 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 72/208 +[2025-03-20 15:44:33,224 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 73/208 +[2025-03-20 15:44:33,271 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 74/208 +[2025-03-20 15:44:33,319 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 75/208 +[2025-03-20 15:44:33,376 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 76/208 +[2025-03-20 15:44:33,425 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 77/208 +[2025-03-20 15:44:33,472 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 78/208 +[2025-03-20 15:44:33,520 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 79/208 +[2025-03-20 15:44:33,572 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 80/208 +[2025-03-20 15:44:33,622 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 81/208 +[2025-03-20 15:44:33,669 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 82/208 +[2025-03-20 15:44:33,718 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 83/208 +[2025-03-20 15:44:33,794 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 84/208 +[2025-03-20 15:44:33,862 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 85/208 +[2025-03-20 15:44:33,914 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 86/208 +[2025-03-20 15:44:33,963 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 87/208 +[2025-03-20 15:44:34,016 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 88/208 +[2025-03-20 15:44:34,079 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 89/208 +[2025-03-20 15:44:34,140 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 90/208 +[2025-03-20 15:44:34,191 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 91/208 +[2025-03-20 15:44:34,240 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 92/208 +[2025-03-20 15:44:34,289 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 93/208 +[2025-03-20 15:44:34,338 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 94/208 +[2025-03-20 15:44:34,389 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 95/208 +[2025-03-20 15:44:34,438 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 96/208 +[2025-03-20 15:44:34,487 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 97/208 +[2025-03-20 15:44:34,538 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 98/208 +[2025-03-20 15:44:34,598 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 99/208 +[2025-03-20 15:44:34,658 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 100/208 +[2025-03-20 15:44:34,717 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 101/208 +[2025-03-20 15:44:34,768 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 102/208 +[2025-03-20 15:44:34,818 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 103/208 +[2025-03-20 15:44:34,861 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 104/208 +[2025-03-20 15:44:34,903 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 105/208 +[2025-03-20 15:44:34,944 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 106/208 +[2025-03-20 15:44:34,985 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 107/208 +[2025-03-20 15:44:35,026 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 108/208 +[2025-03-20 15:44:35,069 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 109/208 +[2025-03-20 15:44:35,110 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 110/208 +[2025-03-20 15:44:35,161 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 111/208 +[2025-03-20 15:44:35,204 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 112/208 +[2025-03-20 15:44:35,245 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 113/208 +[2025-03-20 15:44:35,286 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 114/208 +[2025-03-20 15:44:35,331 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 115/208 +[2025-03-20 15:44:35,372 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 116/208 +[2025-03-20 15:44:35,414 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 117/208 +[2025-03-20 15:44:35,456 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 118/208 +[2025-03-20 15:44:35,496 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 119/208 +[2025-03-20 15:44:35,540 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 120/208 +[2025-03-20 15:44:35,581 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 121/208 +[2025-03-20 15:44:35,621 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 122/208 +[2025-03-20 15:44:35,664 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 123/208 +[2025-03-20 15:44:35,704 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 124/208 +[2025-03-20 15:44:35,745 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 125/208 +[2025-03-20 15:44:35,787 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 126/208 +[2025-03-20 15:44:35,827 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 127/208 +[2025-03-20 15:44:35,871 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 128/208 +[2025-03-20 15:44:35,916 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 129/208 +[2025-03-20 15:44:35,958 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 130/208 +[2025-03-20 15:44:36,004 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 131/208 +[2025-03-20 15:44:36,047 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 132/208 +[2025-03-20 15:44:36,093 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 133/208 +[2025-03-20 15:44:36,136 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 134/208 +[2025-03-20 15:44:36,179 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 135/208 +[2025-03-20 15:44:36,224 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 136/208 +[2025-03-20 15:44:36,266 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 137/208 +[2025-03-20 15:44:36,312 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 138/208 +[2025-03-20 15:44:36,358 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 139/208 +[2025-03-20 15:44:36,401 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 140/208 +[2025-03-20 15:44:36,444 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 141/208 +[2025-03-20 15:44:36,488 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 142/208 +[2025-03-20 15:44:36,530 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 143/208 +[2025-03-20 15:44:36,575 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 144/208 +[2025-03-20 15:44:36,619 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 145/208 +[2025-03-20 15:44:36,661 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 146/208 +[2025-03-20 15:44:36,709 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 147/208 +[2025-03-20 15:44:36,753 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 148/208 +[2025-03-20 15:44:36,799 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 149/208 +[2025-03-20 15:44:36,844 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 150/208 +[2025-03-20 15:44:36,891 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 151/208 +[2025-03-20 15:44:36,936 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 152/208 +[2025-03-20 15:44:36,985 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 153/208 +[2025-03-20 15:44:37,032 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 154/208 +[2025-03-20 15:44:37,076 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 155/208 +[2025-03-20 15:44:37,121 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 156/208 +[2025-03-20 15:44:37,168 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 157/208 +[2025-03-20 15:44:37,213 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 158/208 +[2025-03-20 15:44:37,260 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 159/208 +[2025-03-20 15:44:37,305 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 160/208 +[2025-03-20 15:44:37,350 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 161/208 +[2025-03-20 15:44:37,397 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 162/208 +[2025-03-20 15:44:37,442 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 163/208 +[2025-03-20 15:44:37,486 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 164/208 +[2025-03-20 15:44:37,532 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 165/208 +[2025-03-20 15:44:37,578 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 166/208 +[2025-03-20 15:44:37,623 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 167/208 +[2025-03-20 15:44:37,675 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 168/208 +[2025-03-20 15:44:37,722 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 169/208 +[2025-03-20 15:44:37,766 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 170/208 +[2025-03-20 15:44:37,821 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 171/208 +[2025-03-20 15:44:37,869 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 172/208 +[2025-03-20 15:44:37,915 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 173/208 +[2025-03-20 15:44:37,964 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 174/208 +[2025-03-20 15:44:38,014 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 175/208 +[2025-03-20 15:44:38,061 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 176/208 +[2025-03-20 15:44:38,110 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 177/208 +[2025-03-20 15:44:38,159 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 178/208 +[2025-03-20 15:44:38,206 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 179/208 +[2025-03-20 15:44:38,252 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 180/208 +[2025-03-20 15:44:38,301 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 181/208 +[2025-03-20 15:44:38,348 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 182/208 +[2025-03-20 15:44:38,395 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 183/208 +[2025-03-20 15:44:38,444 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 184/208 +[2025-03-20 15:44:38,491 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 185/208 +[2025-03-20 15:44:38,539 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 186/208 +[2025-03-20 15:44:38,588 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 187/208 +[2025-03-20 15:44:38,636 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 188/208 +[2025-03-20 15:44:38,683 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 189/208 +[2025-03-20 15:44:38,732 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 190/208 +[2025-03-20 15:44:38,785 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 191/208 +[2025-03-20 15:44:38,834 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 192/208 +[2025-03-20 15:44:38,895 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 193/208 +[2025-03-20 15:44:38,944 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 194/208 +[2025-03-20 15:44:38,993 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 195/208 +[2025-03-20 15:44:39,044 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 196/208 +[2025-03-20 15:44:39,093 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 197/208 +[2025-03-20 15:44:39,146 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 198/208 +[2025-03-20 15:44:39,197 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 199/208 +[2025-03-20 15:44:39,249 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 200/208 +[2025-03-20 15:44:39,300 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 201/208 +[2025-03-20 15:44:39,351 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 202/208 +[2025-03-20 15:44:39,400 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 203/208 +[2025-03-20 15:44:39,483 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 204/208 +[2025-03-20 15:44:39,533 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 205/208 +[2025-03-20 15:44:39,594 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 206/208 +[2025-03-20 15:44:39,665 INFO test.py line 201 4037470] Test: 7/34-Area_5-office_5, Batch: 207/208 +[2025-03-20 15:44:39,703 INFO test.py line 291 4037470] Test: Area_5-office_5 [7/34]-766453 Batch 9.985 (12.187) Accuracy 0.9683 (0.8385) mIoU 0.9337 (0.7915) +[2025-03-20 15:44:42,577 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 0/214 +[2025-03-20 15:44:42,627 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 1/214 +[2025-03-20 15:44:42,675 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 2/214 +[2025-03-20 15:44:42,723 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 3/214 +[2025-03-20 15:44:42,770 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 4/214 +[2025-03-20 15:44:42,819 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 5/214 +[2025-03-20 15:44:42,866 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 6/214 +[2025-03-20 15:44:42,914 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 7/214 +[2025-03-20 15:44:42,961 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 8/214 +[2025-03-20 15:44:43,009 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 9/214 +[2025-03-20 15:44:43,056 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 10/214 +[2025-03-20 15:44:43,104 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 11/214 +[2025-03-20 15:44:43,151 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 12/214 +[2025-03-20 15:44:43,199 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 13/214 +[2025-03-20 15:44:43,246 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 14/214 +[2025-03-20 15:44:43,294 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 15/214 +[2025-03-20 15:44:43,341 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 16/214 +[2025-03-20 15:44:43,394 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 17/214 +[2025-03-20 15:44:43,440 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 18/214 +[2025-03-20 15:44:43,489 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 19/214 +[2025-03-20 15:44:43,536 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 20/214 +[2025-03-20 15:44:43,584 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 21/214 +[2025-03-20 15:44:43,631 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 22/214 +[2025-03-20 15:44:43,683 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 23/214 +[2025-03-20 15:44:43,737 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 24/214 +[2025-03-20 15:44:43,787 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 25/214 +[2025-03-20 15:44:43,837 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 26/214 +[2025-03-20 15:44:43,887 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 27/214 +[2025-03-20 15:44:43,944 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 28/214 +[2025-03-20 15:44:43,994 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 29/214 +[2025-03-20 15:44:44,048 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 30/214 +[2025-03-20 15:44:44,098 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 31/214 +[2025-03-20 15:44:44,152 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 32/214 +[2025-03-20 15:44:44,202 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 33/214 +[2025-03-20 15:44:44,264 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 34/214 +[2025-03-20 15:44:44,315 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 35/214 +[2025-03-20 15:44:44,367 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 36/214 +[2025-03-20 15:44:44,418 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 37/214 +[2025-03-20 15:44:44,481 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 38/214 +[2025-03-20 15:44:44,532 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 39/214 +[2025-03-20 15:44:44,585 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 40/214 +[2025-03-20 15:44:44,635 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 41/214 +[2025-03-20 15:44:44,685 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 42/214 +[2025-03-20 15:44:44,735 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 43/214 +[2025-03-20 15:44:44,786 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 44/214 +[2025-03-20 15:44:44,841 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 45/214 +[2025-03-20 15:44:44,897 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 46/214 +[2025-03-20 15:44:44,950 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 47/214 +[2025-03-20 15:44:45,004 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 48/214 +[2025-03-20 15:44:45,058 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 49/214 +[2025-03-20 15:44:45,113 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 50/214 +[2025-03-20 15:44:45,169 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 51/214 +[2025-03-20 15:44:45,224 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 52/214 +[2025-03-20 15:44:45,279 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 53/214 +[2025-03-20 15:44:45,339 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 54/214 +[2025-03-20 15:44:45,396 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 55/214 +[2025-03-20 15:44:45,456 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 56/214 +[2025-03-20 15:44:45,518 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 57/214 +[2025-03-20 15:44:45,580 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 58/214 +[2025-03-20 15:44:45,641 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 59/214 +[2025-03-20 15:44:45,704 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 60/214 +[2025-03-20 15:44:45,763 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 61/214 +[2025-03-20 15:44:45,824 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 62/214 +[2025-03-20 15:44:45,882 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 63/214 +[2025-03-20 15:44:45,944 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 64/214 +[2025-03-20 15:44:46,002 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 65/214 +[2025-03-20 15:44:46,071 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 66/214 +[2025-03-20 15:44:46,139 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 67/214 +[2025-03-20 15:44:46,202 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 68/214 +[2025-03-20 15:44:46,269 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 69/214 +[2025-03-20 15:44:46,332 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 70/214 +[2025-03-20 15:44:46,395 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 71/214 +[2025-03-20 15:44:46,459 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 72/214 +[2025-03-20 15:44:46,521 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 73/214 +[2025-03-20 15:44:46,585 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 74/214 +[2025-03-20 15:44:46,648 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 75/214 +[2025-03-20 15:44:46,711 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 76/214 +[2025-03-20 15:44:46,774 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 77/214 +[2025-03-20 15:44:46,844 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 78/214 +[2025-03-20 15:44:46,907 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 79/214 +[2025-03-20 15:44:46,974 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 80/214 +[2025-03-20 15:44:47,037 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 81/214 +[2025-03-20 15:44:47,100 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 82/214 +[2025-03-20 15:44:47,163 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 83/214 +[2025-03-20 15:44:47,226 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 84/214 +[2025-03-20 15:44:47,288 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 85/214 +[2025-03-20 15:44:47,351 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 86/214 +[2025-03-20 15:44:47,455 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 87/214 +[2025-03-20 15:44:47,522 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 88/214 +[2025-03-20 15:44:47,602 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 89/214 +[2025-03-20 15:44:47,671 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 90/214 +[2025-03-20 15:44:47,742 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 91/214 +[2025-03-20 15:44:47,813 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 92/214 +[2025-03-20 15:44:47,879 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 93/214 +[2025-03-20 15:44:47,946 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 94/214 +[2025-03-20 15:44:48,034 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 95/214 +[2025-03-20 15:44:48,104 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 96/214 +[2025-03-20 15:44:48,170 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 97/214 +[2025-03-20 15:44:48,235 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 98/214 +[2025-03-20 15:44:48,301 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 99/214 +[2025-03-20 15:44:48,367 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 100/214 +[2025-03-20 15:44:48,434 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 101/214 +[2025-03-20 15:44:48,500 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 102/214 +[2025-03-20 15:44:48,567 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 103/214 +[2025-03-20 15:44:48,640 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 104/214 +[2025-03-20 15:44:48,721 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 105/214 +[2025-03-20 15:44:48,803 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 106/214 +[2025-03-20 15:44:48,859 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 107/214 +[2025-03-20 15:44:48,941 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 108/214 +[2025-03-20 15:44:48,993 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 109/214 +[2025-03-20 15:44:49,069 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 110/214 +[2025-03-20 15:44:49,122 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 111/214 +[2025-03-20 15:44:49,177 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 112/214 +[2025-03-20 15:44:49,229 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 113/214 +[2025-03-20 15:44:49,282 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 114/214 +[2025-03-20 15:44:49,338 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 115/214 +[2025-03-20 15:44:49,390 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 116/214 +[2025-03-20 15:44:49,447 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 117/214 +[2025-03-20 15:44:49,499 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 118/214 +[2025-03-20 15:44:49,553 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 119/214 +[2025-03-20 15:44:49,606 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 120/214 +[2025-03-20 15:44:49,658 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 121/214 +[2025-03-20 15:44:49,712 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 122/214 +[2025-03-20 15:44:49,764 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 123/214 +[2025-03-20 15:44:49,817 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 124/214 +[2025-03-20 15:44:49,880 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 125/214 +[2025-03-20 15:44:49,932 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 126/214 +[2025-03-20 15:44:49,986 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 127/214 +[2025-03-20 15:44:50,038 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 128/214 +[2025-03-20 15:44:50,091 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 129/214 +[2025-03-20 15:44:50,152 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 130/214 +[2025-03-20 15:44:50,209 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 131/214 +[2025-03-20 15:44:50,268 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 132/214 +[2025-03-20 15:44:50,323 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 133/214 +[2025-03-20 15:44:50,381 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 134/214 +[2025-03-20 15:44:50,437 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 135/214 +[2025-03-20 15:44:50,495 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 136/214 +[2025-03-20 15:44:50,592 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 137/214 +[2025-03-20 15:44:50,661 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 138/214 +[2025-03-20 15:44:50,723 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 139/214 +[2025-03-20 15:44:50,784 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 140/214 +[2025-03-20 15:44:50,862 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 141/214 +[2025-03-20 15:44:50,916 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 142/214 +[2025-03-20 15:44:50,971 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 143/214 +[2025-03-20 15:44:51,025 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 144/214 +[2025-03-20 15:44:51,080 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 145/214 +[2025-03-20 15:44:51,143 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 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201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 166/214 +[2025-03-20 15:44:52,525 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 167/214 +[2025-03-20 15:44:52,603 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 168/214 +[2025-03-20 15:44:52,677 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 169/214 +[2025-03-20 15:44:52,756 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 170/214 +[2025-03-20 15:44:52,861 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 171/214 +[2025-03-20 15:44:52,960 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 172/214 +[2025-03-20 15:44:53,056 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 173/214 +[2025-03-20 15:44:53,138 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 174/214 +[2025-03-20 15:44:53,227 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 175/214 +[2025-03-20 15:44:53,313 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 176/214 +[2025-03-20 15:44:53,395 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 177/214 +[2025-03-20 15:44:53,498 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 178/214 +[2025-03-20 15:44:53,573 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 179/214 +[2025-03-20 15:44:53,649 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 180/214 +[2025-03-20 15:44:53,713 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 181/214 +[2025-03-20 15:44:53,777 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 182/214 +[2025-03-20 15:44:53,885 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 183/214 +[2025-03-20 15:44:53,967 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 184/214 +[2025-03-20 15:44:54,030 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 185/214 +[2025-03-20 15:44:54,093 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 186/214 +[2025-03-20 15:44:54,157 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 187/214 +[2025-03-20 15:44:54,236 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 188/214 +[2025-03-20 15:44:54,299 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 189/214 +[2025-03-20 15:44:54,367 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 190/214 +[2025-03-20 15:44:54,430 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 191/214 +[2025-03-20 15:44:54,498 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 192/214 +[2025-03-20 15:44:54,560 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 193/214 +[2025-03-20 15:44:54,628 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 194/214 +[2025-03-20 15:44:54,693 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 195/214 +[2025-03-20 15:44:54,760 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 196/214 +[2025-03-20 15:44:54,827 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 197/214 +[2025-03-20 15:44:54,900 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 198/214 +[2025-03-20 15:44:54,966 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 199/214 +[2025-03-20 15:44:55,031 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 200/214 +[2025-03-20 15:44:55,097 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 201/214 +[2025-03-20 15:44:55,161 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 202/214 +[2025-03-20 15:44:55,228 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 203/214 +[2025-03-20 15:44:55,294 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 204/214 +[2025-03-20 15:44:55,360 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 205/214 +[2025-03-20 15:44:55,428 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 206/214 +[2025-03-20 15:44:55,495 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 207/214 +[2025-03-20 15:44:55,562 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 208/214 +[2025-03-20 15:44:55,630 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 209/214 +[2025-03-20 15:44:55,698 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 210/214 +[2025-03-20 15:44:55,766 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 211/214 +[2025-03-20 15:44:55,836 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 212/214 +[2025-03-20 15:44:55,908 INFO test.py line 201 4037470] Test: 8/34-Area_5-hallway_10, Batch: 213/214 +[2025-03-20 15:44:55,985 INFO test.py line 291 4037470] Test: Area_5-hallway_10 [8/34]-1210360 Batch 13.487 (12.350) Accuracy 0.9898 (0.8401) mIoU 0.9648 (0.7951) +[2025-03-20 15:44:56,256 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 0/226 +[2025-03-20 15:44:56,307 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 1/226 +[2025-03-20 15:44:56,357 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 2/226 +[2025-03-20 15:44:56,406 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 3/226 +[2025-03-20 15:44:56,455 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 4/226 +[2025-03-20 15:44:56,504 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 5/226 +[2025-03-20 15:44:56,555 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 6/226 +[2025-03-20 15:44:56,604 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 7/226 +[2025-03-20 15:44:56,657 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 8/226 +[2025-03-20 15:44:56,706 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 9/226 +[2025-03-20 15:44:56,758 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 10/226 +[2025-03-20 15:44:56,806 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 11/226 +[2025-03-20 15:44:56,857 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 12/226 +[2025-03-20 15:44:56,907 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 13/226 +[2025-03-20 15:44:56,957 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 14/226 +[2025-03-20 15:44:57,013 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 15/226 +[2025-03-20 15:44:57,062 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 16/226 +[2025-03-20 15:44:57,135 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 17/226 +[2025-03-20 15:44:57,184 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 18/226 +[2025-03-20 15:44:57,234 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 19/226 +[2025-03-20 15:44:57,283 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 20/226 +[2025-03-20 15:44:57,333 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 21/226 +[2025-03-20 15:44:57,386 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 22/226 +[2025-03-20 15:44:57,434 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 23/226 +[2025-03-20 15:44:57,485 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 24/226 +[2025-03-20 15:44:57,534 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 25/226 +[2025-03-20 15:44:57,589 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 26/226 +[2025-03-20 15:44:57,644 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 27/226 +[2025-03-20 15:44:57,695 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 28/226 +[2025-03-20 15:44:57,760 INFO test.py line 201 4037470] Test: 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9/34-Area_5-office_2, Batch: 209/226 +[2025-03-20 15:45:07,980 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 210/226 +[2025-03-20 15:45:08,039 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 211/226 +[2025-03-20 15:45:08,098 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 212/226 +[2025-03-20 15:45:08,157 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 213/226 +[2025-03-20 15:45:08,216 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 214/226 +[2025-03-20 15:45:08,275 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 215/226 +[2025-03-20 15:45:08,333 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 216/226 +[2025-03-20 15:45:08,392 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 217/226 +[2025-03-20 15:45:08,452 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 218/226 +[2025-03-20 15:45:08,511 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 219/226 +[2025-03-20 15:45:08,570 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 220/226 +[2025-03-20 15:45:08,629 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 221/226 +[2025-03-20 15:45:08,688 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 222/226 +[2025-03-20 15:45:08,746 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 223/226 +[2025-03-20 15:45:08,805 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 224/226 +[2025-03-20 15:45:08,864 INFO test.py line 201 4037470] Test: 9/34-Area_5-office_2, Batch: 225/226 +[2025-03-20 15:45:08,919 INFO test.py line 291 4037470] Test: Area_5-office_2 [9/34]-867248 Batch 12.747 (12.394) Accuracy 0.9661 (0.8226) mIoU 0.8087 (0.7902) +[2025-03-20 15:45:20,894 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 0/228 +[2025-03-20 15:45:20,951 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 1/228 +[2025-03-20 15:45:21,008 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 2/228 +[2025-03-20 15:45:21,064 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 3/228 +[2025-03-20 15:45:21,138 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 4/228 +[2025-03-20 15:45:21,214 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 5/228 +[2025-03-20 15:45:21,290 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 6/228 +[2025-03-20 15:45:21,361 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 7/228 +[2025-03-20 15:45:21,419 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 8/228 +[2025-03-20 15:45:21,475 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 9/228 +[2025-03-20 15:45:21,533 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 10/228 +[2025-03-20 15:45:21,593 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 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15:45:33,911 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 188/228 +[2025-03-20 15:45:33,980 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 189/228 +[2025-03-20 15:45:34,048 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 190/228 +[2025-03-20 15:45:34,118 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 191/228 +[2025-03-20 15:45:34,202 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 192/228 +[2025-03-20 15:45:34,271 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 193/228 +[2025-03-20 15:45:34,341 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 194/228 +[2025-03-20 15:45:34,411 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 195/228 +[2025-03-20 15:45:34,481 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 196/228 +[2025-03-20 15:45:34,551 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 197/228 +[2025-03-20 15:45:34,621 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 198/228 +[2025-03-20 15:45:34,690 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 199/228 +[2025-03-20 15:45:34,762 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 200/228 +[2025-03-20 15:45:34,831 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 201/228 +[2025-03-20 15:45:34,901 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 202/228 +[2025-03-20 15:45:34,985 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 203/228 +[2025-03-20 15:45:35,066 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 204/228 +[2025-03-20 15:45:35,144 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 205/228 +[2025-03-20 15:45:35,221 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 206/228 +[2025-03-20 15:45:35,299 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 207/228 +[2025-03-20 15:45:35,374 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 208/228 +[2025-03-20 15:45:35,454 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 209/228 +[2025-03-20 15:45:35,540 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 210/228 +[2025-03-20 15:45:35,625 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 211/228 +[2025-03-20 15:45:35,713 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 212/228 +[2025-03-20 15:45:35,789 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 213/228 +[2025-03-20 15:45:35,863 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 214/228 +[2025-03-20 15:45:35,936 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 215/228 +[2025-03-20 15:45:36,010 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 216/228 +[2025-03-20 15:45:36,084 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 217/228 +[2025-03-20 15:45:36,159 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 218/228 +[2025-03-20 15:45:36,235 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 219/228 +[2025-03-20 15:45:36,389 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 220/228 +[2025-03-20 15:45:36,463 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 221/228 +[2025-03-20 15:45:36,536 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 222/228 +[2025-03-20 15:45:36,614 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 223/228 +[2025-03-20 15:45:36,689 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 224/228 +[2025-03-20 15:45:36,763 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 225/228 +[2025-03-20 15:45:36,837 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 226/228 +[2025-03-20 15:45:36,912 INFO test.py line 201 4037470] Test: 10/34-Area_5-office_15, Batch: 227/228 +[2025-03-20 15:45:36,973 INFO test.py line 291 4037470] Test: Area_5-office_15 [10/34]-1317779 Batch 16.183 (12.773) Accuracy 0.8936 (0.7971) mIoU 0.8023 (0.7661) +[2025-03-20 15:45:37,034 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 0/236 +[2025-03-20 15:45:37,073 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 1/236 +[2025-03-20 15:45:37,113 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 2/236 +[2025-03-20 15:45:37,164 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 3/236 +[2025-03-20 15:45:37,215 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 4/236 +[2025-03-20 15:45:37,256 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 5/236 +[2025-03-20 15:45:37,295 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 6/236 +[2025-03-20 15:45:37,334 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 7/236 +[2025-03-20 15:45:37,375 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 8/236 +[2025-03-20 15:45:37,414 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 9/236 +[2025-03-20 15:45:37,454 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 10/236 +[2025-03-20 15:45:37,501 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 11/236 +[2025-03-20 15:45:37,542 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 12/236 +[2025-03-20 15:45:37,582 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 13/236 +[2025-03-20 15:45:37,623 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 14/236 +[2025-03-20 15:45:37,663 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 15/236 +[2025-03-20 15:45:37,702 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 16/236 +[2025-03-20 15:45:37,749 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 17/236 +[2025-03-20 15:45:37,845 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 18/236 +[2025-03-20 15:45:37,884 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 19/236 +[2025-03-20 15:45:37,923 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 20/236 +[2025-03-20 15:45:37,963 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 21/236 +[2025-03-20 15:45:38,003 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 22/236 +[2025-03-20 15:45:38,041 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 23/236 +[2025-03-20 15:45:38,079 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 24/236 +[2025-03-20 15:45:38,119 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 25/236 +[2025-03-20 15:45:38,157 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 26/236 +[2025-03-20 15:45:38,196 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 27/236 +[2025-03-20 15:45:38,237 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 28/236 +[2025-03-20 15:45:38,281 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 29/236 +[2025-03-20 15:45:38,322 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 30/236 +[2025-03-20 15:45:38,370 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 31/236 +[2025-03-20 15:45:38,412 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 32/236 +[2025-03-20 15:45:38,452 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 33/236 +[2025-03-20 15:45:38,494 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 34/236 +[2025-03-20 15:45:38,540 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 35/236 +[2025-03-20 15:45:38,582 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 36/236 +[2025-03-20 15:45:38,622 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 37/236 +[2025-03-20 15:45:38,663 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 38/236 +[2025-03-20 15:45:38,710 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 39/236 +[2025-03-20 15:45:38,753 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 40/236 +[2025-03-20 15:45:38,794 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 41/236 +[2025-03-20 15:45:38,835 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 42/236 +[2025-03-20 15:45:38,882 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 43/236 +[2025-03-20 15:45:38,924 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 44/236 +[2025-03-20 15:45:38,965 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 45/236 +[2025-03-20 15:45:39,007 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 46/236 +[2025-03-20 15:45:39,050 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 47/236 +[2025-03-20 15:45:39,093 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 48/236 +[2025-03-20 15:45:39,133 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 49/236 +[2025-03-20 15:45:39,174 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 50/236 +[2025-03-20 15:45:39,224 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 51/236 +[2025-03-20 15:45:39,265 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 52/236 +[2025-03-20 15:45:39,305 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 53/236 +[2025-03-20 15:45:39,346 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 54/236 +[2025-03-20 15:45:39,390 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 55/236 +[2025-03-20 15:45:39,433 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 56/236 +[2025-03-20 15:45:39,475 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 57/236 +[2025-03-20 15:45:39,533 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 58/236 +[2025-03-20 15:45:39,589 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 59/236 +[2025-03-20 15:45:39,647 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 60/236 +[2025-03-20 15:45:39,699 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 61/236 +[2025-03-20 15:45:39,744 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 62/236 +[2025-03-20 15:45:39,787 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 63/236 +[2025-03-20 15:45:39,829 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 64/236 +[2025-03-20 15:45:39,888 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 65/236 +[2025-03-20 15:45:39,932 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 66/236 +[2025-03-20 15:45:39,975 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 67/236 +[2025-03-20 15:45:40,021 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 68/236 +[2025-03-20 15:45:40,066 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 69/236 +[2025-03-20 15:45:40,108 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 70/236 +[2025-03-20 15:45:40,151 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 71/236 +[2025-03-20 15:45:40,195 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 72/236 +[2025-03-20 15:45:40,238 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 73/236 +[2025-03-20 15:45:40,281 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 74/236 +[2025-03-20 15:45:40,326 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 75/236 +[2025-03-20 15:45:40,370 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 76/236 +[2025-03-20 15:45:40,425 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 77/236 +[2025-03-20 15:45:40,468 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 78/236 +[2025-03-20 15:45:40,511 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 79/236 +[2025-03-20 15:45:40,564 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 80/236 +[2025-03-20 15:45:40,611 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 81/236 +[2025-03-20 15:45:40,655 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 82/236 +[2025-03-20 15:45:40,700 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 83/236 +[2025-03-20 15:45:40,753 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 84/236 +[2025-03-20 15:45:40,799 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 85/236 +[2025-03-20 15:45:40,844 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 86/236 +[2025-03-20 15:45:40,889 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 87/236 +[2025-03-20 15:45:40,943 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 88/236 +[2025-03-20 15:45:40,989 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 89/236 +[2025-03-20 15:45:41,034 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 90/236 +[2025-03-20 15:45:41,081 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 91/236 +[2025-03-20 15:45:41,136 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 92/236 +[2025-03-20 15:45:41,181 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 93/236 +[2025-03-20 15:45:41,226 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 94/236 +[2025-03-20 15:45:41,270 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 95/236 +[2025-03-20 15:45:41,315 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 96/236 +[2025-03-20 15:45:41,363 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 97/236 +[2025-03-20 15:45:41,410 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 98/236 +[2025-03-20 15:45:41,454 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 99/236 +[2025-03-20 15:45:41,502 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 100/236 +[2025-03-20 15:45:41,550 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 101/236 +[2025-03-20 15:45:41,596 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 102/236 +[2025-03-20 15:45:41,642 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 103/236 +[2025-03-20 15:45:41,696 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 104/236 +[2025-03-20 15:45:41,744 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 105/236 +[2025-03-20 15:45:41,791 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 106/236 +[2025-03-20 15:45:41,837 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 107/236 +[2025-03-20 15:45:41,899 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 108/236 +[2025-03-20 15:45:41,948 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 109/236 +[2025-03-20 15:45:41,995 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 110/236 +[2025-03-20 15:45:42,065 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 111/236 +[2025-03-20 15:45:42,112 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 112/236 +[2025-03-20 15:45:42,160 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 113/236 +[2025-03-20 15:45:42,206 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 114/236 +[2025-03-20 15:45:42,253 INFO test.py line 201 4037470] Test: 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15:45:43,100 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 135/236 +[2025-03-20 15:45:43,140 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 136/236 +[2025-03-20 15:45:43,182 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 137/236 +[2025-03-20 15:45:43,221 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 138/236 +[2025-03-20 15:45:43,261 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 139/236 +[2025-03-20 15:45:43,361 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 140/236 +[2025-03-20 15:45:43,401 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 141/236 +[2025-03-20 15:45:43,440 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 142/236 +[2025-03-20 15:45:43,480 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 143/236 +[2025-03-20 15:45:43,519 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 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15:45:44,964 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 174/236 +[2025-03-20 15:45:45,017 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 175/236 +[2025-03-20 15:45:45,067 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 176/236 +[2025-03-20 15:45:45,118 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 177/236 +[2025-03-20 15:45:45,173 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 178/236 +[2025-03-20 15:45:45,220 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 179/236 +[2025-03-20 15:45:45,275 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 180/236 +[2025-03-20 15:45:45,328 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 181/236 +[2025-03-20 15:45:45,385 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 182/236 +[2025-03-20 15:45:45,448 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 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15:45:47,095 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 213/236 +[2025-03-20 15:45:47,152 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 214/236 +[2025-03-20 15:45:47,209 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 215/236 +[2025-03-20 15:45:47,259 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 216/236 +[2025-03-20 15:45:47,316 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 217/236 +[2025-03-20 15:45:47,375 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 218/236 +[2025-03-20 15:45:47,435 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 219/236 +[2025-03-20 15:45:47,489 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 220/236 +[2025-03-20 15:45:47,551 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 221/236 +[2025-03-20 15:45:47,614 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 222/236 +[2025-03-20 15:45:47,675 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 223/236 +[2025-03-20 15:45:47,733 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 224/236 +[2025-03-20 15:45:47,792 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 225/236 +[2025-03-20 15:45:47,851 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 226/236 +[2025-03-20 15:45:47,912 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 227/236 +[2025-03-20 15:45:47,993 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 228/236 +[2025-03-20 15:45:48,059 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 229/236 +[2025-03-20 15:45:48,128 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 230/236 +[2025-03-20 15:45:48,187 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 231/236 +[2025-03-20 15:45:48,236 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 232/236 +[2025-03-20 15:45:48,285 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 233/236 +[2025-03-20 15:45:48,333 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 234/236 +[2025-03-20 15:45:48,385 INFO test.py line 201 4037470] Test: 11/34-Area_5-office_25, Batch: 235/236 +[2025-03-20 15:45:48,422 INFO test.py line 291 4037470] Test: Area_5-office_25 [11/34]-633286 Batch 11.448 (12.652) Accuracy 0.9240 (0.7977) mIoU 0.8742 (0.7653) +[2025-03-20 15:45:48,519 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 0/188 +[2025-03-20 15:45:48,569 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 1/188 +[2025-03-20 15:45:48,635 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 2/188 +[2025-03-20 15:45:48,684 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 3/188 +[2025-03-20 15:45:48,733 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 4/188 +[2025-03-20 15:45:48,782 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 5/188 +[2025-03-20 15:45:48,832 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 6/188 +[2025-03-20 15:45:48,881 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 7/188 +[2025-03-20 15:45:48,931 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 8/188 +[2025-03-20 15:45:48,980 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 9/188 +[2025-03-20 15:45:49,029 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 10/188 +[2025-03-20 15:45:49,078 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 11/188 +[2025-03-20 15:45:49,128 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 12/188 +[2025-03-20 15:45:49,177 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 13/188 +[2025-03-20 15:45:49,226 INFO test.py line 201 4037470] Test: 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line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 34/188 +[2025-03-20 15:45:50,330 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 35/188 +[2025-03-20 15:45:50,388 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 36/188 +[2025-03-20 15:45:50,441 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 37/188 +[2025-03-20 15:45:50,493 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 38/188 +[2025-03-20 15:45:50,546 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 39/188 +[2025-03-20 15:45:50,604 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 40/188 +[2025-03-20 15:45:50,662 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 41/188 +[2025-03-20 15:45:50,719 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 42/188 +[2025-03-20 15:45:50,776 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 43/188 +[2025-03-20 15:45:50,833 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+[2025-03-20 15:45:51,991 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 64/188 +[2025-03-20 15:45:52,050 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 65/188 +[2025-03-20 15:45:52,108 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 66/188 +[2025-03-20 15:45:52,167 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 67/188 +[2025-03-20 15:45:52,226 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 68/188 +[2025-03-20 15:45:52,286 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 69/188 +[2025-03-20 15:45:52,345 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 70/188 +[2025-03-20 15:45:52,403 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 71/188 +[2025-03-20 15:45:52,462 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 72/188 +[2025-03-20 15:45:52,520 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, 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+[2025-03-20 15:45:55,131 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 113/188 +[2025-03-20 15:45:55,187 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 114/188 +[2025-03-20 15:45:55,240 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 115/188 +[2025-03-20 15:45:55,292 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 116/188 +[2025-03-20 15:45:55,345 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 117/188 +[2025-03-20 15:45:55,399 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 118/188 +[2025-03-20 15:45:55,452 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 119/188 +[2025-03-20 15:45:55,506 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 120/188 +[2025-03-20 15:45:55,559 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 121/188 +[2025-03-20 15:45:55,612 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 12/34-Area_5-office_11, Batch: 171/188 +[2025-03-20 15:45:58,324 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 172/188 +[2025-03-20 15:45:58,380 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 173/188 +[2025-03-20 15:45:58,435 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 174/188 +[2025-03-20 15:45:58,491 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 175/188 +[2025-03-20 15:45:58,547 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 176/188 +[2025-03-20 15:45:58,602 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 177/188 +[2025-03-20 15:45:58,658 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 178/188 +[2025-03-20 15:45:58,713 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 179/188 +[2025-03-20 15:45:58,769 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 180/188 +[2025-03-20 15:45:58,828 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 181/188 +[2025-03-20 15:45:58,884 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 182/188 +[2025-03-20 15:45:58,942 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 183/188 +[2025-03-20 15:45:59,001 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 184/188 +[2025-03-20 15:45:59,059 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 185/188 +[2025-03-20 15:45:59,117 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 186/188 +[2025-03-20 15:45:59,175 INFO test.py line 201 4037470] Test: 12/34-Area_5-office_11, Batch: 187/188 +[2025-03-20 15:45:59,217 INFO test.py line 291 4037470] Test: Area_5-office_11 [12/34]-868668 Batch 10.795 (12.497) Accuracy 0.9702 (0.8028) mIoU 0.8198 (0.7714) +[2025-03-20 15:45:59,330 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 0/200 +[2025-03-20 15:45:59,377 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 1/200 +[2025-03-20 15:45:59,422 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 2/200 +[2025-03-20 15:45:59,467 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 3/200 +[2025-03-20 15:45:59,511 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 4/200 +[2025-03-20 15:45:59,556 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 5/200 +[2025-03-20 15:45:59,602 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 6/200 +[2025-03-20 15:45:59,663 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 7/200 +[2025-03-20 15:45:59,710 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 8/200 +[2025-03-20 15:45:59,768 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 9/200 +[2025-03-20 15:45:59,818 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 10/200 +[2025-03-20 15:45:59,866 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 11/200 +[2025-03-20 15:45:59,917 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 12/200 +[2025-03-20 15:45:59,969 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 13/200 +[2025-03-20 15:46:00,020 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 14/200 +[2025-03-20 15:46:00,071 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 15/200 +[2025-03-20 15:46:00,123 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 16/200 +[2025-03-20 15:46:00,177 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 17/200 +[2025-03-20 15:46:00,230 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 18/200 +[2025-03-20 15:46:00,282 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 19/200 +[2025-03-20 15:46:00,334 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 20/200 +[2025-03-20 15:46:00,394 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 21/200 +[2025-03-20 15:46:00,446 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 22/200 +[2025-03-20 15:46:00,505 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 23/200 +[2025-03-20 15:46:00,553 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 24/200 +[2025-03-20 15:46:00,605 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 25/200 +[2025-03-20 15:46:00,660 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 26/200 +[2025-03-20 15:46:00,712 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 27/200 +[2025-03-20 15:46:00,765 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 28/200 +[2025-03-20 15:46:00,819 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 29/200 +[2025-03-20 15:46:00,876 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 30/200 +[2025-03-20 15:46:00,929 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 31/200 +[2025-03-20 15:46:00,984 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 32/200 +[2025-03-20 15:46:01,047 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 33/200 +[2025-03-20 15:46:01,096 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 34/200 +[2025-03-20 15:46:01,151 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 35/200 +[2025-03-20 15:46:01,205 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 36/200 +[2025-03-20 15:46:01,259 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 37/200 +[2025-03-20 15:46:01,312 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 38/200 +[2025-03-20 15:46:01,366 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 39/200 +[2025-03-20 15:46:01,414 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 40/200 +[2025-03-20 15:46:01,468 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 41/200 +[2025-03-20 15:46:01,530 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 42/200 +[2025-03-20 15:46:01,580 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 43/200 +[2025-03-20 15:46:01,637 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 44/200 +[2025-03-20 15:46:01,696 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 45/200 +[2025-03-20 15:46:01,754 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 46/200 +[2025-03-20 15:46:01,810 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 47/200 +[2025-03-20 15:46:01,872 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 48/200 +[2025-03-20 15:46:01,934 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 49/200 +[2025-03-20 15:46:01,993 INFO test.py line 201 4037470] Test: 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4037470] Test: 13/34-Area_5-office_12, Batch: 60/200 +[2025-03-20 15:46:02,634 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 61/200 +[2025-03-20 15:46:02,696 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 62/200 +[2025-03-20 15:46:02,758 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 63/200 +[2025-03-20 15:46:02,820 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 64/200 +[2025-03-20 15:46:02,883 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 65/200 +[2025-03-20 15:46:02,945 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 66/200 +[2025-03-20 15:46:03,005 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 67/200 +[2025-03-20 15:46:03,061 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 68/200 +[2025-03-20 15:46:03,124 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 69/200 +[2025-03-20 15:46:03,182 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 70/200 +[2025-03-20 15:46:03,248 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 71/200 +[2025-03-20 15:46:03,301 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 72/200 +[2025-03-20 15:46:03,363 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 73/200 +[2025-03-20 15:46:03,425 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 74/200 +[2025-03-20 15:46:03,491 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 75/200 +[2025-03-20 15:46:03,554 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 76/200 +[2025-03-20 15:46:03,615 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 77/200 +[2025-03-20 15:46:03,676 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 78/200 +[2025-03-20 15:46:03,737 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 79/200 +[2025-03-20 15:46:03,806 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 80/200 +[2025-03-20 15:46:03,870 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 81/200 +[2025-03-20 15:46:03,928 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 82/200 +[2025-03-20 15:46:03,989 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 83/200 +[2025-03-20 15:46:04,055 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 84/200 +[2025-03-20 15:46:04,117 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 85/200 +[2025-03-20 15:46:04,177 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 86/200 +[2025-03-20 15:46:04,240 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 87/200 +[2025-03-20 15:46:04,300 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 88/200 +[2025-03-20 15:46:04,365 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 89/200 +[2025-03-20 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+[2025-03-20 15:46:05,073 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 100/200 +[2025-03-20 15:46:05,121 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 101/200 +[2025-03-20 15:46:05,171 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 102/200 +[2025-03-20 15:46:05,217 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 103/200 +[2025-03-20 15:46:05,269 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 104/200 +[2025-03-20 15:46:05,318 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 105/200 +[2025-03-20 15:46:05,364 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 106/200 +[2025-03-20 15:46:05,411 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 107/200 +[2025-03-20 15:46:05,466 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 108/200 +[2025-03-20 15:46:05,516 INFO test.py line 201 4037470] Test: 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15:46:08,830 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 168/200 +[2025-03-20 15:46:08,900 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 169/200 +[2025-03-20 15:46:08,973 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 170/200 +[2025-03-20 15:46:09,035 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 171/200 +[2025-03-20 15:46:09,095 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 172/200 +[2025-03-20 15:46:09,153 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 173/200 +[2025-03-20 15:46:09,213 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 174/200 +[2025-03-20 15:46:09,272 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 175/200 +[2025-03-20 15:46:09,333 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 176/200 +[2025-03-20 15:46:09,392 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 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201 4037470] Test: 13/34-Area_5-office_12, Batch: 197/200 +[2025-03-20 15:46:10,712 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 198/200 +[2025-03-20 15:46:10,775 INFO test.py line 201 4037470] Test: 13/34-Area_5-office_12, Batch: 199/200 +[2025-03-20 15:46:10,826 INFO test.py line 291 4037470] Test: Area_5-office_12 [13/34]-844731 Batch 11.608 (12.429) Accuracy 0.9203 (0.8063) mIoU 0.8295 (0.7731) +[2025-03-20 15:46:50,055 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 0/320 +[2025-03-20 15:46:50,138 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 1/320 +[2025-03-20 15:46:50,218 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 2/320 +[2025-03-20 15:46:50,302 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 3/320 +[2025-03-20 15:46:50,383 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 4/320 +[2025-03-20 15:46:50,462 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 5/320 +[2025-03-20 15:46:50,540 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 6/320 +[2025-03-20 15:46:50,785 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 7/320 +[2025-03-20 15:46:50,881 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 8/320 +[2025-03-20 15:46:50,964 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 9/320 +[2025-03-20 15:46:51,044 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 10/320 +[2025-03-20 15:46:51,133 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 11/320 +[2025-03-20 15:46:51,220 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 12/320 +[2025-03-20 15:46:51,304 INFO test.py line 201 4037470] Test: 14/34-Area_5-conferenceRoom_2, Batch: 13/320 +[2025-03-20 15:46:51,379 INFO test.py line 201 4037470] Test: 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Area_5-conferenceRoom_2 [14/34]-1922357 Batch 29.837 (13.672) Accuracy 0.9488 (0.8183) mIoU 0.8196 (0.7871) +[2025-03-20 15:47:19,789 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 0/224 +[2025-03-20 15:47:19,818 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 1/224 +[2025-03-20 15:47:19,854 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 2/224 +[2025-03-20 15:47:19,899 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 3/224 +[2025-03-20 15:47:19,938 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 4/224 +[2025-03-20 15:47:19,980 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 5/224 +[2025-03-20 15:47:20,012 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 6/224 +[2025-03-20 15:47:20,044 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 7/224 +[2025-03-20 15:47:20,076 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 8/224 +[2025-03-20 15:47:20,108 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 9/224 +[2025-03-20 15:47:20,140 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 10/224 +[2025-03-20 15:47:20,173 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 11/224 +[2025-03-20 15:47:20,222 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 12/224 +[2025-03-20 15:47:20,262 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 13/224 +[2025-03-20 15:47:20,296 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 14/224 +[2025-03-20 15:47:20,330 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 15/224 +[2025-03-20 15:47:20,364 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 16/224 +[2025-03-20 15:47:20,399 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 17/224 +[2025-03-20 15:47:20,431 INFO test.py line 201 4037470] Test: 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4037470] Test: 15/34-Area_5-storage_3, Batch: 28/224 +[2025-03-20 15:47:20,931 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 29/224 +[2025-03-20 15:47:20,963 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 30/224 +[2025-03-20 15:47:20,999 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 31/224 +[2025-03-20 15:47:21,032 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 32/224 +[2025-03-20 15:47:21,066 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 33/224 +[2025-03-20 15:47:21,100 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 34/224 +[2025-03-20 15:47:21,134 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 35/224 +[2025-03-20 15:47:21,168 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 36/224 +[2025-03-20 15:47:21,203 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 37/224 +[2025-03-20 15:47:21,245 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 38/224 +[2025-03-20 15:47:21,287 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 39/224 +[2025-03-20 15:47:21,342 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 40/224 +[2025-03-20 15:47:21,385 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 41/224 +[2025-03-20 15:47:21,424 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 42/224 +[2025-03-20 15:47:21,459 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 43/224 +[2025-03-20 15:47:21,494 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 44/224 +[2025-03-20 15:47:21,528 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 45/224 +[2025-03-20 15:47:21,565 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 46/224 +[2025-03-20 15:47:21,599 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 47/224 +[2025-03-20 15:47:21,633 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 48/224 +[2025-03-20 15:47:21,673 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 49/224 +[2025-03-20 15:47:21,708 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 50/224 +[2025-03-20 15:47:21,742 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 51/224 +[2025-03-20 15:47:21,777 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 52/224 +[2025-03-20 15:47:21,848 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 53/224 +[2025-03-20 15:47:21,893 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 54/224 +[2025-03-20 15:47:21,927 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 55/224 +[2025-03-20 15:47:21,971 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 56/224 +[2025-03-20 15:47:22,005 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 57/224 +[2025-03-20 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+[2025-03-20 15:47:22,422 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 68/224 +[2025-03-20 15:47:22,457 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 69/224 +[2025-03-20 15:47:22,506 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 70/224 +[2025-03-20 15:47:22,541 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 71/224 +[2025-03-20 15:47:22,582 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 72/224 +[2025-03-20 15:47:22,626 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 73/224 +[2025-03-20 15:47:22,666 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 74/224 +[2025-03-20 15:47:22,717 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 75/224 +[2025-03-20 15:47:22,754 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 76/224 +[2025-03-20 15:47:22,791 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, 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201 4037470] Test: 15/34-Area_5-storage_3, Batch: 214/224 +[2025-03-20 15:47:26,746 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 215/224 +[2025-03-20 15:47:26,772 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 216/224 +[2025-03-20 15:47:26,798 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 217/224 +[2025-03-20 15:47:26,824 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 218/224 +[2025-03-20 15:47:26,850 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 219/224 +[2025-03-20 15:47:26,875 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 220/224 +[2025-03-20 15:47:26,900 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 221/224 +[2025-03-20 15:47:26,925 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 222/224 +[2025-03-20 15:47:26,950 INFO test.py line 201 4037470] Test: 15/34-Area_5-storage_3, Batch: 223/224 +[2025-03-20 15:47:26,958 INFO test.py line 291 4037470] Test: Area_5-storage_3 [15/34]-175538 Batch 7.211 (13.242) Accuracy 0.8204 (0.8164) mIoU 0.3084 (0.7846) +[2025-03-20 15:47:27,012 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 0/180 +[2025-03-20 15:47:27,055 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 1/180 +[2025-03-20 15:47:27,097 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 2/180 +[2025-03-20 15:47:27,140 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 3/180 +[2025-03-20 15:47:27,182 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 4/180 +[2025-03-20 15:47:27,225 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 5/180 +[2025-03-20 15:47:27,268 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 6/180 +[2025-03-20 15:47:27,312 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 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15:47:27,740 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 17/180 +[2025-03-20 15:47:27,782 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 18/180 +[2025-03-20 15:47:27,825 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 19/180 +[2025-03-20 15:47:27,868 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 20/180 +[2025-03-20 15:47:27,915 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 21/180 +[2025-03-20 15:47:27,961 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 22/180 +[2025-03-20 15:47:28,007 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 23/180 +[2025-03-20 15:47:28,052 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 24/180 +[2025-03-20 15:47:28,098 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 25/180 +[2025-03-20 15:47:28,144 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 26/180 +[2025-03-20 15:47:28,190 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 27/180 +[2025-03-20 15:47:28,236 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 28/180 +[2025-03-20 15:47:28,282 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 29/180 +[2025-03-20 15:47:28,327 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 30/180 +[2025-03-20 15:47:28,375 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 31/180 +[2025-03-20 15:47:28,422 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 32/180 +[2025-03-20 15:47:28,468 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 33/180 +[2025-03-20 15:47:28,518 INFO test.py line 201 4037470] Test: 16/34-Area_5-conferenceRoom_1, Batch: 34/180 +[2025-03-20 15:47:28,564 INFO test.py line 201 4037470] Test: 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16/34-Area_5-conferenceRoom_1, Batch: 179/180 +[2025-03-20 15:47:36,662 INFO test.py line 291 4037470] Test: Area_5-conferenceRoom_1 [16/34]-1047554 Batch 9.704 (13.021) Accuracy 0.8973 (0.8136) mIoU 0.7251 (0.7817) +[2025-03-20 15:47:36,726 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 0/188 +[2025-03-20 15:47:36,769 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 1/188 +[2025-03-20 15:47:36,825 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 2/188 +[2025-03-20 15:47:36,869 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 3/188 +[2025-03-20 15:47:36,912 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 4/188 +[2025-03-20 15:47:36,962 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 5/188 +[2025-03-20 15:47:37,007 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 6/188 +[2025-03-20 15:47:37,051 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 7/188 +[2025-03-20 15:47:37,104 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 8/188 +[2025-03-20 15:47:37,148 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 9/188 +[2025-03-20 15:47:37,191 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 10/188 +[2025-03-20 15:47:37,243 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 11/188 +[2025-03-20 15:47:37,286 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 12/188 +[2025-03-20 15:47:37,329 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 13/188 +[2025-03-20 15:47:37,389 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 14/188 +[2025-03-20 15:47:37,445 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 15/188 +[2025-03-20 15:47:37,491 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 16/188 +[2025-03-20 15:47:37,534 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 17/188 +[2025-03-20 15:47:37,578 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 18/188 +[2025-03-20 15:47:37,630 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 19/188 +[2025-03-20 15:47:37,674 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 20/188 +[2025-03-20 15:47:37,724 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 21/188 +[2025-03-20 15:47:37,770 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 22/188 +[2025-03-20 15:47:37,822 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 23/188 +[2025-03-20 15:47:37,881 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 24/188 +[2025-03-20 15:47:37,931 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 25/188 +[2025-03-20 15:47:37,978 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 26/188 +[2025-03-20 15:47:38,024 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, 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Batch: 97/188 +[2025-03-20 15:47:42,248 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 98/188 +[2025-03-20 15:47:42,300 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 99/188 +[2025-03-20 15:47:42,349 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 100/188 +[2025-03-20 15:47:42,398 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 101/188 +[2025-03-20 15:47:42,454 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 102/188 +[2025-03-20 15:47:42,502 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 103/188 +[2025-03-20 15:47:42,549 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 104/188 +[2025-03-20 15:47:42,606 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 105/188 +[2025-03-20 15:47:42,654 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 106/188 +[2025-03-20 15:47:42,703 INFO test.py line 201 4037470] Test: 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4037470] Test: 17/34-Area_5-office_4, Batch: 117/188 +[2025-03-20 15:47:43,273 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 118/188 +[2025-03-20 15:47:43,323 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 119/188 +[2025-03-20 15:47:43,374 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 120/188 +[2025-03-20 15:47:43,423 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 121/188 +[2025-03-20 15:47:43,475 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 122/188 +[2025-03-20 15:47:43,525 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 123/188 +[2025-03-20 15:47:43,587 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 124/188 +[2025-03-20 15:47:43,638 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 125/188 +[2025-03-20 15:47:43,688 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 126/188 +[2025-03-20 15:47:43,747 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 127/188 +[2025-03-20 15:47:43,798 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 128/188 +[2025-03-20 15:47:43,851 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 129/188 +[2025-03-20 15:47:43,902 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 130/188 +[2025-03-20 15:47:43,954 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 131/188 +[2025-03-20 15:47:44,004 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 132/188 +[2025-03-20 15:47:44,057 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 133/188 +[2025-03-20 15:47:44,108 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 134/188 +[2025-03-20 15:47:44,159 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 135/188 +[2025-03-20 15:47:44,218 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 136/188 +[2025-03-20 15:47:44,274 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 137/188 +[2025-03-20 15:47:44,327 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 138/188 +[2025-03-20 15:47:44,380 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 139/188 +[2025-03-20 15:47:44,435 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 140/188 +[2025-03-20 15:47:44,489 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 141/188 +[2025-03-20 15:47:44,544 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 142/188 +[2025-03-20 15:47:44,599 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 143/188 +[2025-03-20 15:47:44,651 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 144/188 +[2025-03-20 15:47:44,703 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 145/188 +[2025-03-20 15:47:44,756 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 146/188 +[2025-03-20 15:47:44,810 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 147/188 +[2025-03-20 15:47:44,862 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 148/188 +[2025-03-20 15:47:44,914 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 149/188 +[2025-03-20 15:47:44,966 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 150/188 +[2025-03-20 15:47:45,019 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 151/188 +[2025-03-20 15:47:45,076 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 152/188 +[2025-03-20 15:47:45,131 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 153/188 +[2025-03-20 15:47:45,186 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 154/188 +[2025-03-20 15:47:45,241 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 155/188 +[2025-03-20 15:47:45,296 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 156/188 +[2025-03-20 15:47:45,351 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 157/188 +[2025-03-20 15:47:45,406 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 158/188 +[2025-03-20 15:47:45,460 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 159/188 +[2025-03-20 15:47:45,514 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 160/188 +[2025-03-20 15:47:45,569 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 161/188 +[2025-03-20 15:47:45,623 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 162/188 +[2025-03-20 15:47:45,678 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 163/188 +[2025-03-20 15:47:45,733 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 164/188 +[2025-03-20 15:47:45,789 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 165/188 +[2025-03-20 15:47:45,844 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 166/188 +[2025-03-20 15:47:45,898 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 167/188 +[2025-03-20 15:47:45,954 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 168/188 +[2025-03-20 15:47:46,008 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 169/188 +[2025-03-20 15:47:46,063 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 170/188 +[2025-03-20 15:47:46,117 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 171/188 +[2025-03-20 15:47:46,177 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 172/188 +[2025-03-20 15:47:46,234 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 173/188 +[2025-03-20 15:47:46,291 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 174/188 +[2025-03-20 15:47:46,348 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 175/188 +[2025-03-20 15:47:46,405 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 176/188 +[2025-03-20 15:47:46,461 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 177/188 +[2025-03-20 15:47:46,518 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 178/188 +[2025-03-20 15:47:46,575 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 179/188 +[2025-03-20 15:47:46,632 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 180/188 +[2025-03-20 15:47:46,688 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 181/188 +[2025-03-20 15:47:46,745 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 182/188 +[2025-03-20 15:47:46,803 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 183/188 +[2025-03-20 15:47:46,860 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 184/188 +[2025-03-20 15:47:46,917 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 185/188 +[2025-03-20 15:47:46,974 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 186/188 +[2025-03-20 15:47:47,030 INFO test.py line 201 4037470] Test: 17/34-Area_5-office_4, Batch: 187/188 +[2025-03-20 15:47:47,072 INFO test.py line 291 4037470] Test: Area_5-office_4 [17/34]-820397 Batch 10.409 (12.867) Accuracy 0.9684 (0.8174) mIoU 0.8997 (0.7849) +[2025-03-20 15:48:03,294 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 0/270 +[2025-03-20 15:48:03,356 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 1/270 +[2025-03-20 15:48:03,414 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 2/270 +[2025-03-20 15:48:03,471 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 3/270 +[2025-03-20 15:48:03,529 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 4/270 +[2025-03-20 15:48:03,586 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 5/270 +[2025-03-20 15:48:03,644 INFO test.py line 201 4037470] Test: 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Test: 18/34-Area_5-office_41, Batch: 16/270 +[2025-03-20 15:48:04,370 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 17/270 +[2025-03-20 15:48:04,447 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 18/270 +[2025-03-20 15:48:04,513 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 19/270 +[2025-03-20 15:48:04,582 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 20/270 +[2025-03-20 15:48:04,651 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 21/270 +[2025-03-20 15:48:04,736 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 22/270 +[2025-03-20 15:48:04,803 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 23/270 +[2025-03-20 15:48:04,872 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 24/270 +[2025-03-20 15:48:04,935 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 25/270 +[2025-03-20 15:48:05,001 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 26/270 +[2025-03-20 15:48:05,062 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 27/270 +[2025-03-20 15:48:05,133 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 28/270 +[2025-03-20 15:48:05,204 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 29/270 +[2025-03-20 15:48:05,270 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 30/270 +[2025-03-20 15:48:05,339 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 31/270 +[2025-03-20 15:48:05,404 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 32/270 +[2025-03-20 15:48:05,471 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 33/270 +[2025-03-20 15:48:05,536 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 34/270 +[2025-03-20 15:48:05,600 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 35/270 +[2025-03-20 15:48:05,665 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 36/270 +[2025-03-20 15:48:05,733 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 37/270 +[2025-03-20 15:48:05,798 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 38/270 +[2025-03-20 15:48:05,864 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 39/270 +[2025-03-20 15:48:05,929 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 40/270 +[2025-03-20 15:48:05,996 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 41/270 +[2025-03-20 15:48:06,062 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 42/270 +[2025-03-20 15:48:06,127 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 43/270 +[2025-03-20 15:48:06,196 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 44/270 +[2025-03-20 15:48:06,262 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 45/270 +[2025-03-20 15:48:06,328 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 46/270 +[2025-03-20 15:48:06,396 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 47/270 +[2025-03-20 15:48:06,461 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 48/270 +[2025-03-20 15:48:06,527 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 49/270 +[2025-03-20 15:48:06,592 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 50/270 +[2025-03-20 15:48:06,660 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 51/270 +[2025-03-20 15:48:06,726 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 52/270 +[2025-03-20 15:48:06,792 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 53/270 +[2025-03-20 15:48:06,859 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 54/270 +[2025-03-20 15:48:06,926 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 55/270 +[2025-03-20 15:48:06,990 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 56/270 +[2025-03-20 15:48:07,054 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 57/270 +[2025-03-20 15:48:07,117 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 58/270 +[2025-03-20 15:48:07,184 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 59/270 +[2025-03-20 15:48:07,257 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 60/270 +[2025-03-20 15:48:07,327 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 61/270 +[2025-03-20 15:48:07,398 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 62/270 +[2025-03-20 15:48:07,468 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 63/270 +[2025-03-20 15:48:07,538 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 64/270 +[2025-03-20 15:48:07,607 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 65/270 +[2025-03-20 15:48:07,677 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 66/270 +[2025-03-20 15:48:07,748 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 67/270 +[2025-03-20 15:48:07,820 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 68/270 +[2025-03-20 15:48:07,890 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 69/270 +[2025-03-20 15:48:07,958 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 70/270 +[2025-03-20 15:48:08,026 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 71/270 +[2025-03-20 15:48:08,093 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 72/270 +[2025-03-20 15:48:08,165 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 73/270 +[2025-03-20 15:48:08,235 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 74/270 +[2025-03-20 15:48:08,303 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 75/270 +[2025-03-20 15:48:08,370 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 76/270 +[2025-03-20 15:48:08,438 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 77/270 +[2025-03-20 15:48:08,505 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 78/270 +[2025-03-20 15:48:08,573 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 79/270 +[2025-03-20 15:48:08,641 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 80/270 +[2025-03-20 15:48:08,708 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 81/270 +[2025-03-20 15:48:08,776 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 82/270 +[2025-03-20 15:48:08,842 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 83/270 +[2025-03-20 15:48:08,930 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 84/270 +[2025-03-20 15:48:09,003 INFO test.py line 201 4037470] Test: 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15:48:22,419 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 261/270 +[2025-03-20 15:48:22,502 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 262/270 +[2025-03-20 15:48:22,584 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 263/270 +[2025-03-20 15:48:22,666 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 264/270 +[2025-03-20 15:48:22,747 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 265/270 +[2025-03-20 15:48:22,830 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 266/270 +[2025-03-20 15:48:22,912 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 267/270 +[2025-03-20 15:48:22,994 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 268/270 +[2025-03-20 15:48:23,078 INFO test.py line 201 4037470] Test: 18/34-Area_5-office_41, Batch: 269/270 +[2025-03-20 15:48:23,171 INFO test.py line 291 4037470] Test: Area_5-office_41 [18/34]-1423998 Batch 19.987 (13.263) Accuracy 0.9322 (0.8225) mIoU 0.8019 (0.7880) +[2025-03-20 15:48:23,248 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 0/234 +[2025-03-20 15:48:23,302 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 1/234 +[2025-03-20 15:48:23,359 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 2/234 +[2025-03-20 15:48:23,419 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 3/234 +[2025-03-20 15:48:23,485 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 4/234 +[2025-03-20 15:48:23,546 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 5/234 +[2025-03-20 15:48:23,599 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 6/234 +[2025-03-20 15:48:23,656 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 7/234 +[2025-03-20 15:48:23,711 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 8/234 +[2025-03-20 15:48:23,770 INFO test.py line 201 4037470] Test: 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+[2025-03-20 15:48:24,311 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 20/234 +[2025-03-20 15:48:24,355 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 21/234 +[2025-03-20 15:48:24,402 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 22/234 +[2025-03-20 15:48:24,444 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 23/234 +[2025-03-20 15:48:24,486 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 24/234 +[2025-03-20 15:48:24,545 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 25/234 +[2025-03-20 15:48:24,655 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 26/234 +[2025-03-20 15:48:24,703 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 27/234 +[2025-03-20 15:48:24,756 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 28/234 +[2025-03-20 15:48:24,802 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 29/234 +[2025-03-20 15:48:24,847 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 30/234 +[2025-03-20 15:48:24,890 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 31/234 +[2025-03-20 15:48:24,943 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 32/234 +[2025-03-20 15:48:24,988 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 33/234 +[2025-03-20 15:48:25,033 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 34/234 +[2025-03-20 15:48:25,076 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 35/234 +[2025-03-20 15:48:25,120 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 36/234 +[2025-03-20 15:48:25,167 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 37/234 +[2025-03-20 15:48:25,213 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 38/234 +[2025-03-20 15:48:25,258 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 39/234 +[2025-03-20 15:48:25,306 INFO test.py line 201 4037470] Test: 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+[2025-03-20 15:48:25,844 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 51/234 +[2025-03-20 15:48:25,889 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 52/234 +[2025-03-20 15:48:25,935 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 53/234 +[2025-03-20 15:48:25,983 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 54/234 +[2025-03-20 15:48:26,030 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 55/234 +[2025-03-20 15:48:26,077 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 56/234 +[2025-03-20 15:48:26,123 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 57/234 +[2025-03-20 15:48:26,172 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 58/234 +[2025-03-20 15:48:26,219 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 59/234 +[2025-03-20 15:48:26,274 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 60/234 +[2025-03-20 15:48:26,319 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 61/234 +[2025-03-20 15:48:26,366 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 62/234 +[2025-03-20 15:48:26,414 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 63/234 +[2025-03-20 15:48:26,460 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 64/234 +[2025-03-20 15:48:26,506 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 65/234 +[2025-03-20 15:48:26,550 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 66/234 +[2025-03-20 15:48:26,595 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 67/234 +[2025-03-20 15:48:26,640 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 68/234 +[2025-03-20 15:48:26,687 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 69/234 +[2025-03-20 15:48:26,735 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 70/234 +[2025-03-20 15:48:26,782 INFO test.py line 201 4037470] Test: 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+[2025-03-20 15:48:27,348 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 82/234 +[2025-03-20 15:48:27,393 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 83/234 +[2025-03-20 15:48:27,439 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 84/234 +[2025-03-20 15:48:27,487 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 85/234 +[2025-03-20 15:48:27,537 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 86/234 +[2025-03-20 15:48:27,585 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 87/234 +[2025-03-20 15:48:27,633 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 88/234 +[2025-03-20 15:48:27,679 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 89/234 +[2025-03-20 15:48:27,724 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 90/234 +[2025-03-20 15:48:27,772 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 91/234 +[2025-03-20 15:48:27,821 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 92/234 +[2025-03-20 15:48:27,872 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 93/234 +[2025-03-20 15:48:27,921 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 94/234 +[2025-03-20 15:48:27,977 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 95/234 +[2025-03-20 15:48:28,027 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 96/234 +[2025-03-20 15:48:28,075 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 97/234 +[2025-03-20 15:48:28,124 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 98/234 +[2025-03-20 15:48:28,171 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 99/234 +[2025-03-20 15:48:28,217 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 100/234 +[2025-03-20 15:48:28,270 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 101/234 +[2025-03-20 15:48:28,317 INFO test.py line 201 4037470] Test: 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15:48:29,310 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 123/234 +[2025-03-20 15:48:29,350 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 124/234 +[2025-03-20 15:48:29,388 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 125/234 +[2025-03-20 15:48:29,434 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 126/234 +[2025-03-20 15:48:29,494 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 127/234 +[2025-03-20 15:48:29,537 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 128/234 +[2025-03-20 15:48:29,584 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 129/234 +[2025-03-20 15:48:29,623 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 130/234 +[2025-03-20 15:48:29,661 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 131/234 +[2025-03-20 15:48:29,724 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 132/234 +[2025-03-20 15:48:29,780 INFO test.py line 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15:48:32,826 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 205/234 +[2025-03-20 15:48:32,870 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 206/234 +[2025-03-20 15:48:32,913 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 207/234 +[2025-03-20 15:48:32,957 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 208/234 +[2025-03-20 15:48:33,001 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 209/234 +[2025-03-20 15:48:33,044 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 210/234 +[2025-03-20 15:48:33,088 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 211/234 +[2025-03-20 15:48:33,131 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 212/234 +[2025-03-20 15:48:33,175 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 213/234 +[2025-03-20 15:48:33,222 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 214/234 +[2025-03-20 15:48:33,268 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 215/234 +[2025-03-20 15:48:33,313 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 216/234 +[2025-03-20 15:48:33,359 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 217/234 +[2025-03-20 15:48:33,404 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 218/234 +[2025-03-20 15:48:33,450 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 219/234 +[2025-03-20 15:48:33,495 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 220/234 +[2025-03-20 15:48:33,541 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 221/234 +[2025-03-20 15:48:33,587 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 222/234 +[2025-03-20 15:48:33,633 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 223/234 +[2025-03-20 15:48:33,678 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 224/234 +[2025-03-20 15:48:33,724 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 225/234 +[2025-03-20 15:48:33,769 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 226/234 +[2025-03-20 15:48:33,815 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 227/234 +[2025-03-20 15:48:33,860 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 228/234 +[2025-03-20 15:48:33,906 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 229/234 +[2025-03-20 15:48:33,951 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 230/234 +[2025-03-20 15:48:33,997 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 231/234 +[2025-03-20 15:48:34,042 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 232/234 +[2025-03-20 15:48:34,087 INFO test.py line 201 4037470] Test: 19/34-Area_5-WC_1, Batch: 233/234 +[2025-03-20 15:48:34,119 INFO test.py line 291 4037470] Test: Area_5-WC_1 [19/34]-719348 Batch 10.947 (13.141) Accuracy 0.8910 (0.8191) mIoU 0.7151 (0.7846) +[2025-03-20 15:48:34,181 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 0/192 +[2025-03-20 15:48:34,223 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 1/192 +[2025-03-20 15:48:34,268 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 2/192 +[2025-03-20 15:48:34,313 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 3/192 +[2025-03-20 15:48:34,355 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 4/192 +[2025-03-20 15:48:34,397 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 5/192 +[2025-03-20 15:48:34,455 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 6/192 +[2025-03-20 15:48:34,499 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 7/192 +[2025-03-20 15:48:34,541 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 8/192 +[2025-03-20 15:48:34,591 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 9/192 +[2025-03-20 15:48:34,636 INFO 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+[2025-03-20 15:48:35,585 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 30/192 +[2025-03-20 15:48:35,633 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 31/192 +[2025-03-20 15:48:35,678 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 32/192 +[2025-03-20 15:48:35,723 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 33/192 +[2025-03-20 15:48:35,778 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 34/192 +[2025-03-20 15:48:35,825 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 35/192 +[2025-03-20 15:48:35,869 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 36/192 +[2025-03-20 15:48:35,914 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 37/192 +[2025-03-20 15:48:35,966 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 38/192 +[2025-03-20 15:48:36,022 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 39/192 +[2025-03-20 15:48:36,068 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 40/192 +[2025-03-20 15:48:36,113 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 41/192 +[2025-03-20 15:48:36,159 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 42/192 +[2025-03-20 15:48:36,214 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 43/192 +[2025-03-20 15:48:36,274 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 44/192 +[2025-03-20 15:48:36,332 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 45/192 +[2025-03-20 15:48:36,415 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 46/192 +[2025-03-20 15:48:36,478 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 47/192 +[2025-03-20 15:48:36,558 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 48/192 +[2025-03-20 15:48:36,629 INFO test.py line 201 4037470] Test: 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line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 69/192 +[2025-03-20 15:48:37,819 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 70/192 +[2025-03-20 15:48:37,880 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 71/192 +[2025-03-20 15:48:37,941 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 72/192 +[2025-03-20 15:48:38,010 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 73/192 +[2025-03-20 15:48:38,090 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 74/192 +[2025-03-20 15:48:38,140 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 75/192 +[2025-03-20 15:48:38,201 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 76/192 +[2025-03-20 15:48:38,254 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 77/192 +[2025-03-20 15:48:38,307 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 78/192 +[2025-03-20 15:48:38,362 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 79/192 +[2025-03-20 15:48:38,414 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 80/192 +[2025-03-20 15:48:38,477 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 81/192 +[2025-03-20 15:48:38,543 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 82/192 +[2025-03-20 15:48:38,601 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 83/192 +[2025-03-20 15:48:38,653 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 84/192 +[2025-03-20 15:48:38,706 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 85/192 +[2025-03-20 15:48:38,759 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 86/192 +[2025-03-20 15:48:38,816 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 87/192 +[2025-03-20 15:48:38,872 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 88/192 +[2025-03-20 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+[2025-03-20 15:48:39,478 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 99/192 +[2025-03-20 15:48:39,520 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 100/192 +[2025-03-20 15:48:39,573 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 101/192 +[2025-03-20 15:48:39,617 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 102/192 +[2025-03-20 15:48:39,659 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 103/192 +[2025-03-20 15:48:39,749 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 104/192 +[2025-03-20 15:48:39,791 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 105/192 +[2025-03-20 15:48:39,832 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 106/192 +[2025-03-20 15:48:39,882 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 107/192 +[2025-03-20 15:48:39,924 INFO test.py line 201 4037470] Test: 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20/34-Area_5-office_10, Batch: 186/192 +[2025-03-20 15:48:44,019 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 187/192 +[2025-03-20 15:48:44,075 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 188/192 +[2025-03-20 15:48:44,134 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 189/192 +[2025-03-20 15:48:44,190 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 190/192 +[2025-03-20 15:48:44,246 INFO test.py line 201 4037470] Test: 20/34-Area_5-office_10, Batch: 191/192 +[2025-03-20 15:48:44,295 INFO test.py line 291 4037470] Test: Area_5-office_10 [20/34]-752349 Batch 10.176 (12.992) Accuracy 0.9392 (0.8195) mIoU 0.8208 (0.7839) +[2025-03-20 15:48:44,410 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 0/202 +[2025-03-20 15:48:44,458 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 1/202 +[2025-03-20 15:48:44,508 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 2/202 +[2025-03-20 15:48:44,555 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 3/202 +[2025-03-20 15:48:44,602 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 4/202 +[2025-03-20 15:48:44,649 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 5/202 +[2025-03-20 15:48:44,734 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 6/202 +[2025-03-20 15:48:44,802 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 7/202 +[2025-03-20 15:48:44,862 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 8/202 +[2025-03-20 15:48:44,924 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 9/202 +[2025-03-20 15:48:44,997 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 10/202 +[2025-03-20 15:48:45,046 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 11/202 +[2025-03-20 15:48:45,094 INFO test.py line 201 4037470] Test: 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188/202 +[2025-03-20 15:48:55,385 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 189/202 +[2025-03-20 15:48:55,438 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 190/202 +[2025-03-20 15:48:55,492 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 191/202 +[2025-03-20 15:48:55,546 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 192/202 +[2025-03-20 15:48:55,600 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 193/202 +[2025-03-20 15:48:55,655 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 194/202 +[2025-03-20 15:48:55,708 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 195/202 +[2025-03-20 15:48:55,761 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 196/202 +[2025-03-20 15:48:55,815 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 197/202 +[2025-03-20 15:48:55,871 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 198/202 +[2025-03-20 15:48:55,925 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 199/202 +[2025-03-20 15:48:55,979 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 200/202 +[2025-03-20 15:48:56,034 INFO test.py line 201 4037470] Test: 21/34-Area_5-office_33, Batch: 201/202 +[2025-03-20 15:48:56,076 INFO test.py line 291 4037470] Test: Area_5-office_33 [21/34]-852519 Batch 11.780 (12.935) Accuracy 0.9369 (0.8224) mIoU 0.8858 (0.7868) +[2025-03-20 15:48:56,143 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 0/200 +[2025-03-20 15:48:56,189 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 1/200 +[2025-03-20 15:48:56,233 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 2/200 +[2025-03-20 15:48:56,278 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 3/200 +[2025-03-20 15:48:56,330 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 4/200 +[2025-03-20 15:48:56,390 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 5/200 +[2025-03-20 15:48:56,436 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 6/200 +[2025-03-20 15:48:56,490 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 7/200 +[2025-03-20 15:48:56,554 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 8/200 +[2025-03-20 15:48:56,601 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 9/200 +[2025-03-20 15:48:56,660 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 10/200 +[2025-03-20 15:48:56,717 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 11/200 +[2025-03-20 15:48:56,777 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 12/200 +[2025-03-20 15:48:56,828 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 13/200 +[2025-03-20 15:48:56,874 INFO test.py line 201 4037470] Test: 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4037470] Test: 22/34-Area_5-office_42, Batch: 24/200 +[2025-03-20 15:48:57,445 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 25/200 +[2025-03-20 15:48:57,492 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 26/200 +[2025-03-20 15:48:57,545 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 27/200 +[2025-03-20 15:48:57,594 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 28/200 +[2025-03-20 15:48:57,643 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 29/200 +[2025-03-20 15:48:57,689 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 30/200 +[2025-03-20 15:48:57,740 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 31/200 +[2025-03-20 15:48:57,798 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 32/200 +[2025-03-20 15:48:57,861 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 33/200 +[2025-03-20 15:48:57,918 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 34/200 +[2025-03-20 15:48:57,980 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 35/200 +[2025-03-20 15:48:58,028 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 36/200 +[2025-03-20 15:48:58,075 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 37/200 +[2025-03-20 15:48:58,122 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 38/200 +[2025-03-20 15:48:58,169 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 39/200 +[2025-03-20 15:48:58,218 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 40/200 +[2025-03-20 15:48:58,265 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 41/200 +[2025-03-20 15:48:58,312 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 42/200 +[2025-03-20 15:48:58,367 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 43/200 +[2025-03-20 15:48:58,422 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 44/200 +[2025-03-20 15:48:58,473 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 45/200 +[2025-03-20 15:48:58,522 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 46/200 +[2025-03-20 15:48:58,575 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 47/200 +[2025-03-20 15:48:58,624 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 48/200 +[2025-03-20 15:48:58,680 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 49/200 +[2025-03-20 15:48:58,732 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 50/200 +[2025-03-20 15:48:58,781 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 51/200 +[2025-03-20 15:48:58,831 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 52/200 +[2025-03-20 15:48:58,886 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 53/200 +[2025-03-20 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+[2025-03-20 15:48:59,508 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 64/200 +[2025-03-20 15:48:59,569 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 65/200 +[2025-03-20 15:48:59,631 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 66/200 +[2025-03-20 15:48:59,699 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 67/200 +[2025-03-20 15:48:59,762 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 68/200 +[2025-03-20 15:48:59,823 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 69/200 +[2025-03-20 15:48:59,886 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 70/200 +[2025-03-20 15:48:59,951 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 71/200 +[2025-03-20 15:49:00,013 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 72/200 +[2025-03-20 15:49:00,078 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, 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4037470] Test: 22/34-Area_5-office_42, Batch: 93/200 +[2025-03-20 15:49:01,323 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 94/200 +[2025-03-20 15:49:01,381 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 95/200 +[2025-03-20 15:49:01,438 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 96/200 +[2025-03-20 15:49:01,499 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 97/200 +[2025-03-20 15:49:01,557 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 98/200 +[2025-03-20 15:49:01,613 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 99/200 +[2025-03-20 15:49:01,664 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 100/200 +[2025-03-20 15:49:01,710 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 101/200 +[2025-03-20 15:49:01,755 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 102/200 +[2025-03-20 15:49:01,799 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 103/200 +[2025-03-20 15:49:01,844 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 104/200 +[2025-03-20 15:49:01,894 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 105/200 +[2025-03-20 15:49:01,944 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 106/200 +[2025-03-20 15:49:01,988 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 107/200 +[2025-03-20 15:49:02,042 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 108/200 +[2025-03-20 15:49:02,089 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 109/200 +[2025-03-20 15:49:02,139 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 110/200 +[2025-03-20 15:49:02,195 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 111/200 +[2025-03-20 15:49:02,244 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 112/200 +[2025-03-20 15:49:02,296 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 113/200 +[2025-03-20 15:49:02,343 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 114/200 +[2025-03-20 15:49:02,394 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 115/200 +[2025-03-20 15:49:02,444 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 116/200 +[2025-03-20 15:49:02,492 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 117/200 +[2025-03-20 15:49:02,541 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 118/200 +[2025-03-20 15:49:02,600 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 119/200 +[2025-03-20 15:49:02,649 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 120/200 +[2025-03-20 15:49:02,709 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 121/200 +[2025-03-20 15:49:02,759 INFO test.py line 201 4037470] Test: 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15:49:03,790 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 142/200 +[2025-03-20 15:49:03,848 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 143/200 +[2025-03-20 15:49:03,904 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 144/200 +[2025-03-20 15:49:03,958 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 145/200 +[2025-03-20 15:49:04,011 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 146/200 +[2025-03-20 15:49:04,063 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 147/200 +[2025-03-20 15:49:04,113 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 148/200 +[2025-03-20 15:49:04,164 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 149/200 +[2025-03-20 15:49:04,218 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 150/200 +[2025-03-20 15:49:04,276 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 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201 4037470] Test: 22/34-Area_5-office_42, Batch: 171/200 +[2025-03-20 15:49:05,438 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 172/200 +[2025-03-20 15:49:05,491 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 173/200 +[2025-03-20 15:49:05,559 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 174/200 +[2025-03-20 15:49:05,611 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 175/200 +[2025-03-20 15:49:05,665 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 176/200 +[2025-03-20 15:49:05,720 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 177/200 +[2025-03-20 15:49:05,774 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 178/200 +[2025-03-20 15:49:05,827 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 179/200 +[2025-03-20 15:49:05,882 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 180/200 +[2025-03-20 15:49:05,940 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 181/200 +[2025-03-20 15:49:05,996 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 182/200 +[2025-03-20 15:49:06,053 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 183/200 +[2025-03-20 15:49:06,110 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 184/200 +[2025-03-20 15:49:06,166 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 185/200 +[2025-03-20 15:49:06,223 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 186/200 +[2025-03-20 15:49:06,279 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 187/200 +[2025-03-20 15:49:06,336 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 188/200 +[2025-03-20 15:49:06,392 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 189/200 +[2025-03-20 15:49:06,449 INFO test.py line 201 4037470] Test: 22/34-Area_5-office_42, Batch: 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Area_5-office_42 [22/34]-844478 Batch 10.953 (12.845) Accuracy 0.8932 (0.8199) mIoU 0.7410 (0.7837) +[2025-03-20 15:49:20,038 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 0/252 +[2025-03-20 15:49:20,109 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 1/252 +[2025-03-20 15:49:20,177 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 2/252 +[2025-03-20 15:49:20,244 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 3/252 +[2025-03-20 15:49:20,316 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 4/252 +[2025-03-20 15:49:20,407 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 5/252 +[2025-03-20 15:49:20,481 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 6/252 +[2025-03-20 15:49:20,560 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 7/252 +[2025-03-20 15:49:20,640 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 8/252 +[2025-03-20 15:49:20,715 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 9/252 +[2025-03-20 15:49:20,790 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 10/252 +[2025-03-20 15:49:20,867 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 11/252 +[2025-03-20 15:49:20,941 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 12/252 +[2025-03-20 15:49:21,016 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 13/252 +[2025-03-20 15:49:21,090 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 14/252 +[2025-03-20 15:49:21,167 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 15/252 +[2025-03-20 15:49:21,247 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 16/252 +[2025-03-20 15:49:21,319 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 17/252 +[2025-03-20 15:49:21,397 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 18/252 +[2025-03-20 15:49:21,475 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 19/252 +[2025-03-20 15:49:21,552 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 20/252 +[2025-03-20 15:49:21,628 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 21/252 +[2025-03-20 15:49:21,710 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 22/252 +[2025-03-20 15:49:21,788 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 23/252 +[2025-03-20 15:49:21,864 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 24/252 +[2025-03-20 15:49:21,942 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 25/252 +[2025-03-20 15:49:22,016 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 26/252 +[2025-03-20 15:49:22,094 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 27/252 +[2025-03-20 15:49:22,175 INFO test.py line 201 4037470] Test: 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4037470] Test: 23/34-Area_5-office_24, Batch: 38/252 +[2025-03-20 15:49:23,021 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 39/252 +[2025-03-20 15:49:23,112 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 40/252 +[2025-03-20 15:49:23,194 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 41/252 +[2025-03-20 15:49:23,278 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 42/252 +[2025-03-20 15:49:23,368 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 43/252 +[2025-03-20 15:49:23,441 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 44/252 +[2025-03-20 15:49:23,516 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 45/252 +[2025-03-20 15:49:23,590 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 46/252 +[2025-03-20 15:49:23,671 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 47/252 +[2025-03-20 15:49:23,768 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 48/252 +[2025-03-20 15:49:23,854 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 49/252 +[2025-03-20 15:49:23,927 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 50/252 +[2025-03-20 15:49:24,009 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 51/252 +[2025-03-20 15:49:24,083 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 52/252 +[2025-03-20 15:49:24,156 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 53/252 +[2025-03-20 15:49:24,240 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 54/252 +[2025-03-20 15:49:24,314 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 55/252 +[2025-03-20 15:49:24,387 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 56/252 +[2025-03-20 15:49:24,467 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 57/252 +[2025-03-20 15:49:24,548 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 58/252 +[2025-03-20 15:49:24,628 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 59/252 +[2025-03-20 15:49:24,707 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 60/252 +[2025-03-20 15:49:24,786 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 61/252 +[2025-03-20 15:49:24,865 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 62/252 +[2025-03-20 15:49:24,944 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 63/252 +[2025-03-20 15:49:25,038 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 64/252 +[2025-03-20 15:49:25,119 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 65/252 +[2025-03-20 15:49:25,200 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 66/252 +[2025-03-20 15:49:25,280 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 67/252 +[2025-03-20 15:49:25,360 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 68/252 +[2025-03-20 15:49:25,439 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 69/252 +[2025-03-20 15:49:25,519 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 70/252 +[2025-03-20 15:49:25,598 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 71/252 +[2025-03-20 15:49:25,678 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 72/252 +[2025-03-20 15:49:25,758 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 73/252 +[2025-03-20 15:49:25,838 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 74/252 +[2025-03-20 15:49:25,917 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 75/252 +[2025-03-20 15:49:25,997 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 76/252 +[2025-03-20 15:49:26,077 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 77/252 +[2025-03-20 15:49:26,156 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 78/252 +[2025-03-20 15:49:26,236 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 79/252 +[2025-03-20 15:49:26,315 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 80/252 +[2025-03-20 15:49:26,394 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 81/252 +[2025-03-20 15:49:26,480 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 82/252 +[2025-03-20 15:49:26,566 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 83/252 +[2025-03-20 15:49:26,655 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 84/252 +[2025-03-20 15:49:26,740 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 85/252 +[2025-03-20 15:49:26,825 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 86/252 +[2025-03-20 15:49:26,911 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 87/252 +[2025-03-20 15:49:26,996 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 88/252 +[2025-03-20 15:49:27,081 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 89/252 +[2025-03-20 15:49:27,167 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 90/252 +[2025-03-20 15:49:27,252 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 91/252 +[2025-03-20 15:49:27,337 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 92/252 +[2025-03-20 15:49:27,422 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 93/252 +[2025-03-20 15:49:27,507 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 94/252 +[2025-03-20 15:49:27,592 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 95/252 +[2025-03-20 15:49:27,678 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 96/252 +[2025-03-20 15:49:27,763 INFO test.py line 201 4037470] Test: 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15:49:29,556 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 117/252 +[2025-03-20 15:49:29,646 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 118/252 +[2025-03-20 15:49:29,740 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 119/252 +[2025-03-20 15:49:29,836 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 120/252 +[2025-03-20 15:49:29,940 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 121/252 +[2025-03-20 15:49:30,041 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 122/252 +[2025-03-20 15:49:30,139 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 123/252 +[2025-03-20 15:49:30,239 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 124/252 +[2025-03-20 15:49:30,335 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 125/252 +[2025-03-20 15:49:30,412 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 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15:49:32,580 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 156/252 +[2025-03-20 15:49:32,657 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 157/252 +[2025-03-20 15:49:32,731 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 158/252 +[2025-03-20 15:49:32,807 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 159/252 +[2025-03-20 15:49:32,888 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 160/252 +[2025-03-20 15:49:32,960 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 161/252 +[2025-03-20 15:49:33,034 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 162/252 +[2025-03-20 15:49:33,118 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 163/252 +[2025-03-20 15:49:33,191 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 164/252 +[2025-03-20 15:49:33,266 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 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15:49:35,826 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 195/252 +[2025-03-20 15:49:35,907 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 196/252 +[2025-03-20 15:49:35,995 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 197/252 +[2025-03-20 15:49:36,076 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 198/252 +[2025-03-20 15:49:36,184 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 199/252 +[2025-03-20 15:49:36,263 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 200/252 +[2025-03-20 15:49:36,370 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 201/252 +[2025-03-20 15:49:36,463 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 202/252 +[2025-03-20 15:49:36,551 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 203/252 +[2025-03-20 15:49:36,632 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 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201 4037470] Test: 23/34-Area_5-office_24, Batch: 224/252 +[2025-03-20 15:49:38,455 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 225/252 +[2025-03-20 15:49:38,543 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 226/252 +[2025-03-20 15:49:38,629 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 227/252 +[2025-03-20 15:49:38,713 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 228/252 +[2025-03-20 15:49:38,799 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 229/252 +[2025-03-20 15:49:38,889 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 230/252 +[2025-03-20 15:49:38,980 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 231/252 +[2025-03-20 15:49:39,070 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 232/252 +[2025-03-20 15:49:39,177 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 233/252 +[2025-03-20 15:49:39,269 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 234/252 +[2025-03-20 15:49:39,360 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 235/252 +[2025-03-20 15:49:39,451 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 236/252 +[2025-03-20 15:49:39,543 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 237/252 +[2025-03-20 15:49:39,636 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 238/252 +[2025-03-20 15:49:39,728 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 239/252 +[2025-03-20 15:49:39,819 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 240/252 +[2025-03-20 15:49:39,910 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 241/252 +[2025-03-20 15:49:40,000 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 242/252 +[2025-03-20 15:49:40,093 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 243/252 +[2025-03-20 15:49:40,183 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 244/252 +[2025-03-20 15:49:40,291 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 245/252 +[2025-03-20 15:49:40,382 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 246/252 +[2025-03-20 15:49:40,477 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 247/252 +[2025-03-20 15:49:40,568 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 248/252 +[2025-03-20 15:49:40,658 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 249/252 +[2025-03-20 15:49:40,748 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 250/252 +[2025-03-20 15:49:40,838 INFO test.py line 201 4037470] Test: 23/34-Area_5-office_24, Batch: 251/252 +[2025-03-20 15:49:40,905 INFO test.py line 291 4037470] Test: Area_5-office_24 [23/34]-1588824 Batch 20.985 (13.199) Accuracy 0.8675 (0.8164) mIoU 0.7389 (0.7781) +[2025-03-20 15:49:40,958 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 0/196 +[2025-03-20 15:49:40,997 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 1/196 +[2025-03-20 15:49:41,036 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 2/196 +[2025-03-20 15:49:41,074 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 3/196 +[2025-03-20 15:49:41,112 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 4/196 +[2025-03-20 15:49:41,152 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 5/196 +[2025-03-20 15:49:41,191 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 6/196 +[2025-03-20 15:49:41,229 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 7/196 +[2025-03-20 15:49:41,267 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 8/196 +[2025-03-20 15:49:41,306 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 9/196 +[2025-03-20 15:49:41,344 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 10/196 +[2025-03-20 15:49:41,381 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 11/196 +[2025-03-20 15:49:41,419 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 12/196 +[2025-03-20 15:49:41,456 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 13/196 +[2025-03-20 15:49:41,494 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 14/196 +[2025-03-20 15:49:41,531 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 15/196 +[2025-03-20 15:49:41,569 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 16/196 +[2025-03-20 15:49:41,606 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 17/196 +[2025-03-20 15:49:41,643 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 18/196 +[2025-03-20 15:49:41,681 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 19/196 +[2025-03-20 15:49:41,719 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 20/196 +[2025-03-20 15:49:41,762 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 21/196 +[2025-03-20 15:49:41,801 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 22/196 +[2025-03-20 15:49:41,841 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 23/196 +[2025-03-20 15:49:41,881 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 24/196 +[2025-03-20 15:49:41,920 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 25/196 +[2025-03-20 15:49:41,960 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 26/196 +[2025-03-20 15:49:42,000 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 27/196 +[2025-03-20 15:49:42,040 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 28/196 +[2025-03-20 15:49:42,079 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 29/196 +[2025-03-20 15:49:42,120 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 30/196 +[2025-03-20 15:49:42,159 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 31/196 +[2025-03-20 15:49:42,199 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 32/196 +[2025-03-20 15:49:42,238 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 33/196 +[2025-03-20 15:49:42,278 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 34/196 +[2025-03-20 15:49:42,318 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 35/196 +[2025-03-20 15:49:42,358 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 36/196 +[2025-03-20 15:49:42,398 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 37/196 +[2025-03-20 15:49:42,437 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 38/196 +[2025-03-20 15:49:42,477 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 39/196 +[2025-03-20 15:49:42,516 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 40/196 +[2025-03-20 15:49:42,558 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 41/196 +[2025-03-20 15:49:42,600 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 42/196 +[2025-03-20 15:49:42,643 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 43/196 +[2025-03-20 15:49:42,685 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 44/196 +[2025-03-20 15:49:42,726 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 45/196 +[2025-03-20 15:49:42,768 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 46/196 +[2025-03-20 15:49:42,809 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 47/196 +[2025-03-20 15:49:42,851 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 48/196 +[2025-03-20 15:49:42,892 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 49/196 +[2025-03-20 15:49:42,934 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 50/196 +[2025-03-20 15:49:42,975 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 51/196 +[2025-03-20 15:49:43,017 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 52/196 +[2025-03-20 15:49:43,059 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 53/196 +[2025-03-20 15:49:43,101 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 54/196 +[2025-03-20 15:49:43,143 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 55/196 +[2025-03-20 15:49:43,185 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 56/196 +[2025-03-20 15:49:43,226 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 57/196 +[2025-03-20 15:49:43,268 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 58/196 +[2025-03-20 15:49:43,314 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 59/196 +[2025-03-20 15:49:43,358 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 60/196 +[2025-03-20 15:49:43,401 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 61/196 +[2025-03-20 15:49:43,445 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 62/196 +[2025-03-20 15:49:43,489 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 63/196 +[2025-03-20 15:49:43,533 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 64/196 +[2025-03-20 15:49:43,577 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 65/196 +[2025-03-20 15:49:43,620 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 66/196 +[2025-03-20 15:49:43,664 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 67/196 +[2025-03-20 15:49:43,708 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 68/196 +[2025-03-20 15:49:43,752 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 69/196 +[2025-03-20 15:49:43,796 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 70/196 +[2025-03-20 15:49:43,840 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 71/196 +[2025-03-20 15:49:43,884 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 72/196 +[2025-03-20 15:49:43,927 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 73/196 +[2025-03-20 15:49:43,971 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 74/196 +[2025-03-20 15:49:44,015 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 75/196 +[2025-03-20 15:49:44,059 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 76/196 +[2025-03-20 15:49:44,103 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 77/196 +[2025-03-20 15:49:44,149 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 78/196 +[2025-03-20 15:49:44,193 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 79/196 +[2025-03-20 15:49:44,237 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 80/196 +[2025-03-20 15:49:44,285 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 81/196 +[2025-03-20 15:49:44,331 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 82/196 +[2025-03-20 15:49:44,377 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 83/196 +[2025-03-20 15:49:44,424 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 84/196 +[2025-03-20 15:49:44,473 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 85/196 +[2025-03-20 15:49:44,519 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 86/196 +[2025-03-20 15:49:44,565 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 87/196 +[2025-03-20 15:49:44,611 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 88/196 +[2025-03-20 15:49:44,657 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 89/196 +[2025-03-20 15:49:44,703 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 90/196 +[2025-03-20 15:49:44,749 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 91/196 +[2025-03-20 15:49:44,795 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 92/196 +[2025-03-20 15:49:44,841 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 93/196 +[2025-03-20 15:49:44,887 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 94/196 +[2025-03-20 15:49:44,933 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 95/196 +[2025-03-20 15:49:44,979 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 96/196 +[2025-03-20 15:49:45,022 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 97/196 +[2025-03-20 15:49:45,060 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 98/196 +[2025-03-20 15:49:45,098 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 99/196 +[2025-03-20 15:49:45,136 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 100/196 +[2025-03-20 15:49:45,174 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 101/196 +[2025-03-20 15:49:45,212 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 102/196 +[2025-03-20 15:49:45,250 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 103/196 +[2025-03-20 15:49:45,287 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 104/196 +[2025-03-20 15:49:45,325 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 105/196 +[2025-03-20 15:49:45,363 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 106/196 +[2025-03-20 15:49:45,401 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 107/196 +[2025-03-20 15:49:45,439 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 108/196 +[2025-03-20 15:49:45,477 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 109/196 +[2025-03-20 15:49:45,514 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 110/196 +[2025-03-20 15:49:45,553 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 111/196 +[2025-03-20 15:49:45,591 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 112/196 +[2025-03-20 15:49:45,629 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 113/196 +[2025-03-20 15:49:45,667 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 114/196 +[2025-03-20 15:49:45,705 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 115/196 +[2025-03-20 15:49:45,743 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 116/196 +[2025-03-20 15:49:45,781 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 117/196 +[2025-03-20 15:49:45,824 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 118/196 +[2025-03-20 15:49:45,864 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 119/196 +[2025-03-20 15:49:45,905 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 120/196 +[2025-03-20 15:49:45,945 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 121/196 +[2025-03-20 15:49:45,985 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 122/196 +[2025-03-20 15:49:46,025 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 123/196 +[2025-03-20 15:49:46,065 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 124/196 +[2025-03-20 15:49:46,105 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 125/196 +[2025-03-20 15:49:46,145 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 126/196 +[2025-03-20 15:49:46,185 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 127/196 +[2025-03-20 15:49:46,225 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 128/196 +[2025-03-20 15:49:46,265 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 129/196 +[2025-03-20 15:49:46,305 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 130/196 +[2025-03-20 15:49:46,345 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 131/196 +[2025-03-20 15:49:46,385 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 132/196 +[2025-03-20 15:49:46,426 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 133/196 +[2025-03-20 15:49:46,466 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 134/196 +[2025-03-20 15:49:46,506 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 135/196 +[2025-03-20 15:49:46,546 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 136/196 +[2025-03-20 15:49:46,586 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 137/196 +[2025-03-20 15:49:46,629 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 138/196 +[2025-03-20 15:49:46,671 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 139/196 +[2025-03-20 15:49:46,713 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 140/196 +[2025-03-20 15:49:46,754 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 141/196 +[2025-03-20 15:49:46,796 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 142/196 +[2025-03-20 15:49:46,838 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 143/196 +[2025-03-20 15:49:46,879 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 144/196 +[2025-03-20 15:49:46,921 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 145/196 +[2025-03-20 15:49:46,962 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 146/196 +[2025-03-20 15:49:47,004 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 147/196 +[2025-03-20 15:49:47,046 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 148/196 +[2025-03-20 15:49:47,090 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 149/196 +[2025-03-20 15:49:47,131 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 150/196 +[2025-03-20 15:49:47,173 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 151/196 +[2025-03-20 15:49:47,215 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 152/196 +[2025-03-20 15:49:47,256 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 153/196 +[2025-03-20 15:49:47,299 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 154/196 +[2025-03-20 15:49:47,340 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 155/196 +[2025-03-20 15:49:47,382 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 156/196 +[2025-03-20 15:49:47,428 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 157/196 +[2025-03-20 15:49:47,472 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 158/196 +[2025-03-20 15:49:47,515 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 159/196 +[2025-03-20 15:49:47,556 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 160/196 +[2025-03-20 15:49:47,597 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 161/196 +[2025-03-20 15:49:47,638 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 162/196 +[2025-03-20 15:49:47,679 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 163/196 +[2025-03-20 15:49:47,719 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 164/196 +[2025-03-20 15:49:47,760 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 165/196 +[2025-03-20 15:49:47,800 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 166/196 +[2025-03-20 15:49:47,840 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 167/196 +[2025-03-20 15:49:47,881 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 168/196 +[2025-03-20 15:49:47,922 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 169/196 +[2025-03-20 15:49:47,970 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 170/196 +[2025-03-20 15:49:48,014 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 171/196 +[2025-03-20 15:49:48,058 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 172/196 +[2025-03-20 15:49:48,102 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 173/196 +[2025-03-20 15:49:48,145 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 174/196 +[2025-03-20 15:49:48,190 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 175/196 +[2025-03-20 15:49:48,234 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 176/196 +[2025-03-20 15:49:48,278 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 177/196 +[2025-03-20 15:49:48,322 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 178/196 +[2025-03-20 15:49:48,369 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 179/196 +[2025-03-20 15:49:48,415 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 180/196 +[2025-03-20 15:49:48,461 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 181/196 +[2025-03-20 15:49:48,507 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 182/196 +[2025-03-20 15:49:48,553 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 183/196 +[2025-03-20 15:49:48,598 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 184/196 +[2025-03-20 15:49:48,645 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 185/196 +[2025-03-20 15:49:48,692 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 186/196 +[2025-03-20 15:49:48,739 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 187/196 +[2025-03-20 15:49:48,787 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 188/196 +[2025-03-20 15:49:48,833 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 189/196 +[2025-03-20 15:49:48,881 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 190/196 +[2025-03-20 15:49:48,927 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 191/196 +[2025-03-20 15:49:48,973 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 192/196 +[2025-03-20 15:49:49,019 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 193/196 +[2025-03-20 15:49:49,066 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 194/196 +[2025-03-20 15:49:49,112 INFO test.py line 201 4037470] Test: 24/34-Area_5-pantry_1, Batch: 195/196 +[2025-03-20 15:49:49,142 INFO test.py line 291 4037470] Test: Area_5-pantry_1 [24/34]-721359 Batch 8.237 (12.992) Accuracy 0.7493 (0.8115) mIoU 0.2792 (0.7705) +[2025-03-20 15:49:49,208 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 0/242 +[2025-03-20 15:49:49,252 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 1/242 +[2025-03-20 15:49:49,296 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 2/242 +[2025-03-20 15:49:49,340 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 3/242 +[2025-03-20 15:49:49,384 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 4/242 +[2025-03-20 15:49:49,428 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 5/242 +[2025-03-20 15:49:49,472 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 6/242 +[2025-03-20 15:49:49,521 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 7/242 +[2025-03-20 15:49:49,565 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 8/242 +[2025-03-20 15:49:49,609 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 9/242 +[2025-03-20 15:49:49,653 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 10/242 +[2025-03-20 15:49:49,697 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 11/242 +[2025-03-20 15:49:49,741 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 12/242 +[2025-03-20 15:49:49,785 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 13/242 +[2025-03-20 15:49:49,829 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 14/242 +[2025-03-20 15:49:49,873 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 15/242 +[2025-03-20 15:49:49,917 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 16/242 +[2025-03-20 15:49:49,961 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 17/242 +[2025-03-20 15:49:50,005 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 18/242 +[2025-03-20 15:49:50,049 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 19/242 +[2025-03-20 15:49:50,093 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 20/242 +[2025-03-20 15:49:50,137 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 21/242 +[2025-03-20 15:49:50,181 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 22/242 +[2025-03-20 15:49:50,225 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 23/242 +[2025-03-20 15:49:50,272 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 24/242 +[2025-03-20 15:49:50,318 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 25/242 +[2025-03-20 15:49:50,365 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 26/242 +[2025-03-20 15:49:50,411 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 27/242 +[2025-03-20 15:49:50,458 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 28/242 +[2025-03-20 15:49:50,504 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 29/242 +[2025-03-20 15:49:50,551 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 30/242 +[2025-03-20 15:49:50,597 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 31/242 +[2025-03-20 15:49:50,643 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 32/242 +[2025-03-20 15:49:50,690 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 33/242 +[2025-03-20 15:49:50,736 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 34/242 +[2025-03-20 15:49:50,782 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 35/242 +[2025-03-20 15:49:50,829 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 36/242 +[2025-03-20 15:49:50,875 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 37/242 +[2025-03-20 15:49:50,922 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 38/242 +[2025-03-20 15:49:50,968 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 39/242 +[2025-03-20 15:49:51,015 INFO test.py line 201 4037470] Test: 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4037470] Test: 25/34-Area_5-storage_2, Batch: 50/242 +[2025-03-20 15:49:51,530 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 51/242 +[2025-03-20 15:49:51,579 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 52/242 +[2025-03-20 15:49:51,627 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 53/242 +[2025-03-20 15:49:51,676 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 54/242 +[2025-03-20 15:49:51,724 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 55/242 +[2025-03-20 15:49:51,773 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 56/242 +[2025-03-20 15:49:51,821 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 57/242 +[2025-03-20 15:49:51,869 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 58/242 +[2025-03-20 15:49:51,918 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 59/242 +[2025-03-20 15:49:51,966 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 60/242 +[2025-03-20 15:49:52,015 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 61/242 +[2025-03-20 15:49:52,063 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 62/242 +[2025-03-20 15:49:52,112 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 63/242 +[2025-03-20 15:49:52,160 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 64/242 +[2025-03-20 15:49:52,209 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 65/242 +[2025-03-20 15:49:52,258 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 66/242 +[2025-03-20 15:49:52,306 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 67/242 +[2025-03-20 15:49:52,355 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 68/242 +[2025-03-20 15:49:52,403 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 69/242 +[2025-03-20 15:49:52,453 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 70/242 +[2025-03-20 15:49:52,502 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 71/242 +[2025-03-20 15:49:52,550 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 72/242 +[2025-03-20 15:49:52,599 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 73/242 +[2025-03-20 15:49:52,647 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 74/242 +[2025-03-20 15:49:52,699 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 75/242 +[2025-03-20 15:49:52,750 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 76/242 +[2025-03-20 15:49:52,803 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 77/242 +[2025-03-20 15:49:52,854 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 78/242 +[2025-03-20 15:49:52,905 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 79/242 +[2025-03-20 15:49:52,956 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 80/242 +[2025-03-20 15:49:53,008 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 81/242 +[2025-03-20 15:49:53,059 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 82/242 +[2025-03-20 15:49:53,110 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 83/242 +[2025-03-20 15:49:53,161 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 84/242 +[2025-03-20 15:49:53,212 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 85/242 +[2025-03-20 15:49:53,263 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 86/242 +[2025-03-20 15:49:53,315 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 87/242 +[2025-03-20 15:49:53,366 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 88/242 +[2025-03-20 15:49:53,417 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 89/242 +[2025-03-20 15:49:53,469 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 90/242 +[2025-03-20 15:49:53,517 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 91/242 +[2025-03-20 15:49:53,566 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 92/242 +[2025-03-20 15:49:53,614 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 93/242 +[2025-03-20 15:49:53,663 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 94/242 +[2025-03-20 15:49:53,712 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 95/242 +[2025-03-20 15:49:53,760 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 96/242 +[2025-03-20 15:49:53,812 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 97/242 +[2025-03-20 15:49:53,875 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 98/242 +[2025-03-20 15:49:53,943 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 99/242 +[2025-03-20 15:49:54,003 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 100/242 +[2025-03-20 15:49:54,062 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 101/242 +[2025-03-20 15:49:54,121 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 102/242 +[2025-03-20 15:49:54,181 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 103/242 +[2025-03-20 15:49:54,242 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 104/242 +[2025-03-20 15:49:54,302 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 105/242 +[2025-03-20 15:49:54,360 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 106/242 +[2025-03-20 15:49:54,417 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 107/242 +[2025-03-20 15:49:54,475 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 108/242 +[2025-03-20 15:49:54,534 INFO test.py line 201 4037470] Test: 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15:49:55,549 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 129/242 +[2025-03-20 15:49:55,593 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 130/242 +[2025-03-20 15:49:55,638 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 131/242 +[2025-03-20 15:49:55,682 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 132/242 +[2025-03-20 15:49:55,727 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 133/242 +[2025-03-20 15:49:55,771 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 134/242 +[2025-03-20 15:49:55,816 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 135/242 +[2025-03-20 15:49:55,860 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 136/242 +[2025-03-20 15:49:55,905 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 137/242 +[2025-03-20 15:49:55,949 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 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15:49:59,283 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 207/242 +[2025-03-20 15:49:59,336 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 208/242 +[2025-03-20 15:49:59,387 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 209/242 +[2025-03-20 15:49:59,438 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 210/242 +[2025-03-20 15:49:59,489 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 211/242 +[2025-03-20 15:49:59,540 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 212/242 +[2025-03-20 15:49:59,591 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 213/242 +[2025-03-20 15:49:59,643 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 214/242 +[2025-03-20 15:49:59,694 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 215/242 +[2025-03-20 15:49:59,745 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 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201 4037470] Test: 25/34-Area_5-storage_2, Batch: 236/242 +[2025-03-20 15:50:00,870 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 237/242 +[2025-03-20 15:50:00,923 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 238/242 +[2025-03-20 15:50:00,976 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 239/242 +[2025-03-20 15:50:01,030 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 240/242 +[2025-03-20 15:50:01,083 INFO test.py line 201 4037470] Test: 25/34-Area_5-storage_2, Batch: 241/242 +[2025-03-20 15:50:01,116 INFO test.py line 291 4037470] Test: Area_5-storage_2 [25/34]-780299 Batch 11.973 (12.951) Accuracy 0.7923 (0.8099) mIoU 0.5437 (0.7672) +[2025-03-20 15:50:01,180 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 0/226 +[2025-03-20 15:50:01,223 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 1/226 +[2025-03-20 15:50:01,265 INFO test.py line 201 4037470] Test: 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Test: 26/34-Area_5-office_31, Batch: 12/226 +[2025-03-20 15:50:01,732 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 13/226 +[2025-03-20 15:50:01,774 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 14/226 +[2025-03-20 15:50:01,816 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 15/226 +[2025-03-20 15:50:01,859 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 16/226 +[2025-03-20 15:50:01,902 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 17/226 +[2025-03-20 15:50:01,944 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 18/226 +[2025-03-20 15:50:01,987 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 19/226 +[2025-03-20 15:50:02,029 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 20/226 +[2025-03-20 15:50:02,072 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 21/226 +[2025-03-20 15:50:02,176 INFO test.py line 201 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15:50:09,906 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 179/226 +[2025-03-20 15:50:09,955 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 180/226 +[2025-03-20 15:50:10,004 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 181/226 +[2025-03-20 15:50:10,057 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 182/226 +[2025-03-20 15:50:10,108 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 183/226 +[2025-03-20 15:50:10,160 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 184/226 +[2025-03-20 15:50:10,210 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 185/226 +[2025-03-20 15:50:10,261 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 186/226 +[2025-03-20 15:50:10,313 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 187/226 +[2025-03-20 15:50:10,364 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 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26/34-Area_5-office_31, Batch: 198/226 +[2025-03-20 15:50:10,943 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 199/226 +[2025-03-20 15:50:10,993 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 200/226 +[2025-03-20 15:50:11,047 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 201/226 +[2025-03-20 15:50:11,098 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 202/226 +[2025-03-20 15:50:11,150 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 203/226 +[2025-03-20 15:50:11,211 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 204/226 +[2025-03-20 15:50:11,278 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 205/226 +[2025-03-20 15:50:11,345 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 206/226 +[2025-03-20 15:50:11,407 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 207/226 +[2025-03-20 15:50:11,467 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 208/226 +[2025-03-20 15:50:11,529 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 209/226 +[2025-03-20 15:50:11,587 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 210/226 +[2025-03-20 15:50:11,650 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 211/226 +[2025-03-20 15:50:11,709 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 212/226 +[2025-03-20 15:50:11,771 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 213/226 +[2025-03-20 15:50:11,831 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 214/226 +[2025-03-20 15:50:11,895 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 215/226 +[2025-03-20 15:50:11,959 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 216/226 +[2025-03-20 15:50:12,017 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 217/226 +[2025-03-20 15:50:12,070 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 218/226 +[2025-03-20 15:50:12,124 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 219/226 +[2025-03-20 15:50:12,178 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 220/226 +[2025-03-20 15:50:12,232 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 221/226 +[2025-03-20 15:50:12,285 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 222/226 +[2025-03-20 15:50:12,339 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 223/226 +[2025-03-20 15:50:12,400 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 224/226 +[2025-03-20 15:50:12,454 INFO test.py line 201 4037470] Test: 26/34-Area_5-office_31, Batch: 225/226 +[2025-03-20 15:50:12,491 INFO test.py line 291 4037470] Test: Area_5-office_31 [26/34]-818107 Batch 11.375 (12.890) Accuracy 0.9395 (0.8124) mIoU 0.8820 (0.7703) +[2025-03-20 15:50:12,548 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 0/236 +[2025-03-20 15:50:12,595 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 1/236 +[2025-03-20 15:50:12,642 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 2/236 +[2025-03-20 15:50:12,688 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 3/236 +[2025-03-20 15:50:12,779 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 4/236 +[2025-03-20 15:50:12,825 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 5/236 +[2025-03-20 15:50:12,874 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 6/236 +[2025-03-20 15:50:12,921 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 7/236 +[2025-03-20 15:50:12,967 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 8/236 +[2025-03-20 15:50:13,014 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 9/236 +[2025-03-20 15:50:13,060 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 10/236 +[2025-03-20 15:50:13,107 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 11/236 +[2025-03-20 15:50:13,153 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 12/236 +[2025-03-20 15:50:13,199 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 13/236 +[2025-03-20 15:50:13,245 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 14/236 +[2025-03-20 15:50:13,291 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 15/236 +[2025-03-20 15:50:13,337 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 16/236 +[2025-03-20 15:50:13,398 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 17/236 +[2025-03-20 15:50:13,443 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 18/236 +[2025-03-20 15:50:13,490 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 19/236 +[2025-03-20 15:50:13,535 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 20/236 +[2025-03-20 15:50:13,580 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 21/236 +[2025-03-20 15:50:13,628 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 22/236 +[2025-03-20 15:50:13,674 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 23/236 +[2025-03-20 15:50:13,719 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 24/236 +[2025-03-20 15:50:13,766 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 25/236 +[2025-03-20 15:50:13,811 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 26/236 +[2025-03-20 15:50:13,856 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 27/236 +[2025-03-20 15:50:13,903 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 28/236 +[2025-03-20 15:50:13,949 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 29/236 +[2025-03-20 15:50:13,998 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 30/236 +[2025-03-20 15:50:14,048 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 31/236 +[2025-03-20 15:50:14,096 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 32/236 +[2025-03-20 15:50:14,144 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 33/236 +[2025-03-20 15:50:14,194 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 34/236 +[2025-03-20 15:50:14,242 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 35/236 +[2025-03-20 15:50:14,290 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 36/236 +[2025-03-20 15:50:14,350 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 37/236 +[2025-03-20 15:50:14,399 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 38/236 +[2025-03-20 15:50:14,449 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 39/236 +[2025-03-20 15:50:14,498 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 40/236 +[2025-03-20 15:50:14,546 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 41/236 +[2025-03-20 15:50:14,599 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 42/236 +[2025-03-20 15:50:14,648 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 43/236 +[2025-03-20 15:50:14,698 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 44/236 +[2025-03-20 15:50:14,746 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 45/236 +[2025-03-20 15:50:14,795 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 46/236 +[2025-03-20 15:50:14,848 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 47/236 +[2025-03-20 15:50:14,897 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 48/236 +[2025-03-20 15:50:14,947 INFO test.py line 201 4037470] Test: 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4037470] Test: 27/34-Area_5-office_34, Batch: 59/236 +[2025-03-20 15:50:15,509 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 60/236 +[2025-03-20 15:50:15,560 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 61/236 +[2025-03-20 15:50:15,613 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 62/236 +[2025-03-20 15:50:15,664 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 63/236 +[2025-03-20 15:50:15,716 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 64/236 +[2025-03-20 15:50:15,770 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 65/236 +[2025-03-20 15:50:15,822 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 66/236 +[2025-03-20 15:50:15,876 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 67/236 +[2025-03-20 15:50:15,928 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 68/236 +[2025-03-20 15:50:15,979 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 69/236 +[2025-03-20 15:50:16,039 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 70/236 +[2025-03-20 15:50:16,090 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 71/236 +[2025-03-20 15:50:16,145 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 72/236 +[2025-03-20 15:50:16,196 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 73/236 +[2025-03-20 15:50:16,248 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 74/236 +[2025-03-20 15:50:16,314 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 75/236 +[2025-03-20 15:50:16,365 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 76/236 +[2025-03-20 15:50:16,416 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 77/236 +[2025-03-20 15:50:16,467 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 78/236 +[2025-03-20 15:50:16,521 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 79/236 +[2025-03-20 15:50:16,586 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 80/236 +[2025-03-20 15:50:16,642 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 81/236 +[2025-03-20 15:50:16,697 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 82/236 +[2025-03-20 15:50:16,750 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 83/236 +[2025-03-20 15:50:16,804 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 84/236 +[2025-03-20 15:50:16,866 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 85/236 +[2025-03-20 15:50:16,920 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 86/236 +[2025-03-20 15:50:16,976 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 87/236 +[2025-03-20 15:50:17,029 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 88/236 +[2025-03-20 15:50:17,083 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 89/236 +[2025-03-20 15:50:17,150 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 90/236 +[2025-03-20 15:50:17,207 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 91/236 +[2025-03-20 15:50:17,264 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 92/236 +[2025-03-20 15:50:17,317 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 93/236 +[2025-03-20 15:50:17,373 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 94/236 +[2025-03-20 15:50:17,429 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 95/236 +[2025-03-20 15:50:17,483 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 96/236 +[2025-03-20 15:50:17,542 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 97/236 +[2025-03-20 15:50:17,599 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 98/236 +[2025-03-20 15:50:17,655 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 99/236 +[2025-03-20 15:50:17,711 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 100/236 +[2025-03-20 15:50:17,767 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 101/236 +[2025-03-20 15:50:17,826 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 102/236 +[2025-03-20 15:50:17,883 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 103/236 +[2025-03-20 15:50:17,940 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 104/236 +[2025-03-20 15:50:17,997 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 105/236 +[2025-03-20 15:50:18,053 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 106/236 +[2025-03-20 15:50:18,121 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 107/236 +[2025-03-20 15:50:18,183 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 27/34-Area_5-office_34, Batch: 118/236 +[2025-03-20 15:50:18,803 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 119/236 +[2025-03-20 15:50:18,849 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 120/236 +[2025-03-20 15:50:18,895 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 121/236 +[2025-03-20 15:50:18,940 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 122/236 +[2025-03-20 15:50:18,986 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 123/236 +[2025-03-20 15:50:19,031 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 124/236 +[2025-03-20 15:50:19,080 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 125/236 +[2025-03-20 15:50:19,125 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 126/236 +[2025-03-20 15:50:19,171 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 127/236 +[2025-03-20 15:50:19,230 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 128/236 +[2025-03-20 15:50:19,276 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 129/236 +[2025-03-20 15:50:19,322 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 130/236 +[2025-03-20 15:50:19,373 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 131/236 +[2025-03-20 15:50:19,418 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 132/236 +[2025-03-20 15:50:19,463 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 133/236 +[2025-03-20 15:50:19,522 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 134/236 +[2025-03-20 15:50:19,569 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 135/236 +[2025-03-20 15:50:19,615 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 136/236 +[2025-03-20 15:50:19,661 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 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15:50:21,645 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 167/236 +[2025-03-20 15:50:21,703 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 168/236 +[2025-03-20 15:50:21,755 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 169/236 +[2025-03-20 15:50:21,804 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 170/236 +[2025-03-20 15:50:21,854 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 171/236 +[2025-03-20 15:50:21,903 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 172/236 +[2025-03-20 15:50:21,952 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 173/236 +[2025-03-20 15:50:22,005 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 174/236 +[2025-03-20 15:50:22,058 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 175/236 +[2025-03-20 15:50:22,115 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 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15:50:23,731 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 206/236 +[2025-03-20 15:50:23,784 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 207/236 +[2025-03-20 15:50:23,838 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 208/236 +[2025-03-20 15:50:23,891 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 209/236 +[2025-03-20 15:50:23,945 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 210/236 +[2025-03-20 15:50:23,998 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 211/236 +[2025-03-20 15:50:24,054 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 212/236 +[2025-03-20 15:50:24,107 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 213/236 +[2025-03-20 15:50:24,167 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 214/236 +[2025-03-20 15:50:24,224 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 215/236 +[2025-03-20 15:50:24,280 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 216/236 +[2025-03-20 15:50:24,337 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 217/236 +[2025-03-20 15:50:24,393 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 218/236 +[2025-03-20 15:50:24,450 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 219/236 +[2025-03-20 15:50:24,506 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 220/236 +[2025-03-20 15:50:24,562 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 221/236 +[2025-03-20 15:50:24,620 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 222/236 +[2025-03-20 15:50:24,676 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 223/236 +[2025-03-20 15:50:24,738 INFO test.py line 201 4037470] Test: 27/34-Area_5-office_34, Batch: 224/236 +[2025-03-20 15:50:24,794 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 27/34-Area_5-office_34, Batch: 235/236 +[2025-03-20 15:50:25,426 INFO test.py line 291 4037470] Test: Area_5-office_34 [27/34]-889970 Batch 12.935 (12.892) Accuracy 0.9305 (0.8148) mIoU 0.8723 (0.7727) +[2025-03-20 15:50:25,485 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 0/186 +[2025-03-20 15:50:25,526 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 1/186 +[2025-03-20 15:50:25,564 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 2/186 +[2025-03-20 15:50:25,602 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 3/186 +[2025-03-20 15:50:25,641 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 4/186 +[2025-03-20 15:50:25,678 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 5/186 +[2025-03-20 15:50:25,716 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 6/186 +[2025-03-20 15:50:25,754 INFO test.py line 201 4037470] Test: 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+[2025-03-20 15:50:32,132 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 163/186 +[2025-03-20 15:50:32,186 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 164/186 +[2025-03-20 15:50:32,231 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 165/186 +[2025-03-20 15:50:32,274 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 166/186 +[2025-03-20 15:50:32,319 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 167/186 +[2025-03-20 15:50:32,362 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 168/186 +[2025-03-20 15:50:32,406 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 169/186 +[2025-03-20 15:50:32,458 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 170/186 +[2025-03-20 15:50:32,504 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 171/186 +[2025-03-20 15:50:32,551 INFO test.py line 201 4037470] Test: 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test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 182/186 +[2025-03-20 15:50:33,052 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 183/186 +[2025-03-20 15:50:33,097 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 184/186 +[2025-03-20 15:50:33,142 INFO test.py line 201 4037470] Test: 28/34-Area_5-hallway_14, Batch: 185/186 +[2025-03-20 15:50:33,174 INFO test.py line 291 4037470] Test: Area_5-hallway_14 [28/34]-743965 Batch 7.748 (12.708) Accuracy 0.9855 (0.8160) mIoU 0.8062 (0.7745) +[2025-03-20 15:50:33,218 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 0/220 +[2025-03-20 15:50:33,254 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 1/220 +[2025-03-20 15:50:33,287 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 2/220 +[2025-03-20 15:50:33,320 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 3/220 +[2025-03-20 15:50:33,353 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 4/220 +[2025-03-20 15:50:33,386 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 5/220 +[2025-03-20 15:50:33,424 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 6/220 +[2025-03-20 15:50:33,457 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 7/220 +[2025-03-20 15:50:33,490 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 8/220 +[2025-03-20 15:50:33,523 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 9/220 +[2025-03-20 15:50:33,564 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 10/220 +[2025-03-20 15:50:33,597 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 11/220 +[2025-03-20 15:50:33,630 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 12/220 +[2025-03-20 15:50:33,662 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 13/220 +[2025-03-20 15:50:33,698 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 14/220 +[2025-03-20 15:50:33,731 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 15/220 +[2025-03-20 15:50:33,763 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 16/220 +[2025-03-20 15:50:33,795 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 17/220 +[2025-03-20 15:50:33,827 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 18/220 +[2025-03-20 15:50:33,866 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 19/220 +[2025-03-20 15:50:33,899 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 20/220 +[2025-03-20 15:50:33,931 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 21/220 +[2025-03-20 15:50:33,964 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 22/220 +[2025-03-20 15:50:34,000 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 23/220 +[2025-03-20 15:50:34,034 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 24/220 +[2025-03-20 15:50:34,067 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 25/220 +[2025-03-20 15:50:34,100 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 26/220 +[2025-03-20 15:50:34,137 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 27/220 +[2025-03-20 15:50:34,172 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 28/220 +[2025-03-20 15:50:34,206 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 29/220 +[2025-03-20 15:50:34,240 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 30/220 +[2025-03-20 15:50:34,273 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 31/220 +[2025-03-20 15:50:34,313 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 32/220 +[2025-03-20 15:50:34,347 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 33/220 +[2025-03-20 15:50:34,381 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 34/220 +[2025-03-20 15:50:34,414 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 35/220 +[2025-03-20 15:50:34,457 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 36/220 +[2025-03-20 15:50:34,491 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 37/220 +[2025-03-20 15:50:34,524 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 38/220 +[2025-03-20 15:50:34,558 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 39/220 +[2025-03-20 15:50:34,611 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 40/220 +[2025-03-20 15:50:34,645 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 41/220 +[2025-03-20 15:50:34,679 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 42/220 +[2025-03-20 15:50:34,712 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 43/220 +[2025-03-20 15:50:34,747 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 44/220 +[2025-03-20 15:50:34,781 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 45/220 +[2025-03-20 15:50:34,815 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 46/220 +[2025-03-20 15:50:34,849 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 47/220 +[2025-03-20 15:50:34,899 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 48/220 +[2025-03-20 15:50:34,935 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 49/220 +[2025-03-20 15:50:34,969 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 50/220 +[2025-03-20 15:50:35,005 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 51/220 +[2025-03-20 15:50:35,043 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 52/220 +[2025-03-20 15:50:35,078 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 53/220 +[2025-03-20 15:50:35,113 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 54/220 +[2025-03-20 15:50:35,147 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 55/220 +[2025-03-20 15:50:35,186 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 56/220 +[2025-03-20 15:50:35,221 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 57/220 +[2025-03-20 15:50:35,256 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 58/220 +[2025-03-20 15:50:35,291 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 59/220 +[2025-03-20 15:50:35,326 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 60/220 +[2025-03-20 15:50:35,361 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 61/220 +[2025-03-20 15:50:35,395 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 62/220 +[2025-03-20 15:50:35,430 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 63/220 +[2025-03-20 15:50:35,474 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 64/220 +[2025-03-20 15:50:35,512 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 65/220 +[2025-03-20 15:50:35,546 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 66/220 +[2025-03-20 15:50:35,581 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 67/220 +[2025-03-20 15:50:35,615 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 68/220 +[2025-03-20 15:50:35,650 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 69/220 +[2025-03-20 15:50:35,685 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 70/220 +[2025-03-20 15:50:35,724 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 71/220 +[2025-03-20 15:50:35,763 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 72/220 +[2025-03-20 15:50:35,801 INFO test.py line 201 4037470] Test: 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4037470] Test: 29/34-Area_5-hallway_8, Batch: 83/220 +[2025-03-20 15:50:36,238 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 84/220 +[2025-03-20 15:50:36,277 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 85/220 +[2025-03-20 15:50:36,317 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 86/220 +[2025-03-20 15:50:36,358 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 87/220 +[2025-03-20 15:50:36,396 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 88/220 +[2025-03-20 15:50:36,437 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 89/220 +[2025-03-20 15:50:36,477 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 90/220 +[2025-03-20 15:50:36,515 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 91/220 +[2025-03-20 15:50:36,563 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 92/220 +[2025-03-20 15:50:36,601 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 93/220 +[2025-03-20 15:50:36,640 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 94/220 +[2025-03-20 15:50:36,685 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 95/220 +[2025-03-20 15:50:36,726 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 96/220 +[2025-03-20 15:50:36,764 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 97/220 +[2025-03-20 15:50:36,805 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 98/220 +[2025-03-20 15:50:36,847 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 99/220 +[2025-03-20 15:50:36,890 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 100/220 +[2025-03-20 15:50:36,956 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 101/220 +[2025-03-20 15:50:37,007 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 102/220 +[2025-03-20 15:50:37,064 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 103/220 +[2025-03-20 15:50:37,113 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 104/220 +[2025-03-20 15:50:37,162 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 105/220 +[2025-03-20 15:50:37,214 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 106/220 +[2025-03-20 15:50:37,271 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 107/220 +[2025-03-20 15:50:37,322 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 108/220 +[2025-03-20 15:50:37,375 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 109/220 +[2025-03-20 15:50:37,429 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 110/220 +[2025-03-20 15:50:37,480 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 111/220 +[2025-03-20 15:50:37,526 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 112/220 +[2025-03-20 15:50:37,570 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 113/220 +[2025-03-20 15:50:37,614 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 114/220 +[2025-03-20 15:50:37,658 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 115/220 +[2025-03-20 15:50:37,701 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 116/220 +[2025-03-20 15:50:37,741 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 117/220 +[2025-03-20 15:50:37,777 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 118/220 +[2025-03-20 15:50:37,811 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 119/220 +[2025-03-20 15:50:37,845 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 120/220 +[2025-03-20 15:50:37,960 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 121/220 +[2025-03-20 15:50:38,009 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 132/220 +[2025-03-20 15:50:38,503 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 133/220 +[2025-03-20 15:50:38,538 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 134/220 +[2025-03-20 15:50:38,590 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 135/220 +[2025-03-20 15:50:38,625 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 136/220 +[2025-03-20 15:50:38,664 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 137/220 +[2025-03-20 15:50:38,700 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 138/220 +[2025-03-20 15:50:38,736 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 139/220 +[2025-03-20 15:50:38,772 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 140/220 +[2025-03-20 15:50:38,814 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 141/220 +[2025-03-20 15:50:38,851 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 142/220 +[2025-03-20 15:50:38,886 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 143/220 +[2025-03-20 15:50:38,921 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 144/220 +[2025-03-20 15:50:38,957 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 145/220 +[2025-03-20 15:50:38,998 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 146/220 +[2025-03-20 15:50:39,033 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 147/220 +[2025-03-20 15:50:39,067 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 148/220 +[2025-03-20 15:50:39,102 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 149/220 +[2025-03-20 15:50:39,143 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 150/220 +[2025-03-20 15:50:39,177 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 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15:50:40,384 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 181/220 +[2025-03-20 15:50:40,443 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 182/220 +[2025-03-20 15:50:40,479 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 183/220 +[2025-03-20 15:50:40,516 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 184/220 +[2025-03-20 15:50:40,551 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 185/220 +[2025-03-20 15:50:40,587 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 186/220 +[2025-03-20 15:50:40,623 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 187/220 +[2025-03-20 15:50:40,660 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 188/220 +[2025-03-20 15:50:40,701 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 189/220 +[2025-03-20 15:50:40,744 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 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201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 210/220 +[2025-03-20 15:50:41,630 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 211/220 +[2025-03-20 15:50:41,670 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 212/220 +[2025-03-20 15:50:41,713 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 213/220 +[2025-03-20 15:50:41,756 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 214/220 +[2025-03-20 15:50:41,798 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 215/220 +[2025-03-20 15:50:41,843 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 216/220 +[2025-03-20 15:50:41,887 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 217/220 +[2025-03-20 15:50:41,926 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 218/220 +[2025-03-20 15:50:41,975 INFO test.py line 201 4037470] Test: 29/34-Area_5-hallway_8, Batch: 219/220 +[2025-03-20 15:50:42,000 INFO test.py line 291 4037470] Test: Area_5-hallway_8 [29/34]-526782 Batch 8.825 (12.574) Accuracy 0.9736 (0.8159) mIoU 0.6778 (0.7748) +[2025-03-20 15:50:42,066 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 0/192 +[2025-03-20 15:50:42,115 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 1/192 +[2025-03-20 15:50:42,158 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 2/192 +[2025-03-20 15:50:42,202 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 3/192 +[2025-03-20 15:50:42,250 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 4/192 +[2025-03-20 15:50:42,301 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 5/192 +[2025-03-20 15:50:42,344 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 6/192 +[2025-03-20 15:50:42,387 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 7/192 +[2025-03-20 15:50:42,430 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 8/192 +[2025-03-20 15:50:42,472 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 9/192 +[2025-03-20 15:50:42,514 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 10/192 +[2025-03-20 15:50:42,556 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 11/192 +[2025-03-20 15:50:42,598 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 12/192 +[2025-03-20 15:50:42,640 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 13/192 +[2025-03-20 15:50:42,682 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 14/192 +[2025-03-20 15:50:42,728 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 15/192 +[2025-03-20 15:50:42,781 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 16/192 +[2025-03-20 15:50:42,833 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 17/192 +[2025-03-20 15:50:42,882 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 18/192 +[2025-03-20 15:50:42,929 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 19/192 +[2025-03-20 15:50:42,981 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 20/192 +[2025-03-20 15:50:43,030 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 21/192 +[2025-03-20 15:50:43,087 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 22/192 +[2025-03-20 15:50:43,157 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 23/192 +[2025-03-20 15:50:43,210 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 24/192 +[2025-03-20 15:50:43,281 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 25/192 +[2025-03-20 15:50:43,342 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 26/192 +[2025-03-20 15:50:43,417 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 27/192 +[2025-03-20 15:50:43,468 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 28/192 +[2025-03-20 15:50:43,515 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 29/192 +[2025-03-20 15:50:43,562 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 30/192 +[2025-03-20 15:50:43,608 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 31/192 +[2025-03-20 15:50:43,656 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 32/192 +[2025-03-20 15:50:43,703 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 33/192 +[2025-03-20 15:50:43,752 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 34/192 +[2025-03-20 15:50:43,797 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 35/192 +[2025-03-20 15:50:43,843 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 36/192 +[2025-03-20 15:50:43,889 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 37/192 +[2025-03-20 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+[2025-03-20 15:50:44,422 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 48/192 +[2025-03-20 15:50:44,470 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 49/192 +[2025-03-20 15:50:44,521 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 50/192 +[2025-03-20 15:50:44,568 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 51/192 +[2025-03-20 15:50:44,615 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 52/192 +[2025-03-20 15:50:44,662 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 53/192 +[2025-03-20 15:50:44,709 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 54/192 +[2025-03-20 15:50:44,757 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 55/192 +[2025-03-20 15:50:44,803 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 56/192 +[2025-03-20 15:50:44,850 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, 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line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 87/192 +[2025-03-20 15:50:46,385 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 88/192 +[2025-03-20 15:50:46,435 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 89/192 +[2025-03-20 15:50:46,486 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 90/192 +[2025-03-20 15:50:46,536 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 91/192 +[2025-03-20 15:50:46,588 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 92/192 +[2025-03-20 15:50:46,638 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 93/192 +[2025-03-20 15:50:46,689 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 94/192 +[2025-03-20 15:50:46,739 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 95/192 +[2025-03-20 15:50:46,782 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 96/192 +[2025-03-20 15:50:46,824 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+[2025-03-20 15:50:47,242 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 107/192 +[2025-03-20 15:50:47,283 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 108/192 +[2025-03-20 15:50:47,325 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 109/192 +[2025-03-20 15:50:47,374 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 110/192 +[2025-03-20 15:50:47,429 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 111/192 +[2025-03-20 15:50:47,471 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 112/192 +[2025-03-20 15:50:47,513 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 113/192 +[2025-03-20 15:50:47,556 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 114/192 +[2025-03-20 15:50:47,598 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 115/192 +[2025-03-20 15:50:47,642 INFO test.py line 201 4037470] Test: 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15:50:50,575 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 175/192 +[2025-03-20 15:50:50,628 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 176/192 +[2025-03-20 15:50:50,680 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 177/192 +[2025-03-20 15:50:50,734 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 178/192 +[2025-03-20 15:50:50,786 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 179/192 +[2025-03-20 15:50:50,838 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 180/192 +[2025-03-20 15:50:50,892 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 181/192 +[2025-03-20 15:50:50,945 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 182/192 +[2025-03-20 15:50:50,996 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 183/192 +[2025-03-20 15:50:51,049 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 184/192 +[2025-03-20 15:50:51,101 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 185/192 +[2025-03-20 15:50:51,152 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 186/192 +[2025-03-20 15:50:51,206 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 187/192 +[2025-03-20 15:50:51,258 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 188/192 +[2025-03-20 15:50:51,309 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 189/192 +[2025-03-20 15:50:51,364 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 190/192 +[2025-03-20 15:50:51,416 INFO test.py line 201 4037470] Test: 30/34-Area_5-office_22, Batch: 191/192 +[2025-03-20 15:50:51,457 INFO test.py line 291 4037470] Test: Area_5-office_22 [30/34]-789364 Batch 9.456 (12.470) Accuracy 0.9521 (0.8163) mIoU 0.8633 (0.7755) +[2025-03-20 15:50:51,519 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 0/192 +[2025-03-20 15:50:51,560 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 1/192 +[2025-03-20 15:50:51,600 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 2/192 +[2025-03-20 15:50:51,641 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 3/192 +[2025-03-20 15:50:51,681 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 4/192 +[2025-03-20 15:50:51,721 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 5/192 +[2025-03-20 15:50:51,765 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 6/192 +[2025-03-20 15:50:51,805 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 7/192 +[2025-03-20 15:50:51,850 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 8/192 +[2025-03-20 15:50:51,890 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 9/192 +[2025-03-20 15:50:51,932 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 10/192 +[2025-03-20 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+[2025-03-20 15:50:52,430 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 21/192 +[2025-03-20 15:50:52,477 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 22/192 +[2025-03-20 15:50:52,539 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 23/192 +[2025-03-20 15:50:52,594 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 24/192 +[2025-03-20 15:50:52,649 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 25/192 +[2025-03-20 15:50:52,703 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 26/192 +[2025-03-20 15:50:52,757 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 27/192 +[2025-03-20 15:50:52,820 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 28/192 +[2025-03-20 15:50:52,874 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 29/192 +[2025-03-20 15:50:52,932 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, 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line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 60/192 +[2025-03-20 15:50:54,361 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 61/192 +[2025-03-20 15:50:54,410 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 62/192 +[2025-03-20 15:50:54,454 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 63/192 +[2025-03-20 15:50:54,499 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 64/192 +[2025-03-20 15:50:54,547 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 65/192 +[2025-03-20 15:50:54,593 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 66/192 +[2025-03-20 15:50:54,639 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 67/192 +[2025-03-20 15:50:54,685 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 68/192 +[2025-03-20 15:50:54,731 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 69/192 +[2025-03-20 15:50:54,776 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31/34-Area_5-storage_1, Batch: 187/192 +[2025-03-20 15:51:00,296 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 188/192 +[2025-03-20 15:51:00,344 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 189/192 +[2025-03-20 15:51:00,393 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 190/192 +[2025-03-20 15:51:00,448 INFO test.py line 201 4037470] Test: 31/34-Area_5-storage_1, Batch: 191/192 +[2025-03-20 15:51:00,475 INFO test.py line 291 4037470] Test: Area_5-storage_1 [31/34]-637533 Batch 9.017 (12.359) Accuracy 0.7807 (0.8148) mIoU 0.3554 (0.7716) +[2025-03-20 15:51:00,561 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 0/197 +[2025-03-20 15:51:00,601 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 1/197 +[2025-03-20 15:51:00,642 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 2/197 +[2025-03-20 15:51:00,681 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 3/197 +[2025-03-20 15:51:00,722 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 4/197 +[2025-03-20 15:51:00,762 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 5/197 +[2025-03-20 15:51:00,803 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 6/197 +[2025-03-20 15:51:00,845 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 7/197 +[2025-03-20 15:51:00,886 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 8/197 +[2025-03-20 15:51:00,925 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 9/197 +[2025-03-20 15:51:00,966 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 10/197 +[2025-03-20 15:51:01,005 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 11/197 +[2025-03-20 15:51:01,046 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 12/197 +[2025-03-20 15:51:01,085 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 13/197 +[2025-03-20 15:51:01,126 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 14/197 +[2025-03-20 15:51:01,165 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 15/197 +[2025-03-20 15:51:01,206 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 16/197 +[2025-03-20 15:51:01,245 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 17/197 +[2025-03-20 15:51:01,286 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 18/197 +[2025-03-20 15:51:01,325 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 19/197 +[2025-03-20 15:51:01,365 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 20/197 +[2025-03-20 15:51:01,405 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 21/197 +[2025-03-20 15:51:01,448 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 22/197 +[2025-03-20 15:51:01,490 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 23/197 +[2025-03-20 15:51:01,533 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 24/197 +[2025-03-20 15:51:01,576 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 25/197 +[2025-03-20 15:51:01,617 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 26/197 +[2025-03-20 15:51:01,659 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 27/197 +[2025-03-20 15:51:01,701 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 28/197 +[2025-03-20 15:51:01,743 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 29/197 +[2025-03-20 15:51:01,784 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 30/197 +[2025-03-20 15:51:01,826 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 31/197 +[2025-03-20 15:51:01,867 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 32/197 +[2025-03-20 15:51:01,909 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 33/197 +[2025-03-20 15:51:01,951 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 34/197 +[2025-03-20 15:51:01,993 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 35/197 +[2025-03-20 15:51:02,035 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 36/197 +[2025-03-20 15:51:02,077 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 37/197 +[2025-03-20 15:51:02,119 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 38/197 +[2025-03-20 15:51:02,162 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 39/197 +[2025-03-20 15:51:02,204 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 40/197 +[2025-03-20 15:51:02,246 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 41/197 +[2025-03-20 15:51:02,287 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 42/197 +[2025-03-20 15:51:02,329 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 43/197 +[2025-03-20 15:51:02,373 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 44/197 +[2025-03-20 15:51:02,417 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 45/197 +[2025-03-20 15:51:02,460 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 46/197 +[2025-03-20 15:51:02,504 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 47/197 +[2025-03-20 15:51:02,547 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 48/197 +[2025-03-20 15:51:02,590 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 49/197 +[2025-03-20 15:51:02,634 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 50/197 +[2025-03-20 15:51:02,677 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 51/197 +[2025-03-20 15:51:02,721 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 52/197 +[2025-03-20 15:51:02,764 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 53/197 +[2025-03-20 15:51:02,810 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 54/197 +[2025-03-20 15:51:02,853 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 55/197 +[2025-03-20 15:51:02,898 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 56/197 +[2025-03-20 15:51:02,943 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 57/197 +[2025-03-20 15:51:02,988 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 58/197 +[2025-03-20 15:51:03,032 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 59/197 +[2025-03-20 15:51:03,076 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 60/197 +[2025-03-20 15:51:03,120 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 61/197 +[2025-03-20 15:51:03,165 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 62/197 +[2025-03-20 15:51:03,212 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 63/197 +[2025-03-20 15:51:03,260 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 64/197 +[2025-03-20 15:51:03,305 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 65/197 +[2025-03-20 15:51:03,352 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 66/197 +[2025-03-20 15:51:03,398 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 67/197 +[2025-03-20 15:51:03,445 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 68/197 +[2025-03-20 15:51:03,491 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 69/197 +[2025-03-20 15:51:03,538 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 70/197 +[2025-03-20 15:51:03,584 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 71/197 +[2025-03-20 15:51:03,630 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 72/197 +[2025-03-20 15:51:03,676 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 73/197 +[2025-03-20 15:51:03,723 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 74/197 +[2025-03-20 15:51:03,768 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 75/197 +[2025-03-20 15:51:03,815 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 76/197 +[2025-03-20 15:51:03,860 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 77/197 +[2025-03-20 15:51:03,907 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 78/197 +[2025-03-20 15:51:03,957 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 79/197 +[2025-03-20 15:51:04,006 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 80/197 +[2025-03-20 15:51:04,054 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 81/197 +[2025-03-20 15:51:04,103 INFO test.py line 201 4037470] Test: 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4037470] Test: 32/34-Area_5-storage_4, Batch: 92/197 +[2025-03-20 15:51:04,641 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 93/197 +[2025-03-20 15:51:04,692 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 94/197 +[2025-03-20 15:51:04,740 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 95/197 +[2025-03-20 15:51:04,790 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 96/197 +[2025-03-20 15:51:04,840 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 97/197 +[2025-03-20 15:51:04,884 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 98/197 +[2025-03-20 15:51:04,924 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 99/197 +[2025-03-20 15:51:04,964 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 100/197 +[2025-03-20 15:51:05,005 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 101/197 +[2025-03-20 15:51:05,045 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 102/197 +[2025-03-20 15:51:05,090 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 103/197 +[2025-03-20 15:51:05,130 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 104/197 +[2025-03-20 15:51:05,186 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 105/197 +[2025-03-20 15:51:05,226 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 106/197 +[2025-03-20 15:51:05,267 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 107/197 +[2025-03-20 15:51:05,306 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 108/197 +[2025-03-20 15:51:05,347 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 109/197 +[2025-03-20 15:51:05,389 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 110/197 +[2025-03-20 15:51:05,429 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 111/197 +[2025-03-20 15:51:05,470 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 112/197 +[2025-03-20 15:51:05,510 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 113/197 +[2025-03-20 15:51:05,550 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 114/197 +[2025-03-20 15:51:05,591 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 115/197 +[2025-03-20 15:51:05,631 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 116/197 +[2025-03-20 15:51:05,672 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 117/197 +[2025-03-20 15:51:05,712 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 118/197 +[2025-03-20 15:51:05,752 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 119/197 +[2025-03-20 15:51:05,795 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 120/197 +[2025-03-20 15:51:05,837 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 32/34-Area_5-storage_4, Batch: 131/197 +[2025-03-20 15:51:06,341 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 132/197 +[2025-03-20 15:51:06,385 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 133/197 +[2025-03-20 15:51:06,426 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 134/197 +[2025-03-20 15:51:06,471 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 135/197 +[2025-03-20 15:51:06,514 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 136/197 +[2025-03-20 15:51:06,562 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 137/197 +[2025-03-20 15:51:06,600 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 138/197 +[2025-03-20 15:51:06,639 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 139/197 +[2025-03-20 15:51:06,681 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 140/197 +[2025-03-20 15:51:06,720 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 141/197 +[2025-03-20 15:51:06,765 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 142/197 +[2025-03-20 15:51:06,810 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 143/197 +[2025-03-20 15:51:06,855 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 144/197 +[2025-03-20 15:51:06,900 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 145/197 +[2025-03-20 15:51:06,944 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 146/197 +[2025-03-20 15:51:06,988 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 147/197 +[2025-03-20 15:51:07,032 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 148/197 +[2025-03-20 15:51:07,091 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 149/197 +[2025-03-20 15:51:07,141 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 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201 4037470] Test: 32/34-Area_5-storage_4, Batch: 170/197 +[2025-03-20 15:51:08,164 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 171/197 +[2025-03-20 15:51:08,211 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 172/197 +[2025-03-20 15:51:08,258 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 173/197 +[2025-03-20 15:51:08,304 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 174/197 +[2025-03-20 15:51:08,350 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 175/197 +[2025-03-20 15:51:08,396 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 176/197 +[2025-03-20 15:51:08,442 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 177/197 +[2025-03-20 15:51:08,490 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 178/197 +[2025-03-20 15:51:08,538 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 179/197 +[2025-03-20 15:51:08,589 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 180/197 +[2025-03-20 15:51:08,637 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 181/197 +[2025-03-20 15:51:08,684 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 182/197 +[2025-03-20 15:51:08,732 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 183/197 +[2025-03-20 15:51:08,780 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 184/197 +[2025-03-20 15:51:08,829 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 185/197 +[2025-03-20 15:51:08,879 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 186/197 +[2025-03-20 15:51:08,927 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 187/197 +[2025-03-20 15:51:08,976 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 188/197 +[2025-03-20 15:51:09,023 INFO test.py line 201 4037470] Test: 32/34-Area_5-storage_4, Batch: 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15:52:04,711 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 1/248 +[2025-03-20 15:52:04,839 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 2/248 +[2025-03-20 15:52:04,967 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 3/248 +[2025-03-20 15:52:05,084 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 4/248 +[2025-03-20 15:52:05,200 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 5/248 +[2025-03-20 15:52:05,317 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 6/248 +[2025-03-20 15:52:05,432 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 7/248 +[2025-03-20 15:52:05,548 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 8/248 +[2025-03-20 15:52:05,664 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 9/248 +[2025-03-20 15:52:05,780 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 10/248 +[2025-03-20 15:52:05,896 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 11/248 +[2025-03-20 15:52:06,013 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 12/248 +[2025-03-20 15:52:06,129 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 13/248 +[2025-03-20 15:52:06,258 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 14/248 +[2025-03-20 15:52:06,376 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 15/248 +[2025-03-20 15:52:06,501 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 16/248 +[2025-03-20 15:52:06,617 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 17/248 +[2025-03-20 15:52:06,744 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 18/248 +[2025-03-20 15:52:06,862 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 19/248 +[2025-03-20 15:52:06,990 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 20/248 +[2025-03-20 15:52:07,108 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 21/248 +[2025-03-20 15:52:07,231 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 22/248 +[2025-03-20 15:52:07,349 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 23/248 +[2025-03-20 15:52:07,473 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 24/248 +[2025-03-20 15:52:07,590 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 25/248 +[2025-03-20 15:52:07,715 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 26/248 +[2025-03-20 15:52:07,832 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 27/248 +[2025-03-20 15:52:07,949 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 28/248 +[2025-03-20 15:52:08,071 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 29/248 +[2025-03-20 15:52:08,222 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 30/248 +[2025-03-20 15:52:08,352 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 31/248 +[2025-03-20 15:52:08,483 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 32/248 +[2025-03-20 15:52:08,615 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 33/248 +[2025-03-20 15:52:08,743 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 34/248 +[2025-03-20 15:52:08,872 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 35/248 +[2025-03-20 15:52:09,000 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 36/248 +[2025-03-20 15:52:09,128 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 37/248 +[2025-03-20 15:52:09,256 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 38/248 +[2025-03-20 15:52:09,384 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 39/248 +[2025-03-20 15:52:09,512 INFO test.py line 201 4037470] Test: 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4037470] Test: 33/34-Area_5-hallway_1, Batch: 50/248 +[2025-03-20 15:52:10,914 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 51/248 +[2025-03-20 15:52:11,041 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 52/248 +[2025-03-20 15:52:11,196 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 53/248 +[2025-03-20 15:52:11,339 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 54/248 +[2025-03-20 15:52:11,481 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 55/248 +[2025-03-20 15:52:11,624 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 56/248 +[2025-03-20 15:52:11,766 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 57/248 +[2025-03-20 15:52:11,908 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 58/248 +[2025-03-20 15:52:12,050 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 59/248 +[2025-03-20 15:52:12,191 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 60/248 +[2025-03-20 15:52:12,333 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 61/248 +[2025-03-20 15:52:12,475 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 62/248 +[2025-03-20 15:52:12,617 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 63/248 +[2025-03-20 15:52:12,759 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 64/248 +[2025-03-20 15:52:12,902 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 65/248 +[2025-03-20 15:52:13,045 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 66/248 +[2025-03-20 15:52:13,188 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 67/248 +[2025-03-20 15:52:13,330 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 68/248 +[2025-03-20 15:52:13,472 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 69/248 +[2025-03-20 15:52:13,613 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 70/248 +[2025-03-20 15:52:13,755 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 71/248 +[2025-03-20 15:52:13,897 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 72/248 +[2025-03-20 15:52:14,039 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 73/248 +[2025-03-20 15:52:14,180 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 74/248 +[2025-03-20 15:52:14,322 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 75/248 +[2025-03-20 15:52:14,485 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 76/248 +[2025-03-20 15:52:14,640 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 77/248 +[2025-03-20 15:52:14,793 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 78/248 +[2025-03-20 15:52:14,947 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 79/248 +[2025-03-20 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+[2025-03-20 15:52:16,631 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 90/248 +[2025-03-20 15:52:16,784 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 91/248 +[2025-03-20 15:52:16,937 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 92/248 +[2025-03-20 15:52:17,091 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 93/248 +[2025-03-20 15:52:17,245 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 94/248 +[2025-03-20 15:52:17,400 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 95/248 +[2025-03-20 15:52:17,553 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 96/248 +[2025-03-20 15:52:17,705 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 97/248 +[2025-03-20 15:52:17,858 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 98/248 +[2025-03-20 15:52:18,011 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 99/248 +[2025-03-20 15:52:18,164 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 100/248 +[2025-03-20 15:52:18,317 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 101/248 +[2025-03-20 15:52:18,495 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 102/248 +[2025-03-20 15:52:18,660 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 103/248 +[2025-03-20 15:52:18,825 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 104/248 +[2025-03-20 15:52:18,988 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 105/248 +[2025-03-20 15:52:19,152 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 106/248 +[2025-03-20 15:52:19,316 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 107/248 +[2025-03-20 15:52:19,480 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 108/248 +[2025-03-20 15:52:19,644 INFO test.py line 201 4037470] Test: 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201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 236/248 +[2025-03-20 15:52:37,686 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 237/248 +[2025-03-20 15:52:37,858 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 238/248 +[2025-03-20 15:52:38,022 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 239/248 +[2025-03-20 15:52:38,187 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 240/248 +[2025-03-20 15:52:38,359 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 241/248 +[2025-03-20 15:52:38,523 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 242/248 +[2025-03-20 15:52:38,688 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 243/248 +[2025-03-20 15:52:38,857 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 244/248 +[2025-03-20 15:52:39,022 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 245/248 +[2025-03-20 15:52:39,187 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 246/248 +[2025-03-20 15:52:39,351 INFO test.py line 201 4037470] Test: 33/34-Area_5-hallway_1, Batch: 247/248 +[2025-03-20 15:52:39,481 INFO test.py line 291 4037470] Test: Area_5-hallway_1 [33/34]-3361173 Batch 35.096 (12.944) Accuracy 0.7494 (0.7863) mIoU 0.3398 (0.7326) +[2025-03-20 15:52:39,566 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 0/194 +[2025-03-20 15:52:39,622 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 1/194 +[2025-03-20 15:52:39,678 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 2/194 +[2025-03-20 15:52:39,734 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 3/194 +[2025-03-20 15:52:39,793 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 4/194 +[2025-03-20 15:52:39,850 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 5/194 +[2025-03-20 15:52:39,909 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 6/194 +[2025-03-20 15:52:39,965 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 7/194 +[2025-03-20 15:52:40,031 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 8/194 +[2025-03-20 15:52:40,087 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 9/194 +[2025-03-20 15:52:40,143 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 10/194 +[2025-03-20 15:52:40,201 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 11/194 +[2025-03-20 15:52:40,257 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 12/194 +[2025-03-20 15:52:40,323 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 13/194 +[2025-03-20 15:52:40,380 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 14/194 +[2025-03-20 15:52:40,436 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 15/194 +[2025-03-20 15:52:40,494 INFO test.py 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15:52:50,777 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 173/194 +[2025-03-20 15:52:50,846 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 174/194 +[2025-03-20 15:52:50,914 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 175/194 +[2025-03-20 15:52:50,983 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 176/194 +[2025-03-20 15:52:51,055 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 177/194 +[2025-03-20 15:52:51,129 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 178/194 +[2025-03-20 15:52:51,202 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 179/194 +[2025-03-20 15:52:51,275 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 180/194 +[2025-03-20 15:52:51,349 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 181/194 +[2025-03-20 15:52:51,425 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 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34/34-Area_5-office_14, Batch: 192/194 +[2025-03-20 15:52:52,246 INFO test.py line 201 4037470] Test: 34/34-Area_5-office_14, Batch: 193/194 +[2025-03-20 15:52:52,294 INFO test.py line 291 4037470] Test: Area_5-office_14 [34/34]-1192488 Batch 12.813 (12.940) Accuracy 0.8894 (0.7861) mIoU 0.7852 (0.7322) +[2025-03-20 15:52:53,964 INFO test.py line 308 4037470] Syncing ... +[2025-03-20 15:55:08,190 INFO test.py line 336 4037470] Val result: mIoU/mAcc/allAcc 0.7217/0.7733/0.9121 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_0 - ceiling Result: iou/accuracy 0.9417/0.9598 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_1 - floor Result: iou/accuracy 0.9842/0.9911 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_2 - wall Result: iou/accuracy 0.8532/0.9734 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_3 - beam Result: iou/accuracy 0.0000/0.0000 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_4 - column Result: iou/accuracy 0.4359/0.4718 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_5 - window Result: iou/accuracy 0.5964/0.6112 +[2025-03-20 15:55:08,190 INFO test.py line 342 4037470] Class_6 - door Result: iou/accuracy 0.7335/0.8338 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_7 - table Result: iou/accuracy 0.8337/0.9114 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_8 - chair Result: iou/accuracy 0.9202/0.9660 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_9 - sofa Result: iou/accuracy 0.8255/0.8459 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_10 - bookcase Result: iou/accuracy 0.7756/0.8450 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_11 - board Result: iou/accuracy 0.8435/0.8734 +[2025-03-20 15:55:08,191 INFO test.py line 342 4037470] Class_12 - clutter Result: iou/accuracy 0.6390/0.7705 +[2025-03-20 15:55:08,191 INFO test.py line 350 4037470] <<<<<<<<<<<<<<<<< End Evaluation 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