diff --git "a/scannet/semseg-spunet-efficient-la200/train.log" "b/scannet/semseg-spunet-efficient-la200/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-la200/train.log" @@ -0,0 +1,22109 @@ +[2025-02-27 15:18:22,464 INFO train.py line 128 276539] => Loading config ... +[2025-02-27 15:18:22,464 INFO train.py line 130 276539] Save path: exp/scannet/semseg-spunet-efficient-la200 +[2025-02-27 15:18:23,127 INFO train.py line 131 276539] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 11004649 +save_path = 'exp/scannet/semseg-spunet-efficient-la200' +num_worker = 64 +batch_size = 32 +batch_size_val = None +batch_size_test = None +epoch = 800 +eval_epoch = 100 +clip_grad = None +sync_bn = False +enable_amp = True +empty_cache = False +empty_cache_per_epoch = False +find_unused_parameters = True +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=50, key='loss'), + dict(type='CustomSemSegEvaluator'), + dict(type='CheckpointSaver', save_freq=None), + dict(type='PreciseEvaluator', test_last=False) +] +train = dict(type='DefaultTrainer') +test = dict(type='SemSegTester', verbose=True) +evaluate_interval = [(1, 1), (90, 1)] +model = dict( + type='DefaultSegmentor', + backbone=dict( + type='SpUNet-v1m1', + in_channels=6, + num_classes=20, + channels=(32, 64, 128, 256, 256, 128, 96, 96), + layers=(2, 3, 4, 6, 2, 2, 2, 2)), + criteria=[ + dict(type='CrossEntropyLoss', loss_weight=1.0, ignore_index=-1), + dict( + type='LovaszLoss', + mode='multiclass', + loss_weight=1.0, + ignore_index=-1) + ]) +optimizer = dict(type='AdamW', lr=0.006, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.006, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'ScanNetDataset' +data_root = 'data/scannet' +data = dict( + num_classes=20, + ignore_index=-1, + names=[ + 'wall', 'floor', 'cabinet', 'bed', 'chair', 'sofa', 'table', 'door', + 'window', 'bookshelf', 'picture', 'counter', 'desk', 'curtain', + 'refridgerator', 'shower curtain', 'toilet', 'sink', 'bathtub', + 'otherfurniture' + ], + train=dict( + type='ScanNetDataset', + split='train', + data_root='data/scannet', + la_file='data/scannet/tasks/points/points200', + ignore_index=-1, + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=100000, mode='random'), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict(type='ShufflePoint'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False, + loop=8), + val=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False), + test=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict(type='NormalizeColor') + ], + test_mode=True, + test_cfg=dict( + voxelize=dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='test', + return_grid_coord=True, + keys=('coord', 'color', 'normal')), + crop=None, + post_transform=[ + dict(type='CenterShift', apply_z=False), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'index'), + feat_keys=('color', 'normal')) + ], + aug_transform=[[{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], [{ + 'type': 'RandomFlip', + 'p': 1 + }]]))) +num_worker_per_gpu = 16 +batch_size_per_gpu = 8 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-02-27 15:18:23,128 INFO train.py line 132 276539] => Building model ... +[2025-02-27 15:18:24,004 INFO train.py line 225 276539] Num params: 39157844 +[2025-02-27 15:18:24,280 INFO train.py line 134 276539] => Building writer ... +[2025-02-27 15:18:24,282 INFO train.py line 235 276539] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-la200 +[2025-02-27 15:18:24,282 INFO train.py line 136 276539] => Building train dataset & dataloader ... +[2025-02-27 15:18:24,396 INFO defaults.py line 68 276539] Totally 1201 x 8 samples in train set. +[2025-02-27 15:18:24,396 INFO train.py line 138 276539] => Building val dataset & dataloader ... +[2025-02-27 15:18:24,397 INFO defaults.py line 68 276539] Totally 312 x 1 samples in val set. +[2025-02-27 15:18:24,397 INFO train.py line 140 276539] => Building optimize, scheduler, scaler(amp) ... +[2025-02-27 15:18:24,398 INFO train.py line 144 276539] => Building hooks ... +[2025-02-27 15:18:24,398 INFO misc.py line 214 276539] => Loading checkpoint & weight ... +[2025-02-27 15:18:24,398 INFO misc.py line 216 276539] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-02-27 15:18:25,072 INFO misc.py line 221 276539] Loading layer weights with keyword: , replace keyword with: +[2025-02-27 15:18:25,083 INFO misc.py line 238 276539] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-02-27 15:18:25,084 INFO train.py line 151 276539] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-02-27 15:21:08,962 INFO hook.py line 109 276539] Train: [1/100][50/300] Data 0.012 (0.006) Batch 0.415 (0.339) Remain 02:49:19 loss: 3.0786 Lr: 6.14811e-04 +[2025-02-27 15:21:26,566 INFO hook.py line 109 276539] Train: [1/100][100/300] Data 0.009 (0.007) Batch 0.330 (0.346) Remain 02:52:20 loss: 2.4023 Lr: 6.59080e-04 +[2025-02-27 15:21:44,176 INFO hook.py line 109 276539] Train: [1/100][150/300] Data 0.003 (0.006) Batch 0.300 (0.348) Remain 02:53:08 loss: 2.1873 Lr: 7.32322e-04 +[2025-02-27 15:22:01,999 INFO hook.py line 109 276539] Train: [1/100][200/300] Data 0.008 (0.007) Batch 0.319 (0.350) Remain 02:53:55 loss: 1.4914 Lr: 8.33734e-04 +[2025-02-27 15:22:19,787 INFO hook.py line 109 276539] Train: [1/100][250/300] Data 0.004 (0.007) Batch 0.302 (0.351) Remain 02:54:10 loss: 1.9468 Lr: 9.62203e-04 +[2025-02-27 15:22:33,240 INFO hook.py line 109 276539] Train: [1/100][300/300] Data 0.002 (0.006) Batch 0.205 (0.337) Remain 02:47:02 loss: 1.7454 Lr: 1.11632e-03 +[2025-02-27 15:22:33,242 INFO misc.py line 135 276539] Train result: loss: 2.4032 +[2025-02-27 15:22:33,317 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:22:50,469 INFO hook.py line 289 276539] Test: [1/78] Loss 1.6414 +[2025-02-27 15:22:50,545 INFO hook.py line 289 276539] Test: [2/78] Loss 1.1462 +[2025-02-27 15:22:51,055 INFO hook.py line 289 276539] Test: [3/78] Loss 0.9494 +[2025-02-27 15:22:51,490 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6078 +[2025-02-27 15:22:51,710 INFO hook.py line 289 276539] Test: [5/78] Loss 0.8299 +[2025-02-27 15:22:51,760 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5650 +[2025-02-27 15:22:51,816 INFO hook.py line 289 276539] Test: [7/78] Loss 1.0752 +[2025-02-27 15:22:51,843 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5211 +[2025-02-27 15:22:51,924 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0924 +[2025-02-27 15:22:52,250 INFO hook.py line 289 276539] Test: [10/78] Loss 1.7664 +[2025-02-27 15:22:52,297 INFO hook.py line 289 276539] Test: [11/78] Loss 1.1588 +[2025-02-27 15:22:52,334 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8106 +[2025-02-27 15:22:52,387 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5742 +[2025-02-27 15:22:52,426 INFO hook.py line 289 276539] Test: [14/78] Loss 2.4000 +[2025-02-27 15:22:52,463 INFO hook.py line 289 276539] Test: [15/78] Loss 2.1982 +[2025-02-27 15:22:52,974 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3470 +[2025-02-27 15:22:53,009 INFO hook.py line 289 276539] Test: [17/78] Loss 1.0460 +[2025-02-27 15:22:53,046 INFO hook.py line 289 276539] Test: [18/78] Loss 1.5431 +[2025-02-27 15:22:53,096 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2139 +[2025-02-27 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line 289 276539] Test: [44/78] Loss 0.9508 +[2025-02-27 15:22:54,182 INFO hook.py line 289 276539] Test: [45/78] Loss 1.4578 +[2025-02-27 15:22:54,230 INFO hook.py line 289 276539] Test: [46/78] Loss 1.7156 +[2025-02-27 15:22:54,267 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5700 +[2025-02-27 15:22:54,299 INFO hook.py line 289 276539] Test: [48/78] Loss 1.7118 +[2025-02-27 15:22:54,329 INFO hook.py line 289 276539] Test: [49/78] Loss 2.3946 +[2025-02-27 15:22:54,360 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2306 +[2025-02-27 15:22:54,387 INFO hook.py line 289 276539] Test: [51/78] Loss 1.8852 +[2025-02-27 15:22:54,427 INFO hook.py line 289 276539] Test: [52/78] Loss 1.5133 +[2025-02-27 15:22:54,451 INFO hook.py line 289 276539] Test: [53/78] Loss 0.9199 +[2025-02-27 15:22:54,483 INFO hook.py line 289 276539] Test: [54/78] Loss 2.4178 +[2025-02-27 15:22:54,519 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2323 +[2025-02-27 15:22:54,556 INFO hook.py line 289 276539] Test: [56/78] Loss 0.9687 +[2025-02-27 15:22:54,587 INFO hook.py line 289 276539] Test: [57/78] Loss 1.2407 +[2025-02-27 15:22:54,617 INFO hook.py line 289 276539] Test: [58/78] Loss 1.5842 +[2025-02-27 15:22:54,654 INFO hook.py line 289 276539] Test: [59/78] Loss 1.1112 +[2025-02-27 15:22:54,688 INFO hook.py line 289 276539] Test: [60/78] Loss 1.3708 +[2025-02-27 15:22:54,717 INFO hook.py line 289 276539] Test: [61/78] Loss 2.0038 +[2025-02-27 15:22:54,754 INFO hook.py line 289 276539] Test: [62/78] Loss 1.2175 +[2025-02-27 15:22:54,789 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2869 +[2025-02-27 15:22:54,848 INFO hook.py line 289 276539] Test: [64/78] Loss 1.8393 +[2025-02-27 15:22:54,877 INFO hook.py line 289 276539] Test: [65/78] Loss 2.1550 +[2025-02-27 15:22:54,914 INFO hook.py line 289 276539] Test: [66/78] Loss 1.2153 +[2025-02-27 15:22:54,950 INFO hook.py line 289 276539] Test: [67/78] Loss 1.2816 +[2025-02-27 15:22:54,983 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1839 +[2025-02-27 15:22:55,011 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4211 +[2025-02-27 15:22:55,063 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3221 +[2025-02-27 15:22:55,106 INFO hook.py line 289 276539] Test: [71/78] Loss 1.8836 +[2025-02-27 15:22:55,155 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5767 +[2025-02-27 15:22:55,201 INFO hook.py line 289 276539] Test: [73/78] Loss 1.0260 +[2025-02-27 15:22:55,240 INFO hook.py line 289 276539] Test: [74/78] Loss 2.2612 +[2025-02-27 15:22:55,294 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4776 +[2025-02-27 15:22:55,324 INFO hook.py line 289 276539] Test: [76/78] Loss 1.2509 +[2025-02-27 15:22:55,378 INFO hook.py line 289 276539] Test: [77/78] Loss 0.7144 +[2025-02-27 15:22:55,402 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5672 +[2025-02-27 15:22:56,902 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:22:56,903 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:22:56,903 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] wall : 0.7503 0.9122 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] floor : 0.9045 0.9826 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] cabinet : 0.2807 0.6825 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] bed : 0.1600 0.1949 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] chair : 0.8344 0.9057 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] sofa : 0.4604 0.5154 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] table : 0.3991 0.8538 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] door : 0.5106 0.7276 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] window : 0.3430 0.4276 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] bookshelf : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] picture : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] counter : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] desk : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] curtain : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] refridgerator : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] shower curtain : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] toilet : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] sink : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] bathtub : 0.0000 0.0000 +[2025-02-27 15:22:56,903 INFO hook.py line 232 276539] otherfurniture : 0.3569 0.4020 +[2025-02-27 15:22:56,903 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:22:56,903 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.2500/0.3302/0.7604. +[2025-02-27 15:22:56,904 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:22:56,912 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.2500 +[2025-02-27 15:22:56,912 INFO misc.py line 164 276539] Currently Best mIoU: 0.2500 +[2025-02-27 15:22:56,912 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:23:19,875 INFO hook.py line 109 276539] Train: [2/100][50/300] Data 0.010 (0.005) Batch 0.337 (0.324) Remain 02:40:02 loss: 1.4135 Lr: 1.29439e-03 +[2025-02-27 15:23:33,751 INFO hook.py line 109 276539] Train: [2/100][100/300] Data 0.004 (0.005) Batch 0.262 (0.300) Remain 02:27:59 loss: 1.0165 Lr: 1.49447e-03 +[2025-02-27 15:23:47,494 INFO hook.py line 109 276539] Train: [2/100][150/300] Data 0.005 (0.005) Batch 0.262 (0.291) Remain 02:23:32 loss: 1.3739 Lr: 1.71435e-03 +[2025-02-27 15:24:04,164 INFO hook.py line 109 276539] Train: [2/100][200/300] Data 0.008 (0.005) Batch 0.389 (0.302) Remain 02:28:31 loss: 1.1342 Lr: 1.95163e-03 +[2025-02-27 15:24:22,113 INFO hook.py line 109 276539] Train: [2/100][250/300] Data 0.005 (0.005) Batch 0.412 (0.314) Remain 02:33:55 loss: 1.1237 Lr: 2.20371e-03 +[2025-02-27 15:24:35,505 INFO hook.py line 109 276539] Train: [2/100][300/300] Data 0.002 (0.005) Batch 0.211 (0.306) Remain 02:29:53 loss: 1.3408 Lr: 2.46781e-03 +[2025-02-27 15:24:35,506 INFO misc.py line 135 276539] Train result: loss: 1.3362 +[2025-02-27 15:24:35,586 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:24:55,090 INFO hook.py line 289 276539] Test: [1/78] Loss 0.6724 +[2025-02-27 15:24:55,147 INFO hook.py line 289 276539] Test: [2/78] Loss 1.1590 +[2025-02-27 15:24:55,198 INFO hook.py line 289 276539] Test: [3/78] Loss 0.7709 +[2025-02-27 15:24:55,285 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4961 +[2025-02-27 15:24:55,317 INFO hook.py line 289 276539] Test: [5/78] Loss 0.7196 +[2025-02-27 15:24:55,377 INFO hook.py line 289 276539] Test: [6/78] Loss 2.0511 +[2025-02-27 15:24:55,522 INFO hook.py line 289 276539] Test: [7/78] Loss 1.0476 +[2025-02-27 15:24:55,632 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5864 +[2025-02-27 15:24:55,684 INFO hook.py line 289 276539] Test: [9/78] Loss 1.4414 +[2025-02-27 15:24:55,723 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8730 +[2025-02-27 15:24:55,769 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7512 +[2025-02-27 15:24:55,806 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9420 +[2025-02-27 15:24:55,857 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5848 +[2025-02-27 15:24:55,934 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8621 +[2025-02-27 15:24:55,978 INFO hook.py line 289 276539] Test: [15/78] Loss 1.8961 +[2025-02-27 15:24:56,568 INFO hook.py line 289 276539] Test: [16/78] Loss 0.5923 +[2025-02-27 15:24:56,608 INFO hook.py line 289 276539] Test: [17/78] Loss 1.3018 +[2025-02-27 15:24:56,649 INFO hook.py line 289 276539] Test: [18/78] Loss 2.0325 +[2025-02-27 15:24:56,700 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2600 +[2025-02-27 15:24:56,744 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1280 +[2025-02-27 15:24:56,793 INFO hook.py line 289 276539] Test: [21/78] Loss 0.5017 +[2025-02-27 15:24:56,842 INFO hook.py line 289 276539] Test: [22/78] Loss 1.7239 +[2025-02-27 15:24:56,878 INFO hook.py line 289 276539] Test: [23/78] Loss 1.5719 +[2025-02-27 15:24:56,921 INFO hook.py line 289 276539] Test: [24/78] Loss 1.2052 +[2025-02-27 15:24:56,960 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1756 +[2025-02-27 15:24:57,001 INFO hook.py line 289 276539] Test: [26/78] Loss 1.3460 +[2025-02-27 15:24:57,060 INFO hook.py line 289 276539] Test: [27/78] Loss 1.6361 +[2025-02-27 15:24:57,104 INFO hook.py line 289 276539] Test: [28/78] Loss 1.0264 +[2025-02-27 15:24:57,147 INFO hook.py line 289 276539] Test: [29/78] Loss 0.5420 +[2025-02-27 15:24:57,198 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7292 +[2025-02-27 15:24:57,264 INFO hook.py line 289 276539] Test: [31/78] Loss 0.7705 +[2025-02-27 15:24:57,306 INFO hook.py line 289 276539] Test: [32/78] Loss 1.0754 +[2025-02-27 15:24:57,365 INFO hook.py line 289 276539] Test: [33/78] Loss 1.0555 +[2025-02-27 15:24:57,404 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9128 +[2025-02-27 15:24:57,446 INFO hook.py line 289 276539] Test: [35/78] Loss 1.1270 +[2025-02-27 15:24:57,497 INFO hook.py line 289 276539] Test: [36/78] Loss 1.1105 +[2025-02-27 15:24:57,549 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5551 +[2025-02-27 15:24:57,593 INFO hook.py line 289 276539] Test: [38/78] Loss 0.6190 +[2025-02-27 15:24:57,667 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4613 +[2025-02-27 15:24:57,713 INFO hook.py line 289 276539] Test: [40/78] Loss 2.3418 +[2025-02-27 15:24:57,767 INFO hook.py line 289 276539] Test: [41/78] Loss 1.5294 +[2025-02-27 15:24:57,808 INFO hook.py line 289 276539] Test: [42/78] Loss 0.5953 +[2025-02-27 15:24:57,866 INFO hook.py line 289 276539] Test: [43/78] Loss 0.6853 +[2025-02-27 15:24:57,918 INFO hook.py line 289 276539] Test: [44/78] Loss 0.8425 +[2025-02-27 15:24:57,967 INFO hook.py line 289 276539] Test: [45/78] Loss 1.2717 +[2025-02-27 15:24:58,035 INFO hook.py line 289 276539] Test: [46/78] Loss 1.0739 +[2025-02-27 15:24:58,082 INFO hook.py line 289 276539] Test: [47/78] Loss 2.6174 +[2025-02-27 15:24:58,136 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8441 +[2025-02-27 15:24:58,174 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0077 +[2025-02-27 15:24:58,207 INFO hook.py line 289 276539] Test: [50/78] Loss 1.3049 +[2025-02-27 15:24:58,245 INFO hook.py line 289 276539] Test: [51/78] Loss 2.5883 +[2025-02-27 15:24:58,278 INFO hook.py line 289 276539] Test: [52/78] Loss 1.4254 +[2025-02-27 15:24:58,307 INFO hook.py line 289 276539] Test: [53/78] Loss 1.2308 +[2025-02-27 15:24:58,343 INFO hook.py line 289 276539] Test: [54/78] Loss 2.3276 +[2025-02-27 15:24:58,379 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2367 +[2025-02-27 15:24:58,419 INFO hook.py line 289 276539] Test: [56/78] Loss 0.7304 +[2025-02-27 15:24:58,451 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0993 +[2025-02-27 15:24:58,478 INFO hook.py line 289 276539] Test: [58/78] Loss 1.0383 +[2025-02-27 15:24:58,516 INFO hook.py line 289 276539] Test: [59/78] Loss 1.2562 +[2025-02-27 15:24:58,548 INFO hook.py line 289 276539] Test: [60/78] Loss 1.3368 +[2025-02-27 15:24:58,575 INFO hook.py line 289 276539] Test: [61/78] Loss 1.2519 +[2025-02-27 15:24:58,611 INFO hook.py line 289 276539] Test: [62/78] Loss 1.2649 +[2025-02-27 15:24:58,648 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3348 +[2025-02-27 15:24:58,702 INFO hook.py line 289 276539] Test: [64/78] Loss 1.9695 +[2025-02-27 15:24:58,731 INFO hook.py line 289 276539] Test: [65/78] Loss 2.2717 +[2025-02-27 15:24:58,771 INFO hook.py line 289 276539] Test: [66/78] Loss 1.0202 +[2025-02-27 15:24:58,808 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8706 +[2025-02-27 15:24:58,840 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0352 +[2025-02-27 15:24:58,872 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4555 +[2025-02-27 15:24:58,927 INFO hook.py line 289 276539] Test: [70/78] Loss 1.4805 +[2025-02-27 15:24:58,968 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3669 +[2025-02-27 15:24:59,019 INFO hook.py line 289 276539] Test: [72/78] Loss 0.7767 +[2025-02-27 15:24:59,068 INFO hook.py line 289 276539] Test: [73/78] Loss 1.2169 +[2025-02-27 15:24:59,107 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0090 +[2025-02-27 15:24:59,157 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4480 +[2025-02-27 15:24:59,185 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8297 +[2025-02-27 15:24:59,239 INFO hook.py line 289 276539] Test: [77/78] Loss 0.8501 +[2025-02-27 15:24:59,265 INFO hook.py line 289 276539] Test: [78/78] Loss 0.9372 +[2025-02-27 15:25:00,760 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:25:00,761 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:25:00,761 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] wall : 0.6229 0.6734 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] floor : 0.9513 0.9767 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] cabinet : 0.4335 0.6257 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] bed : 0.6257 0.8007 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] chair : 0.8142 0.8779 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] sofa : 0.6136 0.9292 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] table : 0.5264 0.5830 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] door : 0.3673 0.8077 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] window : 0.3276 0.7545 +[2025-02-27 15:25:00,761 INFO hook.py line 232 276539] bookshelf : 0.6445 0.8285 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] picture : 0.2047 0.3367 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] counter : 0.5374 0.7169 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] desk : 0.4010 0.8014 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] curtain : 0.2715 0.3127 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] refridgerator : 0.1405 0.2006 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] shower curtain : 0.2172 0.6672 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] toilet : 0.9113 0.9429 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] sink : 0.5054 0.5534 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] bathtub : 0.6156 0.9029 +[2025-02-27 15:25:00,762 INFO hook.py line 232 276539] otherfurniture : 0.3865 0.4459 +[2025-02-27 15:25:00,762 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:25:00,762 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5059/0.6869/0.7731. +[2025-02-27 15:25:00,762 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:25:00,766 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.5059 +[2025-02-27 15:25:00,766 INFO misc.py line 164 276539] Currently Best mIoU: 0.5059 +[2025-02-27 15:25:00,766 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:25:27,182 INFO hook.py line 109 276539] Train: [3/100][50/300] Data 0.008 (0.007) Batch 0.331 (0.372) Remain 03:02:00 loss: 1.3132 Lr: 2.74104e-03 +[2025-02-27 15:25:44,368 INFO hook.py line 109 276539] Train: [3/100][100/300] Data 0.007 (0.006) Batch 0.369 (0.357) Remain 02:54:33 loss: 1.2971 Lr: 3.02040e-03 +[2025-02-27 15:26:02,022 INFO hook.py line 109 276539] Train: [3/100][150/300] Data 0.011 (0.007) Batch 0.331 (0.356) Remain 02:53:30 loss: 1.0284 Lr: 3.30283e-03 +[2025-02-27 15:26:19,589 INFO hook.py line 109 276539] Train: [3/100][200/300] Data 0.003 (0.007) Batch 0.335 (0.355) Remain 02:52:39 loss: 1.0408 Lr: 3.58523e-03 +[2025-02-27 15:26:37,379 INFO hook.py line 109 276539] Train: [3/100][250/300] Data 0.004 (0.007) Batch 0.364 (0.355) Remain 02:52:27 loss: 1.0317 Lr: 3.86450e-03 +[2025-02-27 15:26:50,530 INFO hook.py line 109 276539] Train: [3/100][300/300] Data 0.002 (0.006) Batch 0.224 (0.340) Remain 02:44:39 loss: 1.3080 Lr: 4.13757e-03 +[2025-02-27 15:26:50,531 INFO misc.py line 135 276539] Train result: loss: 1.1924 +[2025-02-27 15:26:50,647 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:27:10,083 INFO hook.py line 289 276539] Test: [1/78] Loss 0.5270 +[2025-02-27 15:27:10,710 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8550 +[2025-02-27 15:27:10,912 INFO hook.py line 289 276539] Test: [3/78] Loss 0.8027 +[2025-02-27 15:27:10,968 INFO hook.py line 289 276539] Test: [4/78] Loss 0.9395 +[2025-02-27 15:27:11,020 INFO hook.py line 289 276539] Test: [5/78] Loss 0.7017 +[2025-02-27 15:27:11,091 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6477 +[2025-02-27 15:27:11,224 INFO hook.py line 289 276539] Test: [7/78] Loss 0.9013 +[2025-02-27 15:27:11,261 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3722 +[2025-02-27 15:27:11,314 INFO hook.py line 289 276539] Test: [9/78] Loss 1.3594 +[2025-02-27 15:27:11,359 INFO hook.py line 289 276539] Test: [10/78] Loss 1.1125 +[2025-02-27 15:27:11,417 INFO hook.py line 289 276539] Test: [11/78] Loss 0.8517 +[2025-02-27 15:27:11,458 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9761 +[2025-02-27 15:27:11,515 INFO hook.py line 289 276539] Test: [13/78] Loss 2.0079 +[2025-02-27 15:27:11,564 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2455 +[2025-02-27 15:27:11,608 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6489 +[2025-02-27 15:27:11,663 INFO hook.py line 289 276539] Test: [16/78] Loss 0.7492 +[2025-02-27 15:27:11,705 INFO hook.py line 289 276539] Test: [17/78] Loss 1.4254 +[2025-02-27 15:27:11,751 INFO hook.py line 289 276539] Test: [18/78] Loss 1.3381 +[2025-02-27 15:27:11,797 INFO hook.py line 289 276539] Test: [19/78] Loss 1.8353 +[2025-02-27 15:27:11,843 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1362 +[2025-02-27 15:27:11,883 INFO hook.py line 289 276539] Test: [21/78] Loss 0.4880 +[2025-02-27 15:27:11,928 INFO hook.py line 289 276539] Test: [22/78] Loss 1.9134 +[2025-02-27 15:27:11,973 INFO hook.py line 289 276539] Test: [23/78] Loss 1.3088 +[2025-02-27 15:27:12,019 INFO hook.py line 289 276539] Test: [24/78] Loss 1.2479 +[2025-02-27 15:27:12,069 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1324 +[2025-02-27 15:27:12,115 INFO hook.py line 289 276539] Test: [26/78] Loss 1.1525 +[2025-02-27 15:27:12,166 INFO hook.py line 289 276539] Test: [27/78] Loss 1.7967 +[2025-02-27 15:27:12,208 INFO hook.py line 289 276539] Test: [28/78] Loss 0.8406 +[2025-02-27 15:27:12,244 INFO hook.py line 289 276539] Test: [29/78] Loss 0.5898 +[2025-02-27 15:27:12,298 INFO hook.py line 289 276539] Test: [30/78] Loss 1.1297 +[2025-02-27 15:27:12,353 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5620 +[2025-02-27 15:27:12,392 INFO hook.py line 289 276539] Test: [32/78] Loss 1.2616 +[2025-02-27 15:27:12,451 INFO hook.py line 289 276539] Test: [33/78] Loss 0.4784 +[2025-02-27 15:27:12,492 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0856 +[2025-02-27 15:27:12,535 INFO hook.py line 289 276539] Test: [35/78] Loss 0.6245 +[2025-02-27 15:27:12,583 INFO hook.py line 289 276539] Test: [36/78] Loss 1.5218 +[2025-02-27 15:27:12,625 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7434 +[2025-02-27 15:27:12,664 INFO hook.py line 289 276539] Test: [38/78] Loss 0.6742 +[2025-02-27 15:27:12,727 INFO hook.py line 289 276539] Test: [39/78] Loss 2.3226 +[2025-02-27 15:27:12,771 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7205 +[2025-02-27 15:27:12,819 INFO hook.py line 289 276539] Test: [41/78] Loss 1.4034 +[2025-02-27 15:27:12,862 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3559 +[2025-02-27 15:27:12,915 INFO hook.py line 289 276539] Test: [43/78] Loss 0.5789 +[2025-02-27 15:27:12,970 INFO hook.py line 289 276539] Test: [44/78] Loss 0.8994 +[2025-02-27 15:27:13,010 INFO hook.py line 289 276539] Test: [45/78] Loss 0.7291 +[2025-02-27 15:27:13,055 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8772 +[2025-02-27 15:27:13,093 INFO hook.py line 289 276539] Test: [47/78] Loss 2.2521 +[2025-02-27 15:27:13,123 INFO hook.py line 289 276539] Test: [48/78] Loss 1.1033 +[2025-02-27 15:27:13,155 INFO hook.py line 289 276539] Test: [49/78] Loss 2.1458 +[2025-02-27 15:27:13,188 INFO hook.py line 289 276539] Test: [50/78] Loss 1.4713 +[2025-02-27 15:27:13,221 INFO hook.py line 289 276539] Test: [51/78] Loss 2.6642 +[2025-02-27 15:27:13,254 INFO hook.py line 289 276539] Test: [52/78] Loss 1.2571 +[2025-02-27 15:27:13,280 INFO hook.py line 289 276539] Test: [53/78] Loss 0.6459 +[2025-02-27 15:27:13,315 INFO hook.py line 289 276539] Test: [54/78] Loss 2.2283 +[2025-02-27 15:27:13,357 INFO hook.py line 289 276539] Test: [55/78] Loss 0.3334 +[2025-02-27 15:27:13,399 INFO hook.py line 289 276539] Test: [56/78] Loss 0.4550 +[2025-02-27 15:27:13,431 INFO hook.py line 289 276539] Test: [57/78] Loss 1.2981 +[2025-02-27 15:27:13,457 INFO hook.py line 289 276539] Test: [58/78] Loss 1.1183 +[2025-02-27 15:27:13,499 INFO hook.py line 289 276539] Test: [59/78] Loss 1.1817 +[2025-02-27 15:27:13,531 INFO hook.py line 289 276539] Test: [60/78] Loss 1.2883 +[2025-02-27 15:27:13,557 INFO hook.py line 289 276539] Test: [61/78] Loss 1.0348 +[2025-02-27 15:27:13,594 INFO hook.py line 289 276539] Test: [62/78] Loss 1.3057 +[2025-02-27 15:27:13,629 INFO hook.py line 289 276539] Test: [63/78] Loss 2.2282 +[2025-02-27 15:27:13,683 INFO hook.py line 289 276539] Test: [64/78] Loss 2.4973 +[2025-02-27 15:27:13,712 INFO hook.py line 289 276539] Test: [65/78] Loss 2.0598 +[2025-02-27 15:27:13,754 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7872 +[2025-02-27 15:27:13,792 INFO hook.py line 289 276539] Test: [67/78] Loss 1.8447 +[2025-02-27 15:27:13,824 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7889 +[2025-02-27 15:27:13,853 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2529 +[2025-02-27 15:27:13,908 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3941 +[2025-02-27 15:27:13,949 INFO hook.py line 289 276539] Test: [71/78] Loss 1.5810 +[2025-02-27 15:27:13,999 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5065 +[2025-02-27 15:27:14,047 INFO hook.py line 289 276539] Test: [73/78] Loss 1.4681 +[2025-02-27 15:27:14,089 INFO hook.py line 289 276539] Test: [74/78] Loss 2.1418 +[2025-02-27 15:27:14,139 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5640 +[2025-02-27 15:27:14,168 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7257 +[2025-02-27 15:27:14,225 INFO hook.py line 289 276539] Test: [77/78] Loss 0.8257 +[2025-02-27 15:27:14,251 INFO hook.py line 289 276539] Test: [78/78] Loss 1.2179 +[2025-02-27 15:27:15,661 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:27:15,661 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:27:15,661 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:27:15,661 INFO hook.py line 232 276539] wall : 0.6724 0.7330 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] floor : 0.9497 0.9738 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] cabinet : 0.4017 0.5863 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] bed : 0.7122 0.7842 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] chair : 0.8091 0.8463 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] sofa : 0.6236 0.8839 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] table : 0.6051 0.7392 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] door : 0.3718 0.7561 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] window : 0.3186 0.6747 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] bookshelf : 0.5698 0.6934 +[2025-02-27 15:27:15,662 INFO hook.py line 232 276539] picture : 0.1038 0.6246 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] counter : 0.4630 0.6400 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] desk : 0.4269 0.6404 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] curtain : 0.2390 0.2505 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] refridgerator : 0.1574 0.2336 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] shower curtain : 0.4137 0.4865 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] toilet : 0.7967 0.9531 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] sink : 0.4867 0.6828 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] bathtub : 0.6594 0.9179 +[2025-02-27 15:27:15,663 INFO hook.py line 232 276539] otherfurniture : 0.3388 0.4125 +[2025-02-27 15:27:15,663 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:27:15,664 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5060/0.6756/0.7781. +[2025-02-27 15:27:15,664 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:27:15,686 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.5060 +[2025-02-27 15:27:15,686 INFO misc.py line 164 276539] Currently Best mIoU: 0.5060 +[2025-02-27 15:27:15,686 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:27:38,662 INFO hook.py line 109 276539] Train: [4/100][50/300] Data 0.003 (0.005) Batch 0.369 (0.325) Remain 02:37:15 loss: 1.2830 Lr: 4.40146e-03 +[2025-02-27 15:27:54,042 INFO hook.py line 109 276539] Train: [4/100][100/300] Data 0.009 (0.005) Batch 0.292 (0.316) Remain 02:32:41 loss: 0.9803 Lr: 4.65327e-03 +[2025-02-27 15:28:09,860 INFO hook.py line 109 276539] Train: [4/100][150/300] Data 0.002 (0.005) Batch 0.297 (0.316) Remain 02:32:30 loss: 1.2221 Lr: 4.89022e-03 +[2025-02-27 15:28:25,393 INFO hook.py line 109 276539] Train: [4/100][200/300] Data 0.007 (0.005) Batch 0.277 (0.315) Remain 02:31:34 loss: 1.2074 Lr: 5.10973e-03 +[2025-02-27 15:28:40,115 INFO hook.py line 109 276539] Train: [4/100][250/300] Data 0.004 (0.005) Batch 0.242 (0.311) Remain 02:29:20 loss: 1.1735 Lr: 5.30939e-03 +[2025-02-27 15:28:51,215 INFO hook.py line 109 276539] Train: [4/100][300/300] Data 0.001 (0.005) Batch 0.194 (0.296) Remain 02:21:55 loss: 1.0602 Lr: 5.48700e-03 +[2025-02-27 15:28:51,215 INFO misc.py line 135 276539] Train result: loss: 1.1787 +[2025-02-27 15:28:51,321 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:29:10,864 INFO hook.py line 289 276539] Test: [1/78] Loss 0.7385 +[2025-02-27 15:29:10,911 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9793 +[2025-02-27 15:29:10,955 INFO hook.py line 289 276539] Test: [3/78] Loss 1.0268 +[2025-02-27 15:29:11,001 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4976 +[2025-02-27 15:29:11,800 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6747 +[2025-02-27 15:29:11,861 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5318 +[2025-02-27 15:29:11,917 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7203 +[2025-02-27 15:29:12,040 INFO hook.py line 289 276539] Test: [8/78] Loss 0.8107 +[2025-02-27 15:29:12,091 INFO hook.py line 289 276539] Test: [9/78] Loss 1.4533 +[2025-02-27 15:29:12,135 INFO hook.py line 289 276539] Test: [10/78] Loss 1.5955 +[2025-02-27 15:29:12,189 INFO hook.py line 289 276539] Test: [11/78] Loss 0.8611 +[2025-02-27 15:29:12,240 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7106 +[2025-02-27 15:29:12,297 INFO hook.py line 289 276539] Test: [13/78] Loss 1.7236 +[2025-02-27 15:29:12,340 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1197 +[2025-02-27 15:29:12,388 INFO hook.py line 289 276539] Test: [15/78] Loss 1.5905 +[2025-02-27 15:29:12,434 INFO hook.py line 289 276539] Test: [16/78] Loss 0.4175 +[2025-02-27 15:29:12,480 INFO hook.py line 289 276539] Test: [17/78] Loss 1.2250 +[2025-02-27 15:29:12,528 INFO hook.py line 289 276539] Test: [18/78] Loss 1.2535 +[2025-02-27 15:29:12,581 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3177 +[2025-02-27 15:29:12,617 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2225 +[2025-02-27 15:29:12,659 INFO hook.py line 289 276539] Test: [21/78] Loss 0.5063 +[2025-02-27 15:29:12,709 INFO hook.py line 289 276539] Test: [22/78] Loss 1.8508 +[2025-02-27 15:29:12,753 INFO hook.py line 289 276539] Test: [23/78] Loss 1.2654 +[2025-02-27 15:29:12,798 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8280 +[2025-02-27 15:29:12,838 INFO hook.py line 289 276539] Test: [25/78] Loss 1.6316 +[2025-02-27 15:29:12,885 INFO hook.py line 289 276539] Test: [26/78] Loss 1.1962 +[2025-02-27 15:29:12,935 INFO hook.py line 289 276539] Test: [27/78] Loss 2.1443 +[2025-02-27 15:29:12,981 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5887 +[2025-02-27 15:29:13,032 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4921 +[2025-02-27 15:29:13,084 INFO hook.py line 289 276539] Test: [30/78] Loss 0.9661 +[2025-02-27 15:29:13,152 INFO hook.py line 289 276539] Test: [31/78] Loss 0.7633 +[2025-02-27 15:29:13,193 INFO hook.py line 289 276539] Test: [32/78] Loss 0.8635 +[2025-02-27 15:29:13,244 INFO hook.py line 289 276539] Test: [33/78] Loss 0.7604 +[2025-02-27 15:29:13,289 INFO hook.py line 289 276539] Test: [34/78] Loss 1.3738 +[2025-02-27 15:29:13,332 INFO hook.py line 289 276539] Test: [35/78] Loss 0.8902 +[2025-02-27 15:29:13,377 INFO hook.py line 289 276539] Test: [36/78] Loss 1.2421 +[2025-02-27 15:29:13,414 INFO hook.py line 289 276539] Test: [37/78] Loss 0.9713 +[2025-02-27 15:29:13,459 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4776 +[2025-02-27 15:29:13,527 INFO hook.py line 289 276539] Test: [39/78] Loss 2.1367 +[2025-02-27 15:29:13,582 INFO hook.py line 289 276539] Test: [40/78] Loss 2.0651 +[2025-02-27 15:29:13,631 INFO hook.py line 289 276539] Test: [41/78] Loss 1.4374 +[2025-02-27 15:29:13,665 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3626 +[2025-02-27 15:29:13,710 INFO hook.py line 289 276539] Test: [43/78] Loss 0.7104 +[2025-02-27 15:29:13,771 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7938 +[2025-02-27 15:29:13,805 INFO hook.py line 289 276539] Test: [45/78] Loss 0.8086 +[2025-02-27 15:29:13,850 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8588 +[2025-02-27 15:29:13,890 INFO hook.py line 289 276539] Test: [47/78] Loss 2.2074 +[2025-02-27 15:29:13,922 INFO hook.py line 289 276539] Test: [48/78] Loss 1.0337 +[2025-02-27 15:29:13,954 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0806 +[2025-02-27 15:29:14,002 INFO hook.py line 289 276539] Test: [50/78] Loss 1.3400 +[2025-02-27 15:29:14,045 INFO hook.py line 289 276539] Test: [51/78] Loss 1.8363 +[2025-02-27 15:29:14,088 INFO hook.py line 289 276539] Test: [52/78] Loss 1.2117 +[2025-02-27 15:29:14,132 INFO hook.py line 289 276539] Test: [53/78] Loss 0.8495 +[2025-02-27 15:29:14,172 INFO hook.py line 289 276539] Test: [54/78] Loss 2.4507 +[2025-02-27 15:29:14,208 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1620 +[2025-02-27 15:29:14,253 INFO hook.py line 289 276539] Test: [56/78] Loss 1.0589 +[2025-02-27 15:29:14,312 INFO hook.py line 289 276539] Test: [57/78] Loss 1.1161 +[2025-02-27 15:29:14,346 INFO hook.py line 289 276539] Test: [58/78] Loss 1.3902 +[2025-02-27 15:29:14,390 INFO hook.py line 289 276539] Test: [59/78] Loss 1.3051 +[2025-02-27 15:29:14,427 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0620 +[2025-02-27 15:29:14,454 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7221 +[2025-02-27 15:29:14,489 INFO hook.py line 289 276539] Test: [62/78] Loss 1.0421 +[2025-02-27 15:29:14,524 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2371 +[2025-02-27 15:29:14,579 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4944 +[2025-02-27 15:29:14,610 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0973 +[2025-02-27 15:29:14,648 INFO hook.py line 289 276539] Test: [66/78] Loss 0.9382 +[2025-02-27 15:29:14,686 INFO hook.py line 289 276539] Test: [67/78] Loss 1.1088 +[2025-02-27 15:29:14,720 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9637 +[2025-02-27 15:29:14,755 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3773 +[2025-02-27 15:29:14,809 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8210 +[2025-02-27 15:29:14,850 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3603 +[2025-02-27 15:29:14,903 INFO hook.py line 289 276539] Test: [72/78] Loss 0.8535 +[2025-02-27 15:29:14,953 INFO hook.py line 289 276539] Test: [73/78] Loss 0.9790 +[2025-02-27 15:29:14,994 INFO hook.py line 289 276539] Test: [74/78] Loss 2.2496 +[2025-02-27 15:29:15,043 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5491 +[2025-02-27 15:29:15,071 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8823 +[2025-02-27 15:29:15,127 INFO hook.py line 289 276539] Test: [77/78] Loss 1.1129 +[2025-02-27 15:29:15,153 INFO hook.py line 289 276539] Test: [78/78] Loss 1.1914 +[2025-02-27 15:29:16,767 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:29:16,768 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:29:16,768 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:29:16,768 INFO hook.py line 232 276539] wall : 0.7073 0.8008 +[2025-02-27 15:29:16,768 INFO hook.py line 232 276539] floor : 0.9472 0.9722 +[2025-02-27 15:29:16,768 INFO hook.py line 232 276539] cabinet : 0.4016 0.7099 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] bed : 0.6211 0.8257 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] chair : 0.8070 0.8541 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] sofa : 0.6288 0.7945 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] table : 0.5371 0.5842 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] door : 0.3602 0.4217 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] window : 0.3643 0.6621 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] bookshelf : 0.5133 0.9066 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] picture : 0.1277 0.4803 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] counter : 0.5395 0.7630 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] desk : 0.3853 0.7202 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] curtain : 0.3470 0.4434 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] refridgerator : 0.1939 0.5113 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] shower curtain : 0.3736 0.4357 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] toilet : 0.8241 0.8715 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] sink : 0.5374 0.5903 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] bathtub : 0.7078 0.8610 +[2025-02-27 15:29:16,769 INFO hook.py line 232 276539] otherfurniture : 0.2647 0.2958 +[2025-02-27 15:29:16,769 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:29:16,769 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5095/0.6752/0.7879. +[2025-02-27 15:29:16,770 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:29:16,788 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.5095 +[2025-02-27 15:29:16,788 INFO misc.py line 164 276539] Currently Best mIoU: 0.5095 +[2025-02-27 15:29:16,788 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:29:41,856 INFO hook.py line 109 276539] Train: [5/100][50/300] Data 0.004 (0.010) Batch 0.323 (0.356) Remain 02:50:21 loss: 1.0049 Lr: 5.64062e-03 +[2025-02-27 15:30:00,245 INFO hook.py line 109 276539] Train: [5/100][100/300] Data 0.003 (0.008) Batch 0.561 (0.362) Remain 02:53:06 loss: 1.0489 Lr: 5.76856e-03 +[2025-02-27 15:30:17,953 INFO hook.py line 109 276539] Train: [5/100][150/300] Data 0.007 (0.008) Batch 0.378 (0.359) Remain 02:51:32 loss: 1.3153 Lr: 5.86942e-03 +[2025-02-27 15:30:35,821 INFO hook.py line 109 276539] Train: [5/100][200/300] Data 0.003 (0.007) Batch 0.387 (0.359) Remain 02:51:00 loss: 1.4716 Lr: 5.94209e-03 +[2025-02-27 15:30:53,835 INFO hook.py line 109 276539] Train: [5/100][250/300] Data 0.012 (0.007) Batch 0.358 (0.359) Remain 02:50:51 loss: 0.7825 Lr: 5.98578e-03 +[2025-02-27 15:31:07,057 INFO hook.py line 109 276539] Train: [5/100][300/300] Data 0.003 (0.007) Batch 0.212 (0.343) Remain 02:42:59 loss: 1.0744 Lr: 6.00000e-03 +[2025-02-27 15:31:07,058 INFO misc.py line 135 276539] Train result: loss: 1.1161 +[2025-02-27 15:31:07,151 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:31:27,070 INFO hook.py line 289 276539] Test: [1/78] Loss 0.3752 +[2025-02-27 15:31:27,390 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9040 +[2025-02-27 15:31:27,529 INFO hook.py line 289 276539] Test: [3/78] Loss 0.7537 +[2025-02-27 15:31:27,593 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6058 +[2025-02-27 15:31:27,632 INFO hook.py line 289 276539] Test: [5/78] Loss 0.7210 +[2025-02-27 15:31:27,694 INFO hook.py line 289 276539] Test: [6/78] Loss 1.9928 +[2025-02-27 15:31:27,770 INFO hook.py line 289 276539] Test: [7/78] Loss 0.8725 +[2025-02-27 15:31:27,912 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3770 +[2025-02-27 15:31:27,960 INFO hook.py line 289 276539] Test: [9/78] Loss 1.2473 +[2025-02-27 15:31:28,000 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7065 +[2025-02-27 15:31:28,050 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7133 +[2025-02-27 15:31:28,088 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8507 +[2025-02-27 15:31:28,134 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4892 +[2025-02-27 15:31:28,496 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9886 +[2025-02-27 15:31:28,593 INFO hook.py line 289 276539] Test: [15/78] Loss 1.9828 +[2025-02-27 15:31:28,640 INFO hook.py line 289 276539] Test: [16/78] Loss 0.4534 +[2025-02-27 15:31:28,687 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9186 +[2025-02-27 15:31:28,730 INFO hook.py line 289 276539] Test: [18/78] Loss 1.3162 +[2025-02-27 15:31:28,772 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1167 +[2025-02-27 15:31:28,808 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1471 +[2025-02-27 15:31:28,850 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2803 +[2025-02-27 15:31:28,894 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4194 +[2025-02-27 15:31:28,927 INFO hook.py line 289 276539] Test: [23/78] Loss 1.1575 +[2025-02-27 15:31:28,972 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8943 +[2025-02-27 15:31:29,011 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1195 +[2025-02-27 15:31:29,067 INFO hook.py line 289 276539] Test: [26/78] Loss 1.0358 +[2025-02-27 15:31:29,121 INFO hook.py line 289 276539] Test: [27/78] Loss 1.5759 +[2025-02-27 15:31:29,162 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6498 +[2025-02-27 15:31:29,197 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4028 +[2025-02-27 15:31:29,249 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7834 +[2025-02-27 15:31:29,307 INFO hook.py line 289 276539] Test: [31/78] Loss 0.6377 +[2025-02-27 15:31:29,347 INFO hook.py line 289 276539] Test: [32/78] Loss 0.8421 +[2025-02-27 15:31:29,410 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3602 +[2025-02-27 15:31:29,452 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1003 +[2025-02-27 15:31:29,495 INFO hook.py line 289 276539] Test: [35/78] Loss 0.6745 +[2025-02-27 15:31:29,541 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0150 +[2025-02-27 15:31:29,581 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7537 +[2025-02-27 15:31:29,626 INFO hook.py line 289 276539] Test: [38/78] Loss 0.6946 +[2025-02-27 15:31:29,691 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4761 +[2025-02-27 15:31:29,742 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7925 +[2025-02-27 15:31:29,794 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1076 +[2025-02-27 15:31:29,826 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3250 +[2025-02-27 15:31:29,874 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3604 +[2025-02-27 15:31:29,934 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6476 +[2025-02-27 15:31:29,984 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6466 +[2025-02-27 15:31:30,046 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6488 +[2025-02-27 15:31:30,092 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5571 +[2025-02-27 15:31:30,129 INFO hook.py line 289 276539] Test: [48/78] Loss 1.1739 +[2025-02-27 15:31:30,170 INFO hook.py line 289 276539] Test: [49/78] Loss 1.5394 +[2025-02-27 15:31:30,210 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0182 +[2025-02-27 15:31:30,247 INFO hook.py line 289 276539] Test: [51/78] Loss 1.3803 +[2025-02-27 15:31:30,281 INFO hook.py line 289 276539] Test: [52/78] Loss 1.2184 +[2025-02-27 15:31:30,313 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5470 +[2025-02-27 15:31:30,350 INFO hook.py line 289 276539] Test: [54/78] Loss 2.2506 +[2025-02-27 15:31:30,387 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1594 +[2025-02-27 15:31:30,427 INFO hook.py line 289 276539] Test: [56/78] Loss 0.4539 +[2025-02-27 15:31:30,466 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0216 +[2025-02-27 15:31:30,493 INFO hook.py line 289 276539] Test: [58/78] Loss 1.3145 +[2025-02-27 15:31:30,533 INFO hook.py line 289 276539] Test: [59/78] Loss 1.2162 +[2025-02-27 15:31:30,572 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0964 +[2025-02-27 15:31:30,608 INFO hook.py line 289 276539] Test: [61/78] Loss 1.2132 +[2025-02-27 15:31:30,648 INFO hook.py line 289 276539] Test: [62/78] Loss 1.0148 +[2025-02-27 15:31:30,683 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2562 +[2025-02-27 15:31:30,737 INFO hook.py line 289 276539] Test: [64/78] Loss 2.1294 +[2025-02-27 15:31:30,772 INFO hook.py line 289 276539] Test: [65/78] Loss 2.0578 +[2025-02-27 15:31:30,823 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7007 +[2025-02-27 15:31:30,863 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6446 +[2025-02-27 15:31:30,906 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8515 +[2025-02-27 15:31:30,946 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3577 +[2025-02-27 15:31:31,007 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0913 +[2025-02-27 15:31:31,048 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9317 +[2025-02-27 15:31:31,099 INFO hook.py line 289 276539] Test: [72/78] Loss 0.6068 +[2025-02-27 15:31:31,150 INFO hook.py line 289 276539] Test: [73/78] Loss 0.7774 +[2025-02-27 15:31:31,190 INFO hook.py line 289 276539] Test: [74/78] Loss 2.1842 +[2025-02-27 15:31:31,243 INFO hook.py line 289 276539] Test: [75/78] Loss 0.7226 +[2025-02-27 15:31:31,283 INFO hook.py line 289 276539] Test: [76/78] Loss 1.2035 +[2025-02-27 15:31:31,339 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6186 +[2025-02-27 15:31:31,372 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6410 +[2025-02-27 15:31:33,164 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:31:33,165 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:31:33,165 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] wall : 0.7679 0.8664 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] floor : 0.9473 0.9841 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] cabinet : 0.4456 0.6525 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] bed : 0.7015 0.7924 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] chair : 0.7994 0.8759 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] sofa : 0.6508 0.9196 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] table : 0.6135 0.7520 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] door : 0.4273 0.6880 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] window : 0.4314 0.5353 +[2025-02-27 15:31:33,165 INFO hook.py line 232 276539] bookshelf : 0.6599 0.8031 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] picture : 0.2638 0.3813 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] counter : 0.5100 0.7564 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] desk : 0.4694 0.6004 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] curtain : 0.4801 0.5124 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] refridgerator : 0.2259 0.6025 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] shower curtain : 0.4486 0.5350 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] toilet : 0.7973 0.9431 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] sink : 0.5564 0.7523 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] bathtub : 0.7762 0.8601 +[2025-02-27 15:31:33,166 INFO hook.py line 232 276539] otherfurniture : 0.4192 0.4807 +[2025-02-27 15:31:33,166 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:31:33,166 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5696/0.7147/0.8316. +[2025-02-27 15:31:33,167 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:31:33,185 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.5696 +[2025-02-27 15:31:33,186 INFO misc.py line 164 276539] Currently Best mIoU: 0.5696 +[2025-02-27 15:31:33,186 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:31:59,107 INFO hook.py line 109 276539] Train: [6/100][50/300] Data 0.005 (0.006) Batch 0.389 (0.365) Remain 02:53:17 loss: 1.4114 Lr: 5.99995e-03 +[2025-02-27 15:32:17,086 INFO hook.py line 109 276539] Train: [6/100][100/300] Data 0.003 (0.006) Batch 0.451 (0.362) Remain 02:51:32 loss: 1.2215 Lr: 5.99981e-03 +[2025-02-27 15:32:34,074 INFO hook.py line 109 276539] Train: [6/100][150/300] Data 0.002 (0.006) Batch 0.291 (0.355) Remain 02:47:36 loss: 0.8426 Lr: 5.99958e-03 +[2025-02-27 15:32:49,457 INFO hook.py line 109 276539] Train: [6/100][200/300] Data 0.012 (0.006) Batch 0.388 (0.343) Remain 02:41:40 loss: 0.8010 Lr: 5.99926e-03 +[2025-02-27 15:33:05,198 INFO hook.py line 109 276539] Train: [6/100][250/300] Data 0.007 (0.006) Batch 0.351 (0.337) Remain 02:38:43 loss: 1.2657 Lr: 5.99885e-03 +[2025-02-27 15:33:17,455 INFO hook.py line 109 276539] Train: [6/100][300/300] Data 0.002 (0.005) Batch 0.227 (0.322) Remain 02:31:10 loss: 1.1680 Lr: 5.99835e-03 +[2025-02-27 15:33:17,456 INFO misc.py line 135 276539] Train result: loss: 1.0542 +[2025-02-27 15:33:17,548 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:33:31,728 INFO hook.py line 289 276539] Test: [1/78] Loss 0.4449 +[2025-02-27 15:33:32,374 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7045 +[2025-02-27 15:33:32,403 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3822 +[2025-02-27 15:33:32,447 INFO hook.py line 289 276539] Test: [4/78] Loss 0.7799 +[2025-02-27 15:33:32,480 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4234 +[2025-02-27 15:33:32,536 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5774 +[2025-02-27 15:33:32,583 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6965 +[2025-02-27 15:33:32,617 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4594 +[2025-02-27 15:33:32,658 INFO hook.py line 289 276539] Test: [9/78] Loss 1.3128 +[2025-02-27 15:33:32,693 INFO hook.py line 289 276539] Test: [10/78] Loss 1.2049 +[2025-02-27 15:33:32,737 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6316 +[2025-02-27 15:33:33,189 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8772 +[2025-02-27 15:33:33,234 INFO hook.py line 289 276539] Test: [13/78] Loss 1.8010 +[2025-02-27 15:33:33,274 INFO hook.py line 289 276539] Test: [14/78] Loss 1.6783 +[2025-02-27 15:33:33,309 INFO hook.py line 289 276539] Test: [15/78] Loss 1.5424 +[2025-02-27 15:33:33,352 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2002 +[2025-02-27 15:33:33,387 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9131 +[2025-02-27 15:33:33,418 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7983 +[2025-02-27 15:33:33,459 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9885 +[2025-02-27 15:33:33,491 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9785 +[2025-02-27 15:33:33,524 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3616 +[2025-02-27 15:33:33,566 INFO hook.py line 289 276539] Test: [22/78] Loss 1.5416 +[2025-02-27 15:33:33,594 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0009 +[2025-02-27 15:33:33,649 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9263 +[2025-02-27 15:33:33,687 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8635 +[2025-02-27 15:33:33,729 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5191 +[2025-02-27 15:33:33,780 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3495 +[2025-02-27 15:33:33,812 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6776 +[2025-02-27 15:33:33,856 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4250 +[2025-02-27 15:33:33,907 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7007 +[2025-02-27 15:33:33,967 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4458 +[2025-02-27 15:33:34,004 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5865 +[2025-02-27 15:33:34,054 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2965 +[2025-02-27 15:33:34,090 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1744 +[2025-02-27 15:33:34,128 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5849 +[2025-02-27 15:33:34,177 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9445 +[2025-02-27 15:33:34,223 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6421 +[2025-02-27 15:33:34,263 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4197 +[2025-02-27 15:33:34,331 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6058 +[2025-02-27 15:33:34,385 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7057 +[2025-02-27 15:33:34,435 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9558 +[2025-02-27 15:33:34,485 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2858 +[2025-02-27 15:33:34,526 INFO hook.py line 289 276539] Test: [43/78] Loss 0.4191 +[2025-02-27 15:33:34,583 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6565 +[2025-02-27 15:33:34,616 INFO hook.py line 289 276539] Test: [45/78] Loss 0.7932 +[2025-02-27 15:33:34,663 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7917 +[2025-02-27 15:33:34,702 INFO hook.py line 289 276539] Test: [47/78] Loss 1.6910 +[2025-02-27 15:33:34,737 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7697 +[2025-02-27 15:33:34,776 INFO hook.py line 289 276539] Test: [49/78] Loss 1.3468 +[2025-02-27 15:33:34,813 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1198 +[2025-02-27 15:33:34,842 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9788 +[2025-02-27 15:33:34,879 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9639 +[2025-02-27 15:33:34,912 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5743 +[2025-02-27 15:33:34,951 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5029 +[2025-02-27 15:33:34,988 INFO hook.py line 289 276539] Test: [55/78] Loss 0.3041 +[2025-02-27 15:33:35,026 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3764 +[2025-02-27 15:33:35,072 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7694 +[2025-02-27 15:33:35,102 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7315 +[2025-02-27 15:33:35,141 INFO hook.py line 289 276539] Test: [59/78] Loss 1.3264 +[2025-02-27 15:33:35,177 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9063 +[2025-02-27 15:33:35,213 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7723 +[2025-02-27 15:33:35,251 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5913 +[2025-02-27 15:33:35,288 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0542 +[2025-02-27 15:33:35,343 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4335 +[2025-02-27 15:33:35,381 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1143 +[2025-02-27 15:33:35,422 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8553 +[2025-02-27 15:33:35,461 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7454 +[2025-02-27 15:33:35,498 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0394 +[2025-02-27 15:33:35,533 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3867 +[2025-02-27 15:33:35,591 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8730 +[2025-02-27 15:33:35,633 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0650 +[2025-02-27 15:33:35,686 INFO hook.py line 289 276539] Test: [72/78] Loss 0.6928 +[2025-02-27 15:33:35,745 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5365 +[2025-02-27 15:33:35,796 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3479 +[2025-02-27 15:33:35,852 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3753 +[2025-02-27 15:33:35,888 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8042 +[2025-02-27 15:33:35,953 INFO hook.py line 289 276539] Test: [77/78] Loss 0.8432 +[2025-02-27 15:33:35,985 INFO hook.py line 289 276539] Test: [78/78] Loss 1.0448 +[2025-02-27 15:33:37,575 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:33:37,575 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:33:37,576 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:33:37,576 INFO hook.py line 232 276539] wall : 0.7688 0.8717 +[2025-02-27 15:33:37,577 INFO hook.py line 232 276539] floor : 0.9541 0.9756 +[2025-02-27 15:33:37,577 INFO hook.py line 232 276539] cabinet : 0.5009 0.6818 +[2025-02-27 15:33:37,577 INFO hook.py line 232 276539] bed : 0.5625 0.8889 +[2025-02-27 15:33:37,578 INFO hook.py line 232 276539] chair : 0.8199 0.8886 +[2025-02-27 15:33:37,578 INFO hook.py line 232 276539] sofa : 0.6541 0.8037 +[2025-02-27 15:33:37,578 INFO hook.py line 232 276539] table : 0.6220 0.7694 +[2025-02-27 15:33:37,578 INFO hook.py line 232 276539] door : 0.5042 0.6136 +[2025-02-27 15:33:37,578 INFO hook.py line 232 276539] window : 0.4431 0.6513 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] bookshelf : 0.6396 0.8773 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] picture : 0.2265 0.3659 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] counter : 0.4432 0.8201 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] desk : 0.5206 0.7095 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] curtain : 0.5734 0.7483 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] refridgerator : 0.3587 0.4583 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] shower curtain : 0.4746 0.7590 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] toilet : 0.8781 0.9367 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] sink : 0.5816 0.6634 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] bathtub : 0.8366 0.8536 +[2025-02-27 15:33:37,579 INFO hook.py line 232 276539] otherfurniture : 0.3608 0.3887 +[2025-02-27 15:33:37,579 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:33:37,579 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5862/0.7363/0.8384. +[2025-02-27 15:33:37,580 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:33:37,603 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.5862 +[2025-02-27 15:33:37,604 INFO misc.py line 164 276539] Currently Best mIoU: 0.5862 +[2025-02-27 15:33:37,604 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:34:03,250 INFO hook.py line 109 276539] Train: [7/100][50/300] Data 0.005 (0.008) Batch 0.286 (0.358) Remain 02:47:44 loss: 1.3308 Lr: 5.99775e-03 +[2025-02-27 15:34:21,177 INFO hook.py line 109 276539] Train: [7/100][100/300] Data 0.007 (0.007) Batch 0.344 (0.358) Remain 02:47:40 loss: 0.8348 Lr: 5.99707e-03 +[2025-02-27 15:34:39,280 INFO hook.py line 109 276539] Train: [7/100][150/300] Data 0.011 (0.008) Batch 0.341 (0.359) Remain 02:48:01 loss: 1.0795 Lr: 5.99629e-03 +[2025-02-27 15:34:56,945 INFO hook.py line 109 276539] Train: [7/100][200/300] Data 0.007 (0.008) Batch 0.378 (0.358) Remain 02:46:59 loss: 0.6727 Lr: 5.99543e-03 +[2025-02-27 15:35:14,947 INFO hook.py line 109 276539] Train: [7/100][250/300] Data 0.010 (0.008) Batch 0.359 (0.358) Remain 02:46:54 loss: 1.2383 Lr: 5.99447e-03 +[2025-02-27 15:35:29,189 INFO hook.py line 109 276539] Train: [7/100][300/300] Data 0.002 (0.007) Batch 0.198 (0.346) Remain 02:40:51 loss: 1.0249 Lr: 5.99342e-03 +[2025-02-27 15:35:29,190 INFO misc.py line 135 276539] Train result: loss: 0.9935 +[2025-02-27 15:35:29,279 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:35:50,283 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2795 +[2025-02-27 15:35:50,339 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6155 +[2025-02-27 15:35:50,387 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4008 +[2025-02-27 15:35:50,439 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6175 +[2025-02-27 15:35:50,485 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6040 +[2025-02-27 15:35:50,552 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7793 +[2025-02-27 15:35:50,609 INFO hook.py line 289 276539] Test: [7/78] Loss 0.9204 +[2025-02-27 15:35:50,651 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3859 +[2025-02-27 15:35:50,697 INFO hook.py line 289 276539] Test: [9/78] Loss 1.4841 +[2025-02-27 15:35:50,734 INFO hook.py line 289 276539] Test: [10/78] Loss 1.1564 +[2025-02-27 15:35:50,795 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7049 +[2025-02-27 15:35:50,840 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0196 +[2025-02-27 15:35:50,886 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3852 +[2025-02-27 15:35:50,922 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7989 +[2025-02-27 15:35:50,974 INFO hook.py line 289 276539] Test: [15/78] Loss 2.7542 +[2025-02-27 15:35:51,026 INFO hook.py line 289 276539] Test: [16/78] Loss 1.0576 +[2025-02-27 15:35:51,075 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8062 +[2025-02-27 15:35:51,113 INFO hook.py line 289 276539] Test: [18/78] Loss 1.8040 +[2025-02-27 15:35:51,163 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1989 +[2025-02-27 15:35:51,203 INFO hook.py line 289 276539] Test: [20/78] Loss 0.7666 +[2025-02-27 15:35:51,237 INFO hook.py line 289 276539] Test: [21/78] Loss 0.4852 +[2025-02-27 15:35:51,280 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3121 +[2025-02-27 15:35:51,325 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9429 +[2025-02-27 15:35:51,382 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9826 +[2025-02-27 15:35:51,436 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7986 +[2025-02-27 15:35:51,484 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7725 +[2025-02-27 15:35:51,544 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3388 +[2025-02-27 15:35:51,606 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7964 +[2025-02-27 15:35:51,655 INFO hook.py line 289 276539] Test: [29/78] Loss 0.5150 +[2025-02-27 15:35:51,715 INFO hook.py line 289 276539] Test: [30/78] Loss 0.9489 +[2025-02-27 15:35:51,784 INFO hook.py line 289 276539] Test: [31/78] Loss 0.7946 +[2025-02-27 15:35:51,839 INFO hook.py line 289 276539] Test: [32/78] Loss 1.2439 +[2025-02-27 15:35:51,898 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2469 +[2025-02-27 15:35:51,949 INFO hook.py line 289 276539] Test: [34/78] Loss 1.2837 +[2025-02-27 15:35:51,990 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4667 +[2025-02-27 15:35:52,032 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0970 +[2025-02-27 15:35:52,077 INFO hook.py line 289 276539] Test: [37/78] Loss 0.9738 +[2025-02-27 15:35:52,110 INFO hook.py line 289 276539] Test: [38/78] Loss 0.5234 +[2025-02-27 15:35:52,192 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7523 +[2025-02-27 15:35:52,243 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5422 +[2025-02-27 15:35:52,286 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1417 +[2025-02-27 15:35:52,316 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1415 +[2025-02-27 15:35:52,358 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2931 +[2025-02-27 15:35:52,410 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6858 +[2025-02-27 15:35:52,474 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6839 +[2025-02-27 15:35:52,537 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6955 +[2025-02-27 15:35:52,581 INFO hook.py line 289 276539] Test: [47/78] Loss 2.4224 +[2025-02-27 15:35:52,625 INFO hook.py line 289 276539] Test: [48/78] Loss 1.0097 +[2025-02-27 15:35:52,664 INFO hook.py line 289 276539] Test: [49/78] Loss 1.5549 +[2025-02-27 15:35:52,696 INFO hook.py line 289 276539] Test: [50/78] Loss 1.8886 +[2025-02-27 15:35:52,733 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8472 +[2025-02-27 15:35:52,769 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9992 +[2025-02-27 15:35:52,794 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5271 +[2025-02-27 15:35:52,827 INFO hook.py line 289 276539] Test: [54/78] Loss 2.3577 +[2025-02-27 15:35:52,864 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1174 +[2025-02-27 15:35:52,904 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3418 +[2025-02-27 15:35:52,936 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9398 +[2025-02-27 15:35:52,962 INFO hook.py line 289 276539] Test: [58/78] Loss 0.8111 +[2025-02-27 15:35:53,001 INFO hook.py line 289 276539] Test: [59/78] Loss 1.2655 +[2025-02-27 15:35:53,036 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8595 +[2025-02-27 15:35:53,062 INFO hook.py line 289 276539] Test: [61/78] Loss 1.1498 +[2025-02-27 15:35:53,096 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7144 +[2025-02-27 15:35:53,131 INFO hook.py line 289 276539] Test: [63/78] Loss 1.4550 +[2025-02-27 15:35:53,185 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7688 +[2025-02-27 15:35:53,219 INFO hook.py line 289 276539] Test: [65/78] Loss 1.6291 +[2025-02-27 15:35:53,260 INFO hook.py line 289 276539] Test: [66/78] Loss 1.0706 +[2025-02-27 15:35:53,302 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7844 +[2025-02-27 15:35:53,336 INFO hook.py line 289 276539] Test: [68/78] Loss 1.6001 +[2025-02-27 15:35:53,371 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3925 +[2025-02-27 15:35:53,426 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1787 +[2025-02-27 15:35:53,467 INFO hook.py line 289 276539] Test: [71/78] Loss 1.6125 +[2025-02-27 15:35:53,520 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5753 +[2025-02-27 15:35:53,568 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4788 +[2025-02-27 15:35:53,611 INFO hook.py line 289 276539] Test: [74/78] Loss 3.4896 +[2025-02-27 15:35:53,661 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5174 +[2025-02-27 15:35:53,690 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9765 +[2025-02-27 15:35:53,745 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5988 +[2025-02-27 15:35:53,772 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5762 +[2025-02-27 15:35:55,633 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:35:55,633 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:35:55,634 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] wall : 0.7837 0.9275 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] floor : 0.9493 0.9758 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] cabinet : 0.4503 0.7373 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] bed : 0.4797 0.4874 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] chair : 0.8280 0.8665 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] sofa : 0.7162 0.7656 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] table : 0.5679 0.8452 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] door : 0.4755 0.5340 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] window : 0.4435 0.5638 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] bookshelf : 0.5959 0.6240 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] picture : 0.1835 0.2212 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] counter : 0.4880 0.6032 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] desk : 0.4228 0.5123 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] curtain : 0.5312 0.5408 +[2025-02-27 15:35:55,634 INFO hook.py line 232 276539] refridgerator : 0.3627 0.5369 +[2025-02-27 15:35:55,635 INFO hook.py line 232 276539] shower curtain : 0.4826 0.8259 +[2025-02-27 15:35:55,635 INFO hook.py line 232 276539] toilet : 0.4301 0.9716 +[2025-02-27 15:35:55,635 INFO hook.py line 232 276539] sink : 0.2699 0.8333 +[2025-02-27 15:35:55,635 INFO hook.py line 232 276539] bathtub : 0.4559 0.8793 +[2025-02-27 15:35:55,635 INFO hook.py line 232 276539] otherfurniture : 0.3595 0.4893 +[2025-02-27 15:35:55,635 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:35:55,635 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5138/0.6871/0.8304. +[2025-02-27 15:35:55,636 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:35:55,670 INFO misc.py line 164 276539] Currently Best mIoU: 0.5862 +[2025-02-27 15:35:55,674 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:36:20,737 INFO hook.py line 109 276539] Train: [8/100][50/300] Data 0.004 (0.007) Batch 0.307 (0.345) Remain 02:40:14 loss: 0.8029 Lr: 5.99228e-03 +[2025-02-27 15:36:38,902 INFO hook.py line 109 276539] Train: [8/100][100/300] Data 0.004 (0.007) Batch 0.371 (0.355) Remain 02:44:16 loss: 0.9006 Lr: 5.99105e-03 +[2025-02-27 15:36:57,489 INFO hook.py line 109 276539] Train: [8/100][150/300] Data 0.005 (0.007) Batch 0.385 (0.360) Remain 02:46:40 loss: 0.9543 Lr: 5.98973e-03 +[2025-02-27 15:37:13,915 INFO hook.py line 109 276539] Train: [8/100][200/300] Data 0.007 (0.006) Batch 0.322 (0.352) Remain 02:42:36 loss: 1.0074 Lr: 5.98831e-03 +[2025-02-27 15:37:29,171 INFO hook.py line 109 276539] Train: [8/100][250/300] Data 0.006 (0.006) Batch 0.334 (0.343) Remain 02:37:56 loss: 1.0559 Lr: 5.98681e-03 +[2025-02-27 15:37:41,472 INFO hook.py line 109 276539] Train: [8/100][300/300] Data 0.002 (0.006) Batch 0.198 (0.326) Remain 02:30:10 loss: 1.1544 Lr: 5.98522e-03 +[2025-02-27 15:37:41,472 INFO misc.py line 135 276539] Train result: loss: 0.9590 +[2025-02-27 15:37:41,577 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:38:00,452 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2886 +[2025-02-27 15:38:00,920 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7795 +[2025-02-27 15:38:00,957 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5570 +[2025-02-27 15:38:01,022 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5532 +[2025-02-27 15:38:01,063 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4037 +[2025-02-27 15:38:01,522 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4046 +[2025-02-27 15:38:01,570 INFO hook.py line 289 276539] Test: [7/78] Loss 0.8033 +[2025-02-27 15:38:01,596 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3584 +[2025-02-27 15:38:01,647 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9488 +[2025-02-27 15:38:01,683 INFO hook.py line 289 276539] Test: [10/78] Loss 1.1787 +[2025-02-27 15:38:01,726 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6135 +[2025-02-27 15:38:01,757 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9173 +[2025-02-27 15:38:01,809 INFO hook.py line 289 276539] Test: [13/78] Loss 1.9102 +[2025-02-27 15:38:01,849 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9400 +[2025-02-27 15:38:01,884 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6815 +[2025-02-27 15:38:01,928 INFO hook.py line 289 276539] Test: [16/78] Loss 0.4140 +[2025-02-27 15:38:01,968 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6067 +[2025-02-27 15:38:01,996 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9517 +[2025-02-27 15:38:02,038 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7773 +[2025-02-27 15:38:02,068 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9083 +[2025-02-27 15:38:02,101 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2934 +[2025-02-27 15:38:02,138 INFO hook.py line 289 276539] Test: [22/78] Loss 0.9973 +[2025-02-27 15:38:02,165 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9520 +[2025-02-27 15:38:02,208 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6606 +[2025-02-27 15:38:02,246 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6480 +[2025-02-27 15:38:02,283 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7233 +[2025-02-27 15:38:02,330 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2053 +[2025-02-27 15:38:02,363 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7136 +[2025-02-27 15:38:02,388 INFO hook.py line 289 276539] Test: [29/78] Loss 0.5172 +[2025-02-27 15:38:02,440 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5876 +[2025-02-27 15:38:02,494 INFO hook.py line 289 276539] Test: [31/78] Loss 0.6040 +[2025-02-27 15:38:02,529 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4568 +[2025-02-27 15:38:02,579 INFO hook.py line 289 276539] Test: [33/78] Loss 0.4130 +[2025-02-27 15:38:02,614 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9130 +[2025-02-27 15:38:02,648 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3055 +[2025-02-27 15:38:02,683 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7877 +[2025-02-27 15:38:02,721 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5960 +[2025-02-27 15:38:02,755 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4245 +[2025-02-27 15:38:02,812 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4177 +[2025-02-27 15:38:02,858 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7250 +[2025-02-27 15:38:02,897 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8179 +[2025-02-27 15:38:02,923 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2075 +[2025-02-27 15:38:02,955 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2952 +[2025-02-27 15:38:03,006 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6464 +[2025-02-27 15:38:03,035 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5926 +[2025-02-27 15:38:03,083 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6135 +[2025-02-27 15:38:03,117 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7864 +[2025-02-27 15:38:03,147 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8378 +[2025-02-27 15:38:03,175 INFO hook.py line 289 276539] Test: [49/78] Loss 1.2677 +[2025-02-27 15:38:03,202 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0029 +[2025-02-27 15:38:03,227 INFO hook.py line 289 276539] Test: [51/78] Loss 1.4229 +[2025-02-27 15:38:03,257 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0895 +[2025-02-27 15:38:03,279 INFO hook.py line 289 276539] Test: [53/78] Loss 0.6257 +[2025-02-27 15:38:03,310 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6407 +[2025-02-27 15:38:03,343 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1411 +[2025-02-27 15:38:03,379 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3498 +[2025-02-27 15:38:03,408 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8389 +[2025-02-27 15:38:03,430 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6521 +[2025-02-27 15:38:03,465 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8948 +[2025-02-27 15:38:03,494 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6982 +[2025-02-27 15:38:03,515 INFO hook.py line 289 276539] Test: [61/78] Loss 1.0065 +[2025-02-27 15:38:03,545 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6690 +[2025-02-27 15:38:03,577 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7034 +[2025-02-27 15:38:03,629 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7532 +[2025-02-27 15:38:03,653 INFO hook.py line 289 276539] Test: [65/78] Loss 1.5187 +[2025-02-27 15:38:03,690 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7705 +[2025-02-27 15:38:03,725 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6265 +[2025-02-27 15:38:03,754 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8845 +[2025-02-27 15:38:03,781 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2768 +[2025-02-27 15:38:03,835 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2146 +[2025-02-27 15:38:03,874 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0120 +[2025-02-27 15:38:03,924 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5027 +[2025-02-27 15:38:03,971 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5557 +[2025-02-27 15:38:04,010 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7019 +[2025-02-27 15:38:04,058 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6327 +[2025-02-27 15:38:04,093 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0677 +[2025-02-27 15:38:04,147 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3652 +[2025-02-27 15:38:04,175 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5710 +[2025-02-27 15:38:05,540 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:38:05,540 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:38:05,540 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] wall : 0.7857 0.9243 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] floor : 0.9525 0.9809 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] cabinet : 0.4605 0.4983 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] bed : 0.7051 0.8784 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] chair : 0.8590 0.9030 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] sofa : 0.7681 0.8845 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] table : 0.6218 0.7681 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] door : 0.5194 0.6626 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] window : 0.4613 0.5710 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] bookshelf : 0.7306 0.8423 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] picture : 0.2750 0.4273 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] counter : 0.5568 0.7331 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] desk : 0.5394 0.8251 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] curtain : 0.5491 0.6104 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] refridgerator : 0.4004 0.4930 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] shower curtain : 0.4849 0.5319 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] toilet : 0.8566 0.8904 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] sink : 0.5658 0.7626 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] bathtub : 0.8426 0.9168 +[2025-02-27 15:38:05,541 INFO hook.py line 232 276539] otherfurniture : 0.4152 0.5371 +[2025-02-27 15:38:05,542 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:38:05,542 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6175/0.7320/0.8552. +[2025-02-27 15:38:05,542 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:38:05,557 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6175 +[2025-02-27 15:38:05,557 INFO misc.py line 164 276539] Currently Best mIoU: 0.6175 +[2025-02-27 15:38:05,557 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:38:26,377 INFO hook.py line 109 276539] Train: [9/100][50/300] Data 0.004 (0.005) Batch 0.438 (0.294) Remain 02:15:03 loss: 1.2213 Lr: 5.98353e-03 +[2025-02-27 15:38:44,239 INFO hook.py line 109 276539] Train: [9/100][100/300] Data 0.008 (0.006) Batch 0.442 (0.327) Remain 02:29:42 loss: 1.0993 Lr: 5.98176e-03 +[2025-02-27 15:39:02,654 INFO hook.py line 109 276539] Train: [9/100][150/300] Data 0.003 (0.006) Batch 0.476 (0.341) Remain 02:35:55 loss: 0.8824 Lr: 5.97989e-03 +[2025-02-27 15:39:20,106 INFO hook.py line 109 276539] Train: [9/100][200/300] Data 0.006 (0.006) Batch 0.315 (0.343) Remain 02:36:35 loss: 1.0182 Lr: 5.97794e-03 +[2025-02-27 15:39:37,651 INFO hook.py line 109 276539] Train: [9/100][250/300] Data 0.005 (0.006) Batch 0.380 (0.345) Remain 02:37:02 loss: 0.8966 Lr: 5.97589e-03 +[2025-02-27 15:39:51,487 INFO hook.py line 109 276539] Train: [9/100][300/300] Data 0.003 (0.006) Batch 0.214 (0.333) Remain 02:31:34 loss: 1.0643 Lr: 5.97375e-03 +[2025-02-27 15:39:51,488 INFO misc.py line 135 276539] Train result: loss: 0.9318 +[2025-02-27 15:39:51,582 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:40:12,851 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2971 +[2025-02-27 15:40:12,905 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6610 +[2025-02-27 15:40:13,042 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4299 +[2025-02-27 15:40:13,089 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6187 +[2025-02-27 15:40:13,130 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3200 +[2025-02-27 15:40:13,196 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6943 +[2025-02-27 15:40:13,246 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7931 +[2025-02-27 15:40:13,283 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5176 +[2025-02-27 15:40:13,329 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9339 +[2025-02-27 15:40:13,364 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9212 +[2025-02-27 15:40:13,414 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6132 +[2025-02-27 15:40:13,451 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7388 +[2025-02-27 15:40:13,502 INFO hook.py line 289 276539] Test: [13/78] Loss 1.7240 +[2025-02-27 15:40:13,541 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7443 +[2025-02-27 15:40:13,584 INFO hook.py line 289 276539] Test: [15/78] Loss 1.8967 +[2025-02-27 15:40:13,633 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2731 +[2025-02-27 15:40:13,669 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8620 +[2025-02-27 15:40:13,700 INFO hook.py line 289 276539] Test: [18/78] Loss 1.1365 +[2025-02-27 15:40:13,743 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3253 +[2025-02-27 15:40:13,788 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0167 +[2025-02-27 15:40:13,829 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3533 +[2025-02-27 15:40:13,878 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3602 +[2025-02-27 15:40:13,923 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8304 +[2025-02-27 15:40:13,977 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8743 +[2025-02-27 15:40:14,029 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8826 +[2025-02-27 15:40:14,072 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7852 +[2025-02-27 15:40:14,127 INFO hook.py line 289 276539] Test: [27/78] Loss 1.5675 +[2025-02-27 15:40:14,196 INFO hook.py line 289 276539] Test: [28/78] Loss 0.8278 +[2025-02-27 15:40:14,232 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4697 +[2025-02-27 15:40:14,297 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6238 +[2025-02-27 15:40:14,354 INFO hook.py line 289 276539] Test: [31/78] Loss 0.7666 +[2025-02-27 15:40:14,394 INFO hook.py line 289 276539] Test: [32/78] Loss 1.2510 +[2025-02-27 15:40:14,452 INFO hook.py line 289 276539] Test: [33/78] Loss 0.4115 +[2025-02-27 15:40:14,498 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8763 +[2025-02-27 15:40:14,548 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5823 +[2025-02-27 15:40:14,610 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8265 +[2025-02-27 15:40:14,658 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6518 +[2025-02-27 15:40:14,700 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4744 +[2025-02-27 15:40:14,783 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2929 +[2025-02-27 15:40:14,837 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5709 +[2025-02-27 15:40:14,893 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0061 +[2025-02-27 15:40:14,935 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2469 +[2025-02-27 15:40:14,980 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3704 +[2025-02-27 15:40:15,045 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6351 +[2025-02-27 15:40:15,089 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5768 +[2025-02-27 15:40:15,143 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6528 +[2025-02-27 15:40:15,193 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5428 +[2025-02-27 15:40:15,230 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6743 +[2025-02-27 15:40:15,261 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1054 +[2025-02-27 15:40:15,293 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0721 +[2025-02-27 15:40:15,327 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0106 +[2025-02-27 15:40:15,360 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0455 +[2025-02-27 15:40:15,392 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5387 +[2025-02-27 15:40:15,429 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0552 +[2025-02-27 15:40:15,465 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1168 +[2025-02-27 15:40:15,505 INFO hook.py line 289 276539] Test: [56/78] Loss 0.4682 +[2025-02-27 15:40:15,540 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6797 +[2025-02-27 15:40:15,575 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6658 +[2025-02-27 15:40:15,616 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8885 +[2025-02-27 15:40:15,655 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0216 +[2025-02-27 15:40:15,691 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9072 +[2025-02-27 15:40:15,725 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7191 +[2025-02-27 15:40:15,760 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3771 +[2025-02-27 15:40:15,818 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4217 +[2025-02-27 15:40:15,846 INFO hook.py line 289 276539] Test: [65/78] Loss 1.8833 +[2025-02-27 15:40:15,886 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7752 +[2025-02-27 15:40:15,923 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7901 +[2025-02-27 15:40:15,955 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0368 +[2025-02-27 15:40:15,984 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2613 +[2025-02-27 15:40:16,039 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3601 +[2025-02-27 15:40:16,080 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9727 +[2025-02-27 15:40:16,131 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3742 +[2025-02-27 15:40:16,180 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4116 +[2025-02-27 15:40:16,222 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9106 +[2025-02-27 15:40:16,278 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4153 +[2025-02-27 15:40:16,308 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7285 +[2025-02-27 15:40:16,364 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5897 +[2025-02-27 15:40:16,392 INFO hook.py line 289 276539] Test: [78/78] Loss 0.9338 +[2025-02-27 15:40:18,252 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:40:18,253 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:40:18,254 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:40:18,254 INFO hook.py line 232 276539] wall : 0.7826 0.9145 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] floor : 0.9447 0.9797 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] cabinet : 0.4902 0.5959 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] bed : 0.7124 0.7715 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] chair : 0.8191 0.8751 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] sofa : 0.7093 0.8556 +[2025-02-27 15:40:18,255 INFO hook.py line 232 276539] table : 0.5934 0.7884 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] door : 0.4959 0.6987 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] window : 0.4998 0.6809 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] bookshelf : 0.6826 0.8117 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] picture : 0.2825 0.3732 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] counter : 0.5207 0.7387 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] desk : 0.4407 0.5718 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] curtain : 0.5627 0.6081 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] refridgerator : 0.4148 0.4541 +[2025-02-27 15:40:18,256 INFO hook.py line 232 276539] shower curtain : 0.5104 0.8304 +[2025-02-27 15:40:18,257 INFO hook.py line 232 276539] toilet : 0.8280 0.9452 +[2025-02-27 15:40:18,257 INFO hook.py line 232 276539] sink : 0.5795 0.7970 +[2025-02-27 15:40:18,257 INFO hook.py line 232 276539] bathtub : 0.4436 0.9240 +[2025-02-27 15:40:18,257 INFO hook.py line 232 276539] otherfurniture : 0.3814 0.4202 +[2025-02-27 15:40:18,257 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:40:18,257 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5847/0.7317/0.8464. +[2025-02-27 15:40:18,258 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:40:18,277 INFO misc.py line 164 276539] Currently Best mIoU: 0.6175 +[2025-02-27 15:40:18,278 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:40:43,887 INFO hook.py line 109 276539] Train: [10/100][50/300] Data 0.012 (0.006) Batch 0.381 (0.349) Remain 02:38:25 loss: 0.8802 Lr: 5.97152e-03 +[2025-02-27 15:41:01,858 INFO hook.py line 109 276539] Train: [10/100][100/300] Data 0.006 (0.006) Batch 0.346 (0.354) Remain 02:40:36 loss: 0.6360 Lr: 5.96921e-03 +[2025-02-27 15:41:19,079 INFO hook.py line 109 276539] Train: [10/100][150/300] Data 0.003 (0.006) Batch 0.319 (0.351) Remain 02:38:47 loss: 0.9808 Lr: 5.96680e-03 +[2025-02-27 15:41:37,164 INFO hook.py line 109 276539] Train: [10/100][200/300] Data 0.011 (0.006) Batch 0.282 (0.354) Remain 02:39:44 loss: 0.7084 Lr: 5.96430e-03 +[2025-02-27 15:41:55,571 INFO hook.py line 109 276539] Train: [10/100][250/300] Data 0.006 (0.006) Batch 0.385 (0.357) Remain 02:40:45 loss: 0.8266 Lr: 5.96171e-03 +[2025-02-27 15:42:08,192 INFO hook.py line 109 276539] Train: [10/100][300/300] Data 0.001 (0.006) Batch 0.191 (0.339) Remain 02:32:34 loss: 1.2637 Lr: 5.95903e-03 +[2025-02-27 15:42:08,193 INFO misc.py line 135 276539] Train result: loss: 0.9112 +[2025-02-27 15:42:08,301 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:42:24,934 INFO hook.py line 289 276539] Test: [1/78] Loss 0.3191 +[2025-02-27 15:42:26,702 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7197 +[2025-02-27 15:42:27,168 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5202 +[2025-02-27 15:42:27,219 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5830 +[2025-02-27 15:42:27,308 INFO hook.py line 289 276539] Test: [5/78] Loss 1.0349 +[2025-02-27 15:42:27,358 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5371 +[2025-02-27 15:42:27,412 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7866 +[2025-02-27 15:42:27,445 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4023 +[2025-02-27 15:42:27,487 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9578 +[2025-02-27 15:42:27,538 INFO hook.py line 289 276539] Test: [10/78] Loss 1.2051 +[2025-02-27 15:42:27,620 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6302 +[2025-02-27 15:42:27,653 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7526 +[2025-02-27 15:42:27,702 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5175 +[2025-02-27 15:42:27,748 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8170 +[2025-02-27 15:42:27,837 INFO hook.py line 289 276539] Test: [15/78] Loss 1.5442 +[2025-02-27 15:42:27,879 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2064 +[2025-02-27 15:42:27,915 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7565 +[2025-02-27 15:42:27,956 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7332 +[2025-02-27 15:42:27,998 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9312 +[2025-02-27 15:42:28,032 INFO hook.py line 289 276539] Test: [20/78] Loss 0.7899 +[2025-02-27 15:42:28,072 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3256 +[2025-02-27 15:42:28,108 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1526 +[2025-02-27 15:42:28,139 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0616 +[2025-02-27 15:42:28,179 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9654 +[2025-02-27 15:42:28,219 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1541 +[2025-02-27 15:42:28,259 INFO hook.py line 289 276539] Test: [26/78] Loss 1.0643 +[2025-02-27 15:42:28,307 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0921 +[2025-02-27 15:42:28,341 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4629 +[2025-02-27 15:42:28,377 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3475 +[2025-02-27 15:42:28,429 INFO hook.py line 289 276539] Test: [30/78] Loss 1.0397 +[2025-02-27 15:42:28,485 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5821 +[2025-02-27 15:42:28,516 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6300 +[2025-02-27 15:42:28,566 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2391 +[2025-02-27 15:42:28,607 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1982 +[2025-02-27 15:42:28,641 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5381 +[2025-02-27 15:42:28,677 INFO hook.py line 289 276539] Test: [36/78] Loss 1.2349 +[2025-02-27 15:42:28,712 INFO hook.py line 289 276539] Test: [37/78] Loss 0.9731 +[2025-02-27 15:42:28,748 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3086 +[2025-02-27 15:42:28,806 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5829 +[2025-02-27 15:42:28,849 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4914 +[2025-02-27 15:42:28,890 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0797 +[2025-02-27 15:42:28,927 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3315 +[2025-02-27 15:42:28,968 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3867 +[2025-02-27 15:42:29,027 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7581 +[2025-02-27 15:42:29,056 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6526 +[2025-02-27 15:42:29,107 INFO hook.py line 289 276539] Test: [46/78] Loss 1.1195 +[2025-02-27 15:42:29,142 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9456 +[2025-02-27 15:42:29,172 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8681 +[2025-02-27 15:42:29,203 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8488 +[2025-02-27 15:42:29,233 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9995 +[2025-02-27 15:42:29,262 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7172 +[2025-02-27 15:42:29,296 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9066 +[2025-02-27 15:42:29,325 INFO hook.py line 289 276539] Test: [53/78] Loss 0.6064 +[2025-02-27 15:42:29,362 INFO hook.py line 289 276539] Test: [54/78] Loss 2.4745 +[2025-02-27 15:42:29,397 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1698 +[2025-02-27 15:42:29,434 INFO hook.py line 289 276539] Test: [56/78] Loss 0.4082 +[2025-02-27 15:42:29,466 INFO hook.py line 289 276539] Test: [57/78] Loss 1.1005 +[2025-02-27 15:42:29,490 INFO hook.py line 289 276539] Test: [58/78] Loss 0.9660 +[2025-02-27 15:42:29,527 INFO hook.py line 289 276539] Test: [59/78] Loss 1.3721 +[2025-02-27 15:42:29,560 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0433 +[2025-02-27 15:42:29,585 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7032 +[2025-02-27 15:42:29,616 INFO hook.py line 289 276539] Test: [62/78] Loss 0.8154 +[2025-02-27 15:42:29,649 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1233 +[2025-02-27 15:42:29,706 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7150 +[2025-02-27 15:42:29,733 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9568 +[2025-02-27 15:42:29,771 INFO hook.py line 289 276539] Test: [66/78] Loss 1.2465 +[2025-02-27 15:42:29,807 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5954 +[2025-02-27 15:42:29,841 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8042 +[2025-02-27 15:42:29,869 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3862 +[2025-02-27 15:42:29,922 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1139 +[2025-02-27 15:42:29,963 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9167 +[2025-02-27 15:42:30,016 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4381 +[2025-02-27 15:42:30,064 INFO hook.py line 289 276539] Test: [73/78] Loss 0.6322 +[2025-02-27 15:42:30,104 INFO hook.py line 289 276539] Test: [74/78] Loss 2.5142 +[2025-02-27 15:42:30,153 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5210 +[2025-02-27 15:42:30,180 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8421 +[2025-02-27 15:42:30,238 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6298 +[2025-02-27 15:42:30,265 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7030 +[2025-02-27 15:42:31,609 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:42:31,609 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:42:31,609 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] wall : 0.7515 0.8193 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] floor : 0.9554 0.9766 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] cabinet : 0.4827 0.6836 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] bed : 0.7168 0.8157 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] chair : 0.8316 0.9532 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] sofa : 0.7387 0.7916 +[2025-02-27 15:42:31,609 INFO hook.py line 232 276539] table : 0.6685 0.7727 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] door : 0.4767 0.7158 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] window : 0.4792 0.6106 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] bookshelf : 0.5266 0.9673 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] picture : 0.2253 0.5242 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] counter : 0.4796 0.5676 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] desk : 0.4843 0.5963 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] curtain : 0.5158 0.7612 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] refridgerator : 0.3543 0.4606 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] shower curtain : 0.5561 0.9101 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] toilet : 0.9076 0.9676 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] sink : 0.5741 0.7388 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] bathtub : 0.7146 0.9229 +[2025-02-27 15:42:31,610 INFO hook.py line 232 276539] otherfurniture : 0.3843 0.4796 +[2025-02-27 15:42:31,610 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:42:31,610 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5912/0.7518/0.8343. +[2025-02-27 15:42:31,610 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:42:31,616 INFO misc.py line 164 276539] Currently Best mIoU: 0.6175 +[2025-02-27 15:42:31,616 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:42:54,580 INFO hook.py line 109 276539] Train: [11/100][50/300] Data 0.002 (0.005) Batch 0.335 (0.322) Remain 02:24:41 loss: 0.4301 Lr: 5.95627e-03 +[2025-02-27 15:43:08,428 INFO hook.py line 109 276539] Train: [11/100][100/300] Data 0.003 (0.004) Batch 0.258 (0.299) Remain 02:13:59 loss: 0.9994 Lr: 5.95341e-03 +[2025-02-27 15:43:21,496 INFO hook.py line 109 276539] Train: [11/100][150/300] Data 0.005 (0.004) Batch 0.296 (0.286) Remain 02:08:01 loss: 1.0850 Lr: 5.95046e-03 +[2025-02-27 15:43:38,564 INFO hook.py line 109 276539] Train: [11/100][200/300] Data 0.007 (0.004) Batch 0.336 (0.300) Remain 02:14:03 loss: 0.9563 Lr: 5.94742e-03 +[2025-02-27 15:43:56,515 INFO hook.py line 109 276539] Train: [11/100][250/300] Data 0.003 (0.005) Batch 0.379 (0.312) Remain 02:19:07 loss: 0.8140 Lr: 5.94430e-03 +[2025-02-27 15:44:10,402 INFO hook.py line 109 276539] Train: [11/100][300/300] Data 0.003 (0.005) Batch 0.212 (0.306) Remain 02:16:17 loss: 0.7096 Lr: 5.94108e-03 +[2025-02-27 15:44:10,403 INFO misc.py line 135 276539] Train result: loss: 0.8912 +[2025-02-27 15:44:10,480 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:44:30,466 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2176 +[2025-02-27 15:44:31,274 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6720 +[2025-02-27 15:44:31,312 INFO hook.py line 289 276539] Test: [3/78] Loss 0.8193 +[2025-02-27 15:44:31,370 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6109 +[2025-02-27 15:44:31,413 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6104 +[2025-02-27 15:44:31,472 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4565 +[2025-02-27 15:44:31,521 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6908 +[2025-02-27 15:44:31,547 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2898 +[2025-02-27 15:44:31,589 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0633 +[2025-02-27 15:44:31,622 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9145 +[2025-02-27 15:44:31,679 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4055 +[2025-02-27 15:44:31,715 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8313 +[2025-02-27 15:44:31,768 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4128 +[2025-02-27 15:44:31,806 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7828 +[2025-02-27 15:44:31,841 INFO hook.py line 289 276539] Test: [15/78] Loss 1.7137 +[2025-02-27 15:44:31,886 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2693 +[2025-02-27 15:44:31,926 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8313 +[2025-02-27 15:44:31,962 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9787 +[2025-02-27 15:44:32,009 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7820 +[2025-02-27 15:44:32,045 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1722 +[2025-02-27 15:44:32,086 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3930 +[2025-02-27 15:44:32,127 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1470 +[2025-02-27 15:44:32,160 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9849 +[2025-02-27 15:44:32,213 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8246 +[2025-02-27 15:44:32,265 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9752 +[2025-02-27 15:44:32,307 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7317 +[2025-02-27 15:44:32,358 INFO hook.py line 289 276539] Test: [27/78] Loss 1.8530 +[2025-02-27 15:44:32,391 INFO hook.py line 289 276539] Test: [28/78] Loss 0.8850 +[2025-02-27 15:44:32,432 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3597 +[2025-02-27 15:44:32,491 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5427 +[2025-02-27 15:44:32,546 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4912 +[2025-02-27 15:44:32,581 INFO hook.py line 289 276539] Test: [32/78] Loss 1.0760 +[2025-02-27 15:44:32,638 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2538 +[2025-02-27 15:44:32,689 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0174 +[2025-02-27 15:44:32,742 INFO hook.py line 289 276539] Test: [35/78] Loss 0.6740 +[2025-02-27 15:44:32,793 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9289 +[2025-02-27 15:44:32,833 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4829 +[2025-02-27 15:44:32,869 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4852 +[2025-02-27 15:44:32,929 INFO hook.py line 289 276539] Test: [39/78] Loss 1.9839 +[2025-02-27 15:44:32,975 INFO hook.py line 289 276539] Test: [40/78] Loss 1.8847 +[2025-02-27 15:44:33,022 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8638 +[2025-02-27 15:44:33,073 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2132 +[2025-02-27 15:44:33,122 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2654 +[2025-02-27 15:44:33,181 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5749 +[2025-02-27 15:44:33,218 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6352 +[2025-02-27 15:44:33,270 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6039 +[2025-02-27 15:44:33,307 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8254 +[2025-02-27 15:44:33,338 INFO hook.py line 289 276539] Test: [48/78] Loss 1.1135 +[2025-02-27 15:44:33,373 INFO hook.py line 289 276539] Test: [49/78] Loss 0.5635 +[2025-02-27 15:44:33,404 INFO hook.py line 289 276539] Test: [50/78] Loss 1.7831 +[2025-02-27 15:44:33,437 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9796 +[2025-02-27 15:44:33,469 INFO hook.py line 289 276539] Test: [52/78] Loss 1.5062 +[2025-02-27 15:44:33,497 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3591 +[2025-02-27 15:44:33,533 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8484 +[2025-02-27 15:44:33,569 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0989 +[2025-02-27 15:44:33,607 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3210 +[2025-02-27 15:44:33,640 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9245 +[2025-02-27 15:44:33,670 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5348 +[2025-02-27 15:44:33,708 INFO hook.py line 289 276539] Test: [59/78] Loss 1.1626 +[2025-02-27 15:44:33,742 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9132 +[2025-02-27 15:44:33,774 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9039 +[2025-02-27 15:44:33,817 INFO hook.py line 289 276539] Test: [62/78] Loss 0.8658 +[2025-02-27 15:44:33,851 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0892 +[2025-02-27 15:44:33,905 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6296 +[2025-02-27 15:44:33,941 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3530 +[2025-02-27 15:44:33,987 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6351 +[2025-02-27 15:44:34,024 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8002 +[2025-02-27 15:44:34,062 INFO hook.py line 289 276539] Test: [68/78] Loss 1.6523 +[2025-02-27 15:44:34,096 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3199 +[2025-02-27 15:44:34,151 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9090 +[2025-02-27 15:44:34,192 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3140 +[2025-02-27 15:44:34,250 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5190 +[2025-02-27 15:44:34,300 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4401 +[2025-02-27 15:44:34,342 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6974 +[2025-02-27 15:44:34,392 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4155 +[2025-02-27 15:44:34,424 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7699 +[2025-02-27 15:44:34,481 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4748 +[2025-02-27 15:44:34,507 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7586 +[2025-02-27 15:44:36,235 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:44:36,236 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:44:36,236 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] wall : 0.7921 0.9123 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] floor : 0.9580 0.9773 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] cabinet : 0.5234 0.6744 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] bed : 0.6105 0.7019 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] chair : 0.8211 0.9008 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] sofa : 0.6009 0.9285 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] table : 0.6148 0.8124 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] door : 0.4460 0.5070 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] window : 0.5119 0.6316 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] bookshelf : 0.6891 0.7852 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] picture : 0.2293 0.4898 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] counter : 0.5886 0.7269 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] desk : 0.4610 0.5777 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] curtain : 0.5299 0.6225 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] refridgerator : 0.3908 0.5632 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] shower curtain : 0.4043 0.4322 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] toilet : 0.8723 0.9044 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] sink : 0.5982 0.7692 +[2025-02-27 15:44:36,237 INFO hook.py line 232 276539] bathtub : 0.8083 0.9279 +[2025-02-27 15:44:36,238 INFO hook.py line 232 276539] otherfurniture : 0.3939 0.5457 +[2025-02-27 15:44:36,238 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:44:36,238 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5922/0.7196/0.8458. +[2025-02-27 15:44:36,246 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:44:36,268 INFO misc.py line 164 276539] Currently Best mIoU: 0.6175 +[2025-02-27 15:44:36,272 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:45:01,802 INFO hook.py line 109 276539] Train: [12/100][50/300] Data 0.007 (0.006) Batch 0.376 (0.353) Remain 02:36:42 loss: 1.1163 Lr: 5.93778e-03 +[2025-02-27 15:45:19,896 INFO hook.py line 109 276539] Train: [12/100][100/300] Data 0.004 (0.006) Batch 0.253 (0.357) Remain 02:38:29 loss: 0.6778 Lr: 5.93438e-03 +[2025-02-27 15:45:38,050 INFO hook.py line 109 276539] Train: [12/100][150/300] Data 0.005 (0.006) Batch 0.400 (0.359) Remain 02:39:01 loss: 0.8136 Lr: 5.93090e-03 +[2025-02-27 15:45:55,730 INFO hook.py line 109 276539] Train: [12/100][200/300] Data 0.003 (0.006) Batch 0.312 (0.358) Remain 02:38:04 loss: 0.8014 Lr: 5.92732e-03 +[2025-02-27 15:46:13,562 INFO hook.py line 109 276539] Train: [12/100][250/300] Data 0.003 (0.006) Batch 0.342 (0.358) Remain 02:37:39 loss: 0.7451 Lr: 5.92366e-03 +[2025-02-27 15:46:27,472 INFO hook.py line 109 276539] Train: [12/100][300/300] Data 0.002 (0.006) Batch 0.209 (0.344) Remain 02:31:29 loss: 0.6728 Lr: 5.91991e-03 +[2025-02-27 15:46:27,473 INFO misc.py line 135 276539] Train result: loss: 0.8709 +[2025-02-27 15:46:27,565 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:46:45,744 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2655 +[2025-02-27 15:46:47,940 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9094 +[2025-02-27 15:46:47,997 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4266 +[2025-02-27 15:46:48,059 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4510 +[2025-02-27 15:46:48,113 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5323 +[2025-02-27 15:46:48,178 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3183 +[2025-02-27 15:46:48,227 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7477 +[2025-02-27 15:46:48,275 INFO hook.py line 289 276539] Test: [8/78] Loss 0.6186 +[2025-02-27 15:46:48,322 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1113 +[2025-02-27 15:46:48,368 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8855 +[2025-02-27 15:46:48,414 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5317 +[2025-02-27 15:46:48,456 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9587 +[2025-02-27 15:46:48,506 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4533 +[2025-02-27 15:46:48,558 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2500 +[2025-02-27 15:46:48,594 INFO hook.py line 289 276539] Test: [15/78] Loss 2.0073 +[2025-02-27 15:46:48,637 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3476 +[2025-02-27 15:46:48,672 INFO hook.py line 289 276539] Test: [17/78] Loss 1.0828 +[2025-02-27 15:46:48,717 INFO hook.py line 289 276539] Test: [18/78] Loss 1.1363 +[2025-02-27 15:46:48,758 INFO hook.py line 289 276539] Test: [19/78] Loss 1.4363 +[2025-02-27 15:46:48,791 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1882 +[2025-02-27 15:46:48,823 INFO hook.py line 289 276539] Test: [21/78] Loss 0.4371 +[2025-02-27 15:46:48,858 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3175 +[2025-02-27 15:46:48,885 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8081 +[2025-02-27 15:46:48,928 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8180 +[2025-02-27 15:46:48,972 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9341 +[2025-02-27 15:46:49,011 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7599 +[2025-02-27 15:46:49,058 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1544 +[2025-02-27 15:46:49,089 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6508 +[2025-02-27 15:46:49,116 INFO hook.py line 289 276539] Test: [29/78] Loss 0.5248 +[2025-02-27 15:46:49,168 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5215 +[2025-02-27 15:46:49,221 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5629 +[2025-02-27 15:46:49,252 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6142 +[2025-02-27 15:46:49,301 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2206 +[2025-02-27 15:46:49,335 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1748 +[2025-02-27 15:46:49,373 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4817 +[2025-02-27 15:46:49,415 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7210 +[2025-02-27 15:46:49,449 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6116 +[2025-02-27 15:46:49,478 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3460 +[2025-02-27 15:46:49,535 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3759 +[2025-02-27 15:46:49,579 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7583 +[2025-02-27 15:46:49,628 INFO hook.py line 289 276539] Test: [41/78] Loss 1.5446 +[2025-02-27 15:46:49,655 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2893 +[2025-02-27 15:46:49,690 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2861 +[2025-02-27 15:46:49,743 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7173 +[2025-02-27 15:46:49,775 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6046 +[2025-02-27 15:46:49,817 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6246 +[2025-02-27 15:46:49,852 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7748 +[2025-02-27 15:46:49,882 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8297 +[2025-02-27 15:46:49,912 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7358 +[2025-02-27 15:46:49,942 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9700 +[2025-02-27 15:46:49,973 INFO hook.py line 289 276539] Test: [51/78] Loss 1.1698 +[2025-02-27 15:46:50,009 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0813 +[2025-02-27 15:46:50,037 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4142 +[2025-02-27 15:46:50,075 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7888 +[2025-02-27 15:46:50,114 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1579 +[2025-02-27 15:46:50,161 INFO hook.py line 289 276539] Test: [56/78] Loss 0.5824 +[2025-02-27 15:46:50,197 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6745 +[2025-02-27 15:46:50,232 INFO hook.py line 289 276539] Test: [58/78] Loss 0.8613 +[2025-02-27 15:46:50,270 INFO hook.py line 289 276539] Test: [59/78] Loss 1.2035 +[2025-02-27 15:46:50,305 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9346 +[2025-02-27 15:46:50,334 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7133 +[2025-02-27 15:46:50,369 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7759 +[2025-02-27 15:46:50,408 INFO hook.py line 289 276539] Test: [63/78] Loss 1.5786 +[2025-02-27 15:46:50,465 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7096 +[2025-02-27 15:46:50,496 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9546 +[2025-02-27 15:46:50,541 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8577 +[2025-02-27 15:46:50,578 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5876 +[2025-02-27 15:46:50,609 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8672 +[2025-02-27 15:46:50,639 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3790 +[2025-02-27 15:46:50,693 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2812 +[2025-02-27 15:46:50,738 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1476 +[2025-02-27 15:46:50,789 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4449 +[2025-02-27 15:46:50,836 INFO hook.py line 289 276539] Test: [73/78] Loss 0.7599 +[2025-02-27 15:46:50,877 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7936 +[2025-02-27 15:46:50,924 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6621 +[2025-02-27 15:46:50,951 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5116 +[2025-02-27 15:46:51,005 INFO hook.py line 289 276539] Test: [77/78] Loss 0.9626 +[2025-02-27 15:46:51,030 INFO hook.py line 289 276539] Test: [78/78] Loss 0.9170 +[2025-02-27 15:46:52,516 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:46:52,517 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:46:52,517 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] wall : 0.7530 0.8214 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] floor : 0.9552 0.9821 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] cabinet : 0.4806 0.5802 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] bed : 0.7283 0.7912 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] chair : 0.8568 0.9054 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] sofa : 0.7684 0.8167 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] table : 0.4814 0.5218 +[2025-02-27 15:46:52,517 INFO hook.py line 232 276539] door : 0.4644 0.8056 +[2025-02-27 15:46:52,520 INFO hook.py line 232 276539] window : 0.4636 0.7813 +[2025-02-27 15:46:52,520 INFO hook.py line 232 276539] bookshelf : 0.6782 0.9134 +[2025-02-27 15:46:52,520 INFO hook.py line 232 276539] picture : 0.2928 0.4204 +[2025-02-27 15:46:52,520 INFO hook.py line 232 276539] counter : 0.5784 0.7101 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] desk : 0.3586 0.8924 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] curtain : 0.6169 0.7438 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] refridgerator : 0.3232 0.5882 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] shower curtain : 0.6183 0.7186 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] toilet : 0.9139 0.9445 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] sink : 0.6129 0.7167 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] bathtub : 0.7793 0.9238 +[2025-02-27 15:46:52,521 INFO hook.py line 232 276539] otherfurniture : 0.4358 0.5107 +[2025-02-27 15:46:52,521 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:46:52,521 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6080/0.7544/0.8325. +[2025-02-27 15:46:52,522 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:46:52,545 INFO misc.py line 164 276539] Currently Best mIoU: 0.6175 +[2025-02-27 15:46:52,546 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:47:15,901 INFO hook.py line 109 276539] Train: [13/100][50/300] Data 0.003 (0.005) Batch 0.312 (0.313) Remain 02:17:22 loss: 1.2587 Lr: 5.91607e-03 +[2025-02-27 15:47:31,664 INFO hook.py line 109 276539] Train: [13/100][100/300] Data 0.009 (0.005) Batch 0.317 (0.314) Remain 02:17:39 loss: 1.2347 Lr: 5.91214e-03 +[2025-02-27 15:47:47,256 INFO hook.py line 109 276539] Train: [13/100][150/300] Data 0.010 (0.005) Batch 0.371 (0.313) Remain 02:17:04 loss: 0.8926 Lr: 5.90813e-03 +[2025-02-27 15:48:02,614 INFO hook.py line 109 276539] Train: [13/100][200/300] Data 0.013 (0.005) Batch 0.341 (0.312) Remain 02:16:07 loss: 0.8035 Lr: 5.90402e-03 +[2025-02-27 15:48:16,503 INFO hook.py line 109 276539] Train: [13/100][250/300] Data 0.004 (0.005) Batch 0.287 (0.305) Remain 02:12:52 loss: 0.6349 Lr: 5.89983e-03 +[2025-02-27 15:48:27,891 INFO hook.py line 109 276539] Train: [13/100][300/300] Data 0.003 (0.005) Batch 0.220 (0.292) Remain 02:06:58 loss: 0.8915 Lr: 5.89555e-03 +[2025-02-27 15:48:27,892 INFO misc.py line 135 276539] Train result: loss: 0.8479 +[2025-02-27 15:48:27,985 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:48:48,297 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2545 +[2025-02-27 15:48:48,352 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8200 +[2025-02-27 15:48:48,397 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4396 +[2025-02-27 15:48:48,467 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6086 +[2025-02-27 15:48:48,511 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4563 +[2025-02-27 15:48:48,980 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3868 +[2025-02-27 15:48:49,029 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6927 +[2025-02-27 15:48:49,076 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3371 +[2025-02-27 15:48:49,132 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0917 +[2025-02-27 15:48:49,176 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6590 +[2025-02-27 15:48:49,224 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3386 +[2025-02-27 15:48:49,275 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8010 +[2025-02-27 15:48:49,322 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5756 +[2025-02-27 15:48:49,369 INFO hook.py line 289 276539] Test: [14/78] Loss 1.5292 +[2025-02-27 15:48:49,410 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3693 +[2025-02-27 15:48:49,453 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3042 +[2025-02-27 15:48:49,495 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7555 +[2025-02-27 15:48:49,545 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6163 +[2025-02-27 15:48:49,585 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1597 +[2025-02-27 15:48:49,617 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0570 +[2025-02-27 15:48:49,651 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3364 +[2025-02-27 15:48:49,697 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3666 +[2025-02-27 15:48:49,729 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8122 +[2025-02-27 15:48:49,785 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8441 +[2025-02-27 15:48:49,829 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8314 +[2025-02-27 15:48:49,876 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6320 +[2025-02-27 15:48:49,928 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9090 +[2025-02-27 15:48:49,961 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3923 +[2025-02-27 15:48:49,997 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4710 +[2025-02-27 15:48:50,049 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5070 +[2025-02-27 15:48:50,104 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4579 +[2025-02-27 15:48:50,138 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4557 +[2025-02-27 15:48:50,189 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2272 +[2025-02-27 15:48:50,233 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9861 +[2025-02-27 15:48:50,268 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5364 +[2025-02-27 15:48:50,321 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7295 +[2025-02-27 15:48:50,369 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5501 +[2025-02-27 15:48:50,406 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3463 +[2025-02-27 15:48:50,470 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4836 +[2025-02-27 15:48:50,520 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4038 +[2025-02-27 15:48:50,567 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8251 +[2025-02-27 15:48:50,594 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2292 +[2025-02-27 15:48:50,638 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2898 +[2025-02-27 15:48:50,693 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4642 +[2025-02-27 15:48:50,732 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6461 +[2025-02-27 15:48:50,784 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8301 +[2025-02-27 15:48:50,827 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7832 +[2025-02-27 15:48:50,866 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5229 +[2025-02-27 15:48:50,900 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7443 +[2025-02-27 15:48:50,931 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2436 +[2025-02-27 15:48:50,969 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6552 +[2025-02-27 15:48:51,003 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9547 +[2025-02-27 15:48:51,030 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4346 +[2025-02-27 15:48:51,067 INFO hook.py line 289 276539] Test: [54/78] Loss 1.4477 +[2025-02-27 15:48:51,104 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0988 +[2025-02-27 15:48:51,143 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2892 +[2025-02-27 15:48:51,176 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7844 +[2025-02-27 15:48:51,207 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6885 +[2025-02-27 15:48:51,250 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9119 +[2025-02-27 15:48:51,291 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6163 +[2025-02-27 15:48:51,322 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6127 +[2025-02-27 15:48:51,358 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7612 +[2025-02-27 15:48:51,393 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0991 +[2025-02-27 15:48:51,448 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2887 +[2025-02-27 15:48:51,483 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0725 +[2025-02-27 15:48:51,523 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5894 +[2025-02-27 15:48:51,560 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3674 +[2025-02-27 15:48:51,595 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9705 +[2025-02-27 15:48:51,632 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3165 +[2025-02-27 15:48:51,687 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3046 +[2025-02-27 15:48:51,729 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8440 +[2025-02-27 15:48:51,781 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3404 +[2025-02-27 15:48:51,829 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5183 +[2025-02-27 15:48:51,870 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3180 +[2025-02-27 15:48:51,920 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4050 +[2025-02-27 15:48:51,947 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6283 +[2025-02-27 15:48:52,005 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5970 +[2025-02-27 15:48:52,032 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7625 +[2025-02-27 15:48:53,444 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:48:53,444 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:48:53,444 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] wall : 0.7983 0.9066 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] floor : 0.9595 0.9799 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] cabinet : 0.5451 0.6389 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] bed : 0.7899 0.8423 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] chair : 0.8680 0.9204 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] sofa : 0.7718 0.9146 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] table : 0.6916 0.8141 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] door : 0.5437 0.6931 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] window : 0.4712 0.7080 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] bookshelf : 0.7730 0.8948 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] picture : 0.2792 0.3540 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] counter : 0.5708 0.6334 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] desk : 0.5452 0.6771 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] curtain : 0.5455 0.8450 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] refridgerator : 0.4356 0.5109 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] shower curtain : 0.4409 0.5676 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] toilet : 0.8967 0.9672 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] sink : 0.6193 0.7775 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] bathtub : 0.8742 0.9360 +[2025-02-27 15:48:53,445 INFO hook.py line 232 276539] otherfurniture : 0.4647 0.5638 +[2025-02-27 15:48:53,446 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:48:53,446 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6442/0.7573/0.8674. +[2025-02-27 15:48:53,446 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:48:53,456 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6442 +[2025-02-27 15:48:53,457 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 15:48:53,457 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:49:19,201 INFO hook.py line 109 276539] Train: [14/100][50/300] Data 0.016 (0.006) Batch 0.427 (0.365) Remain 02:38:16 loss: 0.5715 Lr: 5.89118e-03 +[2025-02-27 15:49:36,717 INFO hook.py line 109 276539] Train: [14/100][100/300] Data 0.013 (0.007) Batch 0.432 (0.357) Remain 02:34:47 loss: 0.6250 Lr: 5.88673e-03 +[2025-02-27 15:49:54,865 INFO hook.py line 109 276539] Train: [14/100][150/300] Data 0.004 (0.007) Batch 0.309 (0.359) Remain 02:35:21 loss: 0.7192 Lr: 5.88218e-03 +[2025-02-27 15:50:13,028 INFO hook.py line 109 276539] Train: [14/100][200/300] Data 0.006 (0.007) Batch 0.318 (0.360) Remain 02:35:28 loss: 1.0002 Lr: 5.87755e-03 +[2025-02-27 15:50:30,967 INFO hook.py line 109 276539] Train: [14/100][250/300] Data 0.008 (0.008) Batch 0.317 (0.360) Remain 02:35:03 loss: 1.0321 Lr: 5.87283e-03 +[2025-02-27 15:50:44,629 INFO hook.py line 109 276539] Train: [14/100][300/300] Data 0.002 (0.007) Batch 0.212 (0.345) Remain 02:28:29 loss: 0.6730 Lr: 5.86802e-03 +[2025-02-27 15:50:44,630 INFO misc.py line 135 276539] Train result: loss: 0.8611 +[2025-02-27 15:50:44,713 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:51:04,848 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2124 +[2025-02-27 15:51:05,894 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8343 +[2025-02-27 15:51:05,943 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4530 +[2025-02-27 15:51:05,990 INFO hook.py line 289 276539] Test: [4/78] Loss 0.7150 +[2025-02-27 15:51:06,031 INFO hook.py line 289 276539] Test: [5/78] Loss 0.8725 +[2025-02-27 15:51:06,090 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3965 +[2025-02-27 15:51:06,150 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6595 +[2025-02-27 15:51:06,177 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3908 +[2025-02-27 15:51:06,221 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0936 +[2025-02-27 15:51:06,272 INFO hook.py line 289 276539] Test: [10/78] Loss 1.0008 +[2025-02-27 15:51:06,320 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4460 +[2025-02-27 15:51:06,351 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9134 +[2025-02-27 15:51:06,399 INFO hook.py line 289 276539] Test: [13/78] Loss 1.7486 +[2025-02-27 15:51:06,448 INFO hook.py line 289 276539] Test: [14/78] Loss 1.4844 +[2025-02-27 15:51:06,491 INFO hook.py line 289 276539] Test: [15/78] Loss 1.9838 +[2025-02-27 15:51:06,547 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2216 +[2025-02-27 15:51:06,587 INFO hook.py line 289 276539] Test: [17/78] Loss 1.0116 +[2025-02-27 15:51:06,623 INFO hook.py line 289 276539] Test: [18/78] Loss 1.3811 +[2025-02-27 15:51:06,672 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2240 +[2025-02-27 15:51:06,725 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9681 +[2025-02-27 15:51:06,759 INFO hook.py line 289 276539] Test: [21/78] Loss 0.5237 +[2025-02-27 15:51:06,807 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2038 +[2025-02-27 15:51:06,849 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9303 +[2025-02-27 15:51:06,900 INFO hook.py line 289 276539] Test: [24/78] Loss 0.5944 +[2025-02-27 15:51:06,960 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0573 +[2025-02-27 15:51:07,020 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5528 +[2025-02-27 15:51:07,078 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2968 +[2025-02-27 15:51:07,136 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6553 +[2025-02-27 15:51:07,171 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3845 +[2025-02-27 15:51:07,222 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6875 +[2025-02-27 15:51:07,287 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4517 +[2025-02-27 15:51:07,324 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4980 +[2025-02-27 15:51:07,388 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1724 +[2025-02-27 15:51:07,425 INFO hook.py line 289 276539] Test: [34/78] Loss 1.2211 +[2025-02-27 15:51:07,461 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5110 +[2025-02-27 15:51:07,507 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0080 +[2025-02-27 15:51:07,567 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6537 +[2025-02-27 15:51:07,609 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3999 +[2025-02-27 15:51:07,690 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6631 +[2025-02-27 15:51:07,733 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7585 +[2025-02-27 15:51:07,777 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9550 +[2025-02-27 15:51:07,821 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2188 +[2025-02-27 15:51:07,863 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2445 +[2025-02-27 15:51:07,923 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6645 +[2025-02-27 15:51:07,972 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6628 +[2025-02-27 15:51:08,027 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7116 +[2025-02-27 15:51:08,076 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1009 +[2025-02-27 15:51:08,114 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6505 +[2025-02-27 15:51:08,148 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9354 +[2025-02-27 15:51:08,192 INFO hook.py line 289 276539] Test: [50/78] Loss 1.8745 +[2025-02-27 15:51:08,234 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7860 +[2025-02-27 15:51:08,266 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8616 +[2025-02-27 15:51:08,292 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4420 +[2025-02-27 15:51:08,325 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0441 +[2025-02-27 15:51:08,362 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0926 +[2025-02-27 15:51:08,402 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2427 +[2025-02-27 15:51:08,435 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8702 +[2025-02-27 15:51:08,463 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7196 +[2025-02-27 15:51:08,500 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7712 +[2025-02-27 15:51:08,533 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7942 +[2025-02-27 15:51:08,557 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9684 +[2025-02-27 15:51:08,589 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5416 +[2025-02-27 15:51:08,624 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2949 +[2025-02-27 15:51:08,678 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2456 +[2025-02-27 15:51:08,707 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1353 +[2025-02-27 15:51:08,746 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5512 +[2025-02-27 15:51:08,789 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4676 +[2025-02-27 15:51:08,828 INFO hook.py line 289 276539] Test: [68/78] Loss 1.2948 +[2025-02-27 15:51:08,858 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3904 +[2025-02-27 15:51:08,913 INFO hook.py line 289 276539] Test: [70/78] Loss 0.6362 +[2025-02-27 15:51:08,955 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3293 +[2025-02-27 15:51:09,005 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5134 +[2025-02-27 15:51:09,054 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5196 +[2025-02-27 15:51:09,095 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9551 +[2025-02-27 15:51:09,145 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4793 +[2025-02-27 15:51:09,174 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8419 +[2025-02-27 15:51:09,230 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4682 +[2025-02-27 15:51:09,258 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4807 +[2025-02-27 15:51:10,867 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:51:10,868 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:51:10,868 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:51:10,868 INFO hook.py line 232 276539] wall : 0.8088 0.9132 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] floor : 0.9519 0.9762 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] cabinet : 0.5280 0.6436 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] bed : 0.6200 0.6299 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] chair : 0.8449 0.9075 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] sofa : 0.7319 0.8467 +[2025-02-27 15:51:10,873 INFO hook.py line 232 276539] table : 0.5814 0.8022 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] door : 0.4988 0.5475 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] window : 0.4600 0.6746 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] bookshelf : 0.7256 0.8725 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] picture : 0.2700 0.4760 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] counter : 0.6042 0.8086 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] desk : 0.4793 0.7740 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] curtain : 0.6533 0.7200 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] refridgerator : 0.4450 0.4863 +[2025-02-27 15:51:10,874 INFO hook.py line 232 276539] shower curtain : 0.6515 0.8184 +[2025-02-27 15:51:10,875 INFO hook.py line 232 276539] toilet : 0.9149 0.9674 +[2025-02-27 15:51:10,875 INFO hook.py line 232 276539] sink : 0.6029 0.6667 +[2025-02-27 15:51:10,875 INFO hook.py line 232 276539] bathtub : 0.7710 0.9330 +[2025-02-27 15:51:10,875 INFO hook.py line 232 276539] otherfurniture : 0.4661 0.6314 +[2025-02-27 15:51:10,875 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:51:10,875 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6305/0.7548/0.8569. +[2025-02-27 15:51:10,876 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:51:10,897 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 15:51:10,897 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:51:37,021 INFO hook.py line 109 276539] Train: [15/100][50/300] Data 0.012 (0.008) Batch 0.337 (0.358) Remain 02:33:35 loss: 0.8790 Lr: 5.86313e-03 +[2025-02-27 15:51:54,655 INFO hook.py line 109 276539] Train: [15/100][100/300] Data 0.011 (0.008) Batch 0.305 (0.355) Remain 02:32:08 loss: 0.7835 Lr: 5.85815e-03 +[2025-02-27 15:52:10,716 INFO hook.py line 109 276539] Train: [15/100][150/300] Data 0.012 (0.007) Batch 0.259 (0.344) Remain 02:26:53 loss: 0.6566 Lr: 5.85308e-03 +[2025-02-27 15:52:26,377 INFO hook.py line 109 276539] Train: [15/100][200/300] Data 0.013 (0.007) Batch 0.366 (0.336) Remain 02:23:18 loss: 0.9625 Lr: 5.84803e-03 +[2025-02-27 15:52:41,984 INFO hook.py line 109 276539] Train: [15/100][250/300] Data 0.006 (0.007) Batch 0.311 (0.331) Remain 02:20:59 loss: 0.9797 Lr: 5.84279e-03 +[2025-02-27 15:52:54,197 INFO hook.py line 109 276539] Train: [15/100][300/300] Data 0.002 (0.006) Batch 0.188 (0.316) Remain 02:14:30 loss: 0.6957 Lr: 5.83747e-03 +[2025-02-27 15:52:54,198 INFO misc.py line 135 276539] Train result: loss: 0.8200 +[2025-02-27 15:52:54,300 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:53:09,341 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2420 +[2025-02-27 15:53:09,827 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8726 +[2025-02-27 15:53:09,867 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4998 +[2025-02-27 15:53:09,927 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5524 +[2025-02-27 15:53:09,975 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4029 +[2025-02-27 15:53:10,055 INFO hook.py line 289 276539] Test: [6/78] Loss 1.2846 +[2025-02-27 15:53:10,111 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6686 +[2025-02-27 15:53:10,143 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3794 +[2025-02-27 15:53:10,187 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0463 +[2025-02-27 15:53:10,223 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8868 +[2025-02-27 15:53:10,385 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5692 +[2025-02-27 15:53:10,879 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9468 +[2025-02-27 15:53:10,933 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4144 +[2025-02-27 15:53:10,974 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9823 +[2025-02-27 15:53:11,011 INFO hook.py line 289 276539] Test: [15/78] Loss 2.2190 +[2025-02-27 15:53:11,054 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2341 +[2025-02-27 15:53:11,091 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9235 +[2025-02-27 15:53:11,128 INFO hook.py line 289 276539] Test: [18/78] Loss 1.1516 +[2025-02-27 15:53:11,171 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0043 +[2025-02-27 15:53:11,204 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8943 +[2025-02-27 15:53:11,241 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2436 +[2025-02-27 15:53:11,278 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4659 +[2025-02-27 15:53:11,304 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7678 +[2025-02-27 15:53:11,346 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6421 +[2025-02-27 15:53:11,384 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8434 +[2025-02-27 15:53:11,421 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6142 +[2025-02-27 15:53:11,468 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0292 +[2025-02-27 15:53:11,500 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5525 +[2025-02-27 15:53:11,527 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3154 +[2025-02-27 15:53:11,575 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5777 +[2025-02-27 15:53:11,630 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4680 +[2025-02-27 15:53:11,662 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4899 +[2025-02-27 15:53:11,711 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2692 +[2025-02-27 15:53:11,749 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8509 +[2025-02-27 15:53:11,783 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4207 +[2025-02-27 15:53:11,823 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0001 +[2025-02-27 15:53:11,858 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6689 +[2025-02-27 15:53:11,885 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3210 +[2025-02-27 15:53:11,944 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7508 +[2025-02-27 15:53:11,986 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4965 +[2025-02-27 15:53:12,026 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8795 +[2025-02-27 15:53:12,051 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1910 +[2025-02-27 15:53:12,083 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3012 +[2025-02-27 15:53:12,138 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5573 +[2025-02-27 15:53:12,180 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6569 +[2025-02-27 15:53:12,226 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5785 +[2025-02-27 15:53:12,262 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7359 +[2025-02-27 15:53:12,291 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6120 +[2025-02-27 15:53:12,320 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8245 +[2025-02-27 15:53:12,348 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2830 +[2025-02-27 15:53:12,375 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5426 +[2025-02-27 15:53:12,405 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7814 +[2025-02-27 15:53:12,427 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3270 +[2025-02-27 15:53:12,458 INFO hook.py line 289 276539] Test: [54/78] Loss 2.2704 +[2025-02-27 15:53:12,491 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1121 +[2025-02-27 15:53:12,528 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2957 +[2025-02-27 15:53:12,557 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7575 +[2025-02-27 15:53:12,580 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6134 +[2025-02-27 15:53:12,615 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8252 +[2025-02-27 15:53:12,644 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9101 +[2025-02-27 15:53:12,665 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7339 +[2025-02-27 15:53:12,695 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5222 +[2025-02-27 15:53:12,727 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1765 +[2025-02-27 15:53:12,779 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3890 +[2025-02-27 15:53:12,803 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8295 +[2025-02-27 15:53:12,839 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5442 +[2025-02-27 15:53:12,874 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6183 +[2025-02-27 15:53:12,903 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0069 +[2025-02-27 15:53:12,930 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3018 +[2025-02-27 15:53:12,982 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0400 +[2025-02-27 15:53:13,022 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9586 +[2025-02-27 15:53:13,070 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3573 +[2025-02-27 15:53:13,116 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4049 +[2025-02-27 15:53:13,154 INFO hook.py line 289 276539] Test: [74/78] Loss 2.1446 +[2025-02-27 15:53:13,200 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5915 +[2025-02-27 15:53:13,225 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0951 +[2025-02-27 15:53:13,278 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3012 +[2025-02-27 15:53:13,303 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5170 +[2025-02-27 15:53:15,101 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:53:15,110 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:53:15,110 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:53:15,111 INFO hook.py line 232 276539] wall : 0.7982 0.9429 +[2025-02-27 15:53:15,112 INFO hook.py line 232 276539] floor : 0.9574 0.9820 +[2025-02-27 15:53:15,112 INFO hook.py line 232 276539] cabinet : 0.5127 0.6078 +[2025-02-27 15:53:15,112 INFO hook.py line 232 276539] bed : 0.6830 0.7220 +[2025-02-27 15:53:15,113 INFO hook.py line 232 276539] chair : 0.8633 0.9182 +[2025-02-27 15:53:15,113 INFO hook.py line 232 276539] sofa : 0.7861 0.8337 +[2025-02-27 15:53:15,113 INFO hook.py line 232 276539] table : 0.6292 0.8262 +[2025-02-27 15:53:15,113 INFO hook.py line 232 276539] door : 0.5244 0.6283 +[2025-02-27 15:53:15,114 INFO hook.py line 232 276539] window : 0.5073 0.6071 +[2025-02-27 15:53:15,114 INFO hook.py line 232 276539] bookshelf : 0.7159 0.8859 +[2025-02-27 15:53:15,114 INFO hook.py line 232 276539] picture : 0.2676 0.3249 +[2025-02-27 15:53:15,114 INFO hook.py line 232 276539] counter : 0.6016 0.7908 +[2025-02-27 15:53:15,115 INFO hook.py line 232 276539] desk : 0.4671 0.7592 +[2025-02-27 15:53:15,115 INFO hook.py line 232 276539] curtain : 0.5764 0.8000 +[2025-02-27 15:53:15,115 INFO hook.py line 232 276539] refridgerator : 0.4212 0.4525 +[2025-02-27 15:53:15,115 INFO hook.py line 232 276539] shower curtain : 0.6143 0.7320 +[2025-02-27 15:53:15,116 INFO hook.py line 232 276539] toilet : 0.9047 0.9203 +[2025-02-27 15:53:15,116 INFO hook.py line 232 276539] sink : 0.5650 0.6000 +[2025-02-27 15:53:15,116 INFO hook.py line 232 276539] bathtub : 0.7768 0.9059 +[2025-02-27 15:53:15,116 INFO hook.py line 232 276539] otherfurniture : 0.3640 0.4007 +[2025-02-27 15:53:15,116 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:53:15,116 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6268/0.7320/0.8609. +[2025-02-27 15:53:15,117 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:53:15,138 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 15:53:15,139 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:53:41,275 INFO hook.py line 109 276539] Train: [16/100][50/300] Data 0.016 (0.008) Batch 0.297 (0.383) Remain 02:42:25 loss: 0.9764 Lr: 5.83206e-03 +[2025-02-27 15:53:58,467 INFO hook.py line 109 276539] Train: [16/100][100/300] Data 0.007 (0.008) Batch 0.375 (0.363) Remain 02:33:34 loss: 0.6309 Lr: 5.82656e-03 +[2025-02-27 15:54:16,704 INFO hook.py line 109 276539] Train: [16/100][150/300] Data 0.004 (0.008) Batch 0.397 (0.363) Remain 02:33:32 loss: 0.9297 Lr: 5.82098e-03 +[2025-02-27 15:54:34,474 INFO hook.py line 109 276539] Train: [16/100][200/300] Data 0.004 (0.008) Batch 0.362 (0.361) Remain 02:32:23 loss: 0.6954 Lr: 5.81531e-03 +[2025-02-27 15:54:52,470 INFO hook.py line 109 276539] Train: [16/100][250/300] Data 0.008 (0.008) Batch 0.350 (0.361) Remain 02:31:57 loss: 0.8110 Lr: 5.80955e-03 +[2025-02-27 15:55:06,279 INFO hook.py line 109 276539] Train: [16/100][300/300] Data 0.002 (0.007) Batch 0.191 (0.347) Remain 02:25:39 loss: 0.9249 Lr: 5.80371e-03 +[2025-02-27 15:55:06,280 INFO misc.py line 135 276539] Train result: loss: 0.8107 +[2025-02-27 15:55:06,373 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:55:27,560 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2190 +[2025-02-27 15:55:27,633 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8673 +[2025-02-27 15:55:27,959 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3376 +[2025-02-27 15:55:28,018 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5413 +[2025-02-27 15:55:28,071 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4354 +[2025-02-27 15:55:28,129 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6420 +[2025-02-27 15:55:28,181 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7693 +[2025-02-27 15:55:28,219 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3449 +[2025-02-27 15:55:28,273 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9393 +[2025-02-27 15:55:28,317 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7690 +[2025-02-27 15:55:28,387 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7880 +[2025-02-27 15:55:28,439 INFO hook.py line 289 276539] Test: [12/78] Loss 0.6111 +[2025-02-27 15:55:28,488 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4660 +[2025-02-27 15:55:28,534 INFO hook.py line 289 276539] Test: [14/78] Loss 1.6559 +[2025-02-27 15:55:28,596 INFO hook.py line 289 276539] Test: [15/78] Loss 1.9497 +[2025-02-27 15:55:28,654 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1995 +[2025-02-27 15:55:28,701 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7116 +[2025-02-27 15:55:28,751 INFO hook.py line 289 276539] Test: [18/78] Loss 1.1711 +[2025-02-27 15:55:28,796 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3492 +[2025-02-27 15:55:28,843 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0555 +[2025-02-27 15:55:28,902 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3275 +[2025-02-27 15:55:28,954 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2145 +[2025-02-27 15:55:29,011 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8010 +[2025-02-27 15:55:29,060 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9712 +[2025-02-27 15:55:29,107 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6556 +[2025-02-27 15:55:29,151 INFO hook.py line 289 276539] Test: [26/78] Loss 1.0164 +[2025-02-27 15:55:29,204 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2021 +[2025-02-27 15:55:29,250 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6469 +[2025-02-27 15:55:29,296 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4600 +[2025-02-27 15:55:29,354 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4369 +[2025-02-27 15:55:29,409 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4410 +[2025-02-27 15:55:29,455 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7663 +[2025-02-27 15:55:29,512 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2389 +[2025-02-27 15:55:29,550 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0107 +[2025-02-27 15:55:29,593 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2933 +[2025-02-27 15:55:29,634 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9960 +[2025-02-27 15:55:29,671 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4602 +[2025-02-27 15:55:29,710 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3679 +[2025-02-27 15:55:29,775 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2122 +[2025-02-27 15:55:29,832 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7101 +[2025-02-27 15:55:29,879 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8761 +[2025-02-27 15:55:29,925 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1798 +[2025-02-27 15:55:29,965 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3481 +[2025-02-27 15:55:30,021 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6684 +[2025-02-27 15:55:30,083 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5440 +[2025-02-27 15:55:30,137 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6156 +[2025-02-27 15:55:30,189 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8816 +[2025-02-27 15:55:30,232 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8821 +[2025-02-27 15:55:30,272 INFO hook.py line 289 276539] Test: [49/78] Loss 1.9536 +[2025-02-27 15:55:30,304 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0662 +[2025-02-27 15:55:30,333 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5940 +[2025-02-27 15:55:30,368 INFO hook.py line 289 276539] Test: [52/78] Loss 1.1102 +[2025-02-27 15:55:30,393 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2833 +[2025-02-27 15:55:30,428 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5674 +[2025-02-27 15:55:30,464 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1102 +[2025-02-27 15:55:30,503 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2325 +[2025-02-27 15:55:30,549 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9441 +[2025-02-27 15:55:30,578 INFO hook.py line 289 276539] Test: [58/78] Loss 0.8633 +[2025-02-27 15:55:30,616 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9615 +[2025-02-27 15:55:30,647 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9018 +[2025-02-27 15:55:30,672 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9260 +[2025-02-27 15:55:30,706 INFO hook.py line 289 276539] Test: [62/78] Loss 0.8077 +[2025-02-27 15:55:30,742 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2326 +[2025-02-27 15:55:30,803 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5361 +[2025-02-27 15:55:30,833 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3942 +[2025-02-27 15:55:30,874 INFO hook.py line 289 276539] Test: [66/78] Loss 0.9618 +[2025-02-27 15:55:30,911 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8258 +[2025-02-27 15:55:30,947 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0367 +[2025-02-27 15:55:30,986 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3824 +[2025-02-27 15:55:31,040 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9971 +[2025-02-27 15:55:31,082 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3003 +[2025-02-27 15:55:31,133 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3253 +[2025-02-27 15:55:31,181 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3908 +[2025-02-27 15:55:31,221 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3327 +[2025-02-27 15:55:31,270 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4508 +[2025-02-27 15:55:31,298 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8671 +[2025-02-27 15:55:31,352 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5143 +[2025-02-27 15:55:31,380 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5632 +[2025-02-27 15:55:33,065 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:55:33,065 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:55:33,065 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] wall : 0.7967 0.9279 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] floor : 0.9525 0.9827 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] cabinet : 0.4890 0.5799 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] bed : 0.7188 0.7544 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] chair : 0.8622 0.9142 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] sofa : 0.7468 0.8322 +[2025-02-27 15:55:33,065 INFO hook.py line 232 276539] table : 0.6734 0.8336 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] door : 0.5036 0.6519 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] window : 0.3952 0.6293 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] bookshelf : 0.6782 0.7097 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] picture : 0.2609 0.3155 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] counter : 0.5355 0.6107 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] desk : 0.5271 0.6769 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] curtain : 0.5688 0.6418 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] refridgerator : 0.3936 0.4198 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] shower curtain : 0.4219 0.4432 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] toilet : 0.8837 0.9191 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] sink : 0.6209 0.7101 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] bathtub : 0.8481 0.8939 +[2025-02-27 15:55:33,066 INFO hook.py line 232 276539] otherfurniture : 0.4591 0.6256 +[2025-02-27 15:55:33,066 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:55:33,066 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6168/0.7036/0.8562. +[2025-02-27 15:55:33,066 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:55:33,086 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 15:55:33,087 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:55:59,411 INFO hook.py line 109 276539] Train: [17/100][50/300] Data 0.005 (0.009) Batch 0.273 (0.380) Remain 02:39:24 loss: 0.7132 Lr: 5.79779e-03 +[2025-02-27 15:56:17,592 INFO hook.py line 109 276539] Train: [17/100][100/300] Data 0.006 (0.008) Batch 0.328 (0.372) Remain 02:35:26 loss: 0.4724 Lr: 5.79178e-03 +[2025-02-27 15:56:35,735 INFO hook.py line 109 276539] Train: [17/100][150/300] Data 0.012 (0.008) Batch 0.397 (0.369) Remain 02:33:54 loss: 0.5760 Lr: 5.78568e-03 +[2025-02-27 15:56:53,016 INFO hook.py line 109 276539] Train: [17/100][200/300] Data 0.003 (0.008) Batch 0.321 (0.363) Remain 02:31:10 loss: 0.7540 Lr: 5.77950e-03 +[2025-02-27 15:57:08,736 INFO hook.py line 109 276539] Train: [17/100][250/300] Data 0.003 (0.007) Batch 0.339 (0.353) Remain 02:26:48 loss: 0.7646 Lr: 5.77324e-03 +[2025-02-27 15:57:21,505 INFO hook.py line 109 276539] Train: [17/100][300/300] Data 0.005 (0.007) Batch 0.206 (0.337) Remain 02:19:41 loss: 0.6716 Lr: 5.76689e-03 +[2025-02-27 15:57:21,506 INFO misc.py line 135 276539] Train result: loss: 0.8075 +[2025-02-27 15:57:21,598 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:57:42,176 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2514 +[2025-02-27 15:57:42,224 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9811 +[2025-02-27 15:57:42,270 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4440 +[2025-02-27 15:57:42,464 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4050 +[2025-02-27 15:57:42,517 INFO hook.py line 289 276539] Test: [5/78] Loss 0.9477 +[2025-02-27 15:57:42,577 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4937 +[2025-02-27 15:57:42,629 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7598 +[2025-02-27 15:57:42,656 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2980 +[2025-02-27 15:57:42,698 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1236 +[2025-02-27 15:57:42,732 INFO hook.py line 289 276539] Test: [10/78] Loss 1.6367 +[2025-02-27 15:57:42,779 INFO hook.py line 289 276539] Test: [11/78] Loss 1.0043 +[2025-02-27 15:57:42,812 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8025 +[2025-02-27 15:57:42,857 INFO hook.py line 289 276539] Test: [13/78] Loss 1.6154 +[2025-02-27 15:57:42,895 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0771 +[2025-02-27 15:57:42,931 INFO hook.py line 289 276539] Test: [15/78] Loss 2.6207 +[2025-02-27 15:57:42,979 INFO hook.py line 289 276539] Test: [16/78] Loss 0.8113 +[2025-02-27 15:57:43,017 INFO hook.py line 289 276539] Test: [17/78] Loss 1.1226 +[2025-02-27 15:57:43,051 INFO hook.py line 289 276539] Test: [18/78] Loss 1.9088 +[2025-02-27 15:57:43,089 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3456 +[2025-02-27 15:57:43,119 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0112 +[2025-02-27 15:57:43,151 INFO hook.py line 289 276539] Test: [21/78] Loss 0.4449 +[2025-02-27 15:57:43,188 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4055 +[2025-02-27 15:57:43,223 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7479 +[2025-02-27 15:57:43,264 INFO hook.py line 289 276539] Test: [24/78] Loss 1.1563 +[2025-02-27 15:57:43,301 INFO hook.py line 289 276539] Test: [25/78] Loss 1.3546 +[2025-02-27 15:57:43,338 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7854 +[2025-02-27 15:57:43,388 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3668 +[2025-02-27 15:57:43,424 INFO hook.py line 289 276539] Test: [28/78] Loss 1.4585 +[2025-02-27 15:57:43,454 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4689 +[2025-02-27 15:57:43,508 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4718 +[2025-02-27 15:57:43,561 INFO hook.py line 289 276539] Test: [31/78] Loss 0.9374 +[2025-02-27 15:57:43,595 INFO hook.py line 289 276539] Test: [32/78] Loss 2.7864 +[2025-02-27 15:57:43,644 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3380 +[2025-02-27 15:57:43,686 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0759 +[2025-02-27 15:57:43,721 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4955 +[2025-02-27 15:57:43,758 INFO hook.py line 289 276539] Test: [36/78] Loss 1.2464 +[2025-02-27 15:57:43,798 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5977 +[2025-02-27 15:57:43,825 INFO hook.py line 289 276539] Test: [38/78] Loss 0.5267 +[2025-02-27 15:57:43,883 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7056 +[2025-02-27 15:57:43,928 INFO hook.py line 289 276539] Test: [40/78] Loss 1.8871 +[2025-02-27 15:57:43,967 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1474 +[2025-02-27 15:57:43,992 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2416 +[2025-02-27 15:57:44,024 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3608 +[2025-02-27 15:57:44,076 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6669 +[2025-02-27 15:57:44,107 INFO hook.py line 289 276539] Test: [45/78] Loss 0.7063 +[2025-02-27 15:57:44,153 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6235 +[2025-02-27 15:57:44,188 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9428 +[2025-02-27 15:57:44,217 INFO hook.py line 289 276539] Test: [48/78] Loss 1.5339 +[2025-02-27 15:57:44,245 INFO hook.py line 289 276539] Test: [49/78] Loss 2.2229 +[2025-02-27 15:57:44,274 INFO hook.py line 289 276539] Test: [50/78] Loss 1.7116 +[2025-02-27 15:57:44,300 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8100 +[2025-02-27 15:57:44,330 INFO hook.py line 289 276539] Test: [52/78] Loss 1.6053 +[2025-02-27 15:57:44,351 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4776 +[2025-02-27 15:57:44,382 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7119 +[2025-02-27 15:57:44,415 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2437 +[2025-02-27 15:57:44,452 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3344 +[2025-02-27 15:57:44,480 INFO hook.py line 289 276539] Test: [57/78] Loss 1.3214 +[2025-02-27 15:57:44,502 INFO hook.py line 289 276539] Test: [58/78] Loss 1.1194 +[2025-02-27 15:57:44,537 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9782 +[2025-02-27 15:57:44,566 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7712 +[2025-02-27 15:57:44,587 INFO hook.py line 289 276539] Test: [61/78] Loss 2.2012 +[2025-02-27 15:57:44,617 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6612 +[2025-02-27 15:57:44,649 INFO hook.py line 289 276539] Test: [63/78] Loss 1.5630 +[2025-02-27 15:57:44,701 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7989 +[2025-02-27 15:57:44,725 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2561 +[2025-02-27 15:57:44,761 INFO hook.py line 289 276539] Test: [66/78] Loss 1.1173 +[2025-02-27 15:57:44,796 INFO hook.py line 289 276539] Test: [67/78] Loss 1.2418 +[2025-02-27 15:57:44,824 INFO hook.py line 289 276539] Test: [68/78] Loss 1.4684 +[2025-02-27 15:57:44,850 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3891 +[2025-02-27 15:57:44,901 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2034 +[2025-02-27 15:57:44,940 INFO hook.py line 289 276539] Test: [71/78] Loss 2.0862 +[2025-02-27 15:57:44,988 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4684 +[2025-02-27 15:57:45,033 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3623 +[2025-02-27 15:57:45,070 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4576 +[2025-02-27 15:57:45,115 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5717 +[2025-02-27 15:57:45,140 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6828 +[2025-02-27 15:57:45,192 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6763 +[2025-02-27 15:57:45,215 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6179 +[2025-02-27 15:57:47,286 INFO hook.py line 217 276539] ######################################## +[2025-02-27 15:57:47,287 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 15:57:47,287 INFO hook.py line 223 276539] ######################################## +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] wall : 0.7675 0.9087 +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] floor : 0.9320 0.9516 +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] cabinet : 0.3592 0.5197 +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] bed : 0.5602 0.5809 +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] chair : 0.8108 0.8672 +[2025-02-27 15:57:47,287 INFO hook.py line 232 276539] sofa : 0.6893 0.8465 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] table : 0.4536 0.7560 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] door : 0.4548 0.5931 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] window : 0.4417 0.5767 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] bookshelf : 0.2646 0.2665 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] picture : 0.2310 0.2944 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] counter : 0.4097 0.6895 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] desk : 0.2837 0.4433 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] curtain : 0.5116 0.6487 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] refridgerator : 0.3213 0.3663 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] shower curtain : 0.5111 0.6995 +[2025-02-27 15:57:47,288 INFO hook.py line 232 276539] toilet : 0.8031 0.8205 +[2025-02-27 15:57:47,289 INFO hook.py line 232 276539] sink : 0.3624 0.7759 +[2025-02-27 15:57:47,289 INFO hook.py line 232 276539] bathtub : 0.8345 0.8895 +[2025-02-27 15:57:47,289 INFO hook.py line 232 276539] otherfurniture : 0.3700 0.5917 +[2025-02-27 15:57:47,289 INFO hook.py line 233 276539] ######################################## +[2025-02-27 15:57:47,289 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.5186/0.6543/0.8065. +[2025-02-27 15:57:47,290 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 15:57:47,311 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 15:57:47,312 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 15:58:07,923 INFO hook.py line 109 276539] Train: [18/100][50/300] Data 0.010 (0.005) Batch 0.421 (0.291) Remain 02:00:28 loss: 0.7572 Lr: 5.76046e-03 +[2025-02-27 15:58:25,847 INFO hook.py line 109 276539] Train: [18/100][100/300] Data 0.008 (0.006) Batch 0.393 (0.326) Remain 02:14:38 loss: 0.8109 Lr: 5.75394e-03 +[2025-02-27 15:58:43,331 INFO hook.py line 109 276539] Train: [18/100][150/300] Data 0.011 (0.007) Batch 0.384 (0.334) Remain 02:17:43 loss: 0.8789 Lr: 5.74735e-03 +[2025-02-27 15:59:01,172 INFO hook.py line 109 276539] Train: [18/100][200/300] Data 0.005 (0.007) Batch 0.387 (0.340) Remain 02:19:50 loss: 1.1884 Lr: 5.74066e-03 +[2025-02-27 15:59:19,211 INFO hook.py line 109 276539] Train: [18/100][250/300] Data 0.008 (0.007) Batch 0.363 (0.344) Remain 02:21:18 loss: 0.8401 Lr: 5.73390e-03 +[2025-02-27 15:59:33,007 INFO hook.py line 109 276539] Train: [18/100][300/300] Data 0.002 (0.007) Batch 0.199 (0.333) Remain 02:16:20 loss: 0.9250 Lr: 5.72705e-03 +[2025-02-27 15:59:33,008 INFO misc.py line 135 276539] Train result: loss: 0.7974 +[2025-02-27 15:59:33,111 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 15:59:54,876 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2512 +[2025-02-27 15:59:54,927 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7127 +[2025-02-27 15:59:54,997 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3296 +[2025-02-27 15:59:55,058 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5475 +[2025-02-27 15:59:55,110 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6178 +[2025-02-27 15:59:55,186 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4285 +[2025-02-27 15:59:55,250 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6291 +[2025-02-27 15:59:55,298 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4124 +[2025-02-27 15:59:55,362 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0610 +[2025-02-27 15:59:55,411 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8529 +[2025-02-27 15:59:55,466 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4598 +[2025-02-27 15:59:55,511 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9185 +[2025-02-27 15:59:55,948 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3552 +[2025-02-27 15:59:55,993 INFO hook.py line 289 276539] Test: [14/78] Loss 1.4777 +[2025-02-27 15:59:56,045 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6000 +[2025-02-27 15:59:56,090 INFO hook.py line 289 276539] Test: [16/78] Loss 0.8567 +[2025-02-27 15:59:56,134 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7659 +[2025-02-27 15:59:56,189 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7536 +[2025-02-27 15:59:56,234 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9499 +[2025-02-27 15:59:56,279 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8533 +[2025-02-27 15:59:56,326 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3921 +[2025-02-27 15:59:56,373 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4165 +[2025-02-27 15:59:56,405 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7961 +[2025-02-27 15:59:56,450 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6251 +[2025-02-27 15:59:56,500 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1193 +[2025-02-27 15:59:56,557 INFO hook.py line 289 276539] Test: [26/78] Loss 0.8532 +[2025-02-27 15:59:56,608 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2240 +[2025-02-27 15:59:56,652 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5215 +[2025-02-27 15:59:56,687 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3743 +[2025-02-27 15:59:56,741 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5134 +[2025-02-27 15:59:56,798 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5640 +[2025-02-27 15:59:56,844 INFO hook.py line 289 276539] Test: [32/78] Loss 0.8513 +[2025-02-27 15:59:56,907 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2825 +[2025-02-27 15:59:56,960 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9603 +[2025-02-27 15:59:57,002 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3272 +[2025-02-27 15:59:57,051 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8250 +[2025-02-27 15:59:57,104 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5667 +[2025-02-27 15:59:57,143 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3897 +[2025-02-27 15:59:57,218 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4008 +[2025-02-27 15:59:57,264 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7734 +[2025-02-27 15:59:57,321 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0446 +[2025-02-27 15:59:57,351 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1925 +[2025-02-27 15:59:57,390 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3309 +[2025-02-27 15:59:57,447 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6490 +[2025-02-27 15:59:57,490 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6327 +[2025-02-27 15:59:57,534 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5230 +[2025-02-27 15:59:57,570 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7530 +[2025-02-27 15:59:57,603 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5343 +[2025-02-27 15:59:57,635 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1590 +[2025-02-27 15:59:57,667 INFO hook.py line 289 276539] Test: [50/78] Loss 1.4732 +[2025-02-27 15:59:57,695 INFO hook.py line 289 276539] Test: [51/78] Loss 1.1479 +[2025-02-27 15:59:57,731 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9380 +[2025-02-27 15:59:57,758 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2870 +[2025-02-27 15:59:57,796 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5542 +[2025-02-27 15:59:57,831 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1197 +[2025-02-27 15:59:57,870 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2884 +[2025-02-27 15:59:57,901 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8302 +[2025-02-27 15:59:57,929 INFO hook.py line 289 276539] Test: [58/78] Loss 0.9113 +[2025-02-27 15:59:57,968 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8935 +[2025-02-27 15:59:58,002 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0029 +[2025-02-27 15:59:58,029 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8204 +[2025-02-27 15:59:58,063 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7348 +[2025-02-27 15:59:58,098 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8836 +[2025-02-27 15:59:58,152 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2934 +[2025-02-27 15:59:58,182 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3654 +[2025-02-27 15:59:58,221 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5129 +[2025-02-27 15:59:58,259 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5347 +[2025-02-27 15:59:58,293 INFO hook.py line 289 276539] Test: [68/78] Loss 1.4041 +[2025-02-27 15:59:58,326 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3727 +[2025-02-27 15:59:58,379 INFO hook.py line 289 276539] Test: [70/78] Loss 0.6119 +[2025-02-27 15:59:58,427 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0851 +[2025-02-27 15:59:58,485 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4033 +[2025-02-27 15:59:58,533 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4758 +[2025-02-27 15:59:58,573 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4892 +[2025-02-27 15:59:58,623 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5373 +[2025-02-27 15:59:58,651 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7031 +[2025-02-27 15:59:58,707 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5314 +[2025-02-27 15:59:58,737 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6952 +[2025-02-27 16:00:00,892 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:00:00,892 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:00:00,892 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] wall : 0.7896 0.8933 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] floor : 0.9438 0.9888 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] cabinet : 0.5266 0.5958 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] bed : 0.7077 0.7954 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] chair : 0.8622 0.9062 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] sofa : 0.6816 0.9362 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] table : 0.6524 0.7485 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] door : 0.5099 0.6910 +[2025-02-27 16:00:00,892 INFO hook.py line 232 276539] window : 0.4882 0.6775 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] bookshelf : 0.7464 0.8792 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] picture : 0.2523 0.4220 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] counter : 0.4997 0.8396 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] desk : 0.5501 0.7084 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] curtain : 0.5473 0.5937 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] refridgerator : 0.3818 0.5686 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] shower curtain : 0.5331 0.6174 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] toilet : 0.8833 0.9563 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] sink : 0.5967 0.7265 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] bathtub : 0.8115 0.9356 +[2025-02-27 16:00:00,893 INFO hook.py line 232 276539] otherfurniture : 0.4601 0.5737 +[2025-02-27 16:00:00,893 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:00:00,893 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6212/0.7527/0.8569. +[2025-02-27 16:00:00,894 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:00:00,910 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 16:00:00,910 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:00:26,608 INFO hook.py line 109 276539] Train: [19/100][50/300] Data 0.005 (0.008) Batch 0.318 (0.377) Remain 02:34:03 loss: 0.6650 Lr: 5.72011e-03 +[2025-02-27 16:00:44,342 INFO hook.py line 109 276539] Train: [19/100][100/300] Data 0.005 (0.007) Batch 0.349 (0.365) Remain 02:29:08 loss: 0.6578 Lr: 5.71310e-03 +[2025-02-27 16:01:02,055 INFO hook.py line 109 276539] Train: [19/100][150/300] Data 0.004 (0.008) Batch 0.310 (0.361) Remain 02:27:18 loss: 0.8468 Lr: 5.70600e-03 +[2025-02-27 16:01:19,730 INFO hook.py line 109 276539] Train: [19/100][200/300] Data 0.004 (0.008) Batch 0.357 (0.359) Remain 02:26:11 loss: 0.6397 Lr: 5.69882e-03 +[2025-02-27 16:01:38,712 INFO hook.py line 109 276539] Train: [19/100][250/300] Data 0.007 (0.008) Batch 0.383 (0.364) Remain 02:27:32 loss: 0.5548 Lr: 5.69156e-03 +[2025-02-27 16:01:50,975 INFO hook.py line 109 276539] Train: [19/100][300/300] Data 0.002 (0.007) Batch 0.182 (0.344) Remain 02:19:10 loss: 0.7761 Lr: 5.68422e-03 +[2025-02-27 16:01:50,975 INFO misc.py line 135 276539] Train result: loss: 0.7724 +[2025-02-27 16:01:51,059 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:02:12,613 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1747 +[2025-02-27 16:02:12,869 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6975 +[2025-02-27 16:02:12,916 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5732 +[2025-02-27 16:02:12,972 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6641 +[2025-02-27 16:02:13,017 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6777 +[2025-02-27 16:02:13,088 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3296 +[2025-02-27 16:02:13,141 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5058 +[2025-02-27 16:02:13,170 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3188 +[2025-02-27 16:02:13,220 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1828 +[2025-02-27 16:02:13,265 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9549 +[2025-02-27 16:02:13,319 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6077 +[2025-02-27 16:02:13,365 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7822 +[2025-02-27 16:02:13,410 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1568 +[2025-02-27 16:02:13,449 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9582 +[2025-02-27 16:02:13,492 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6243 +[2025-02-27 16:02:13,540 INFO hook.py line 289 276539] Test: [16/78] Loss 0.8342 +[2025-02-27 16:02:13,580 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7862 +[2025-02-27 16:02:13,614 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6857 +[2025-02-27 16:02:13,657 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0324 +[2025-02-27 16:02:13,692 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1194 +[2025-02-27 16:02:13,729 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2995 +[2025-02-27 16:02:13,768 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3385 +[2025-02-27 16:02:13,803 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9186 +[2025-02-27 16:02:13,844 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7004 +[2025-02-27 16:02:13,888 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1426 +[2025-02-27 16:02:13,927 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6021 +[2025-02-27 16:02:13,979 INFO hook.py line 289 276539] Test: [27/78] Loss 1.6599 +[2025-02-27 16:02:14,019 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7129 +[2025-02-27 16:02:14,049 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3434 +[2025-02-27 16:02:14,103 INFO hook.py line 289 276539] Test: [30/78] Loss 0.9923 +[2025-02-27 16:02:14,158 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5442 +[2025-02-27 16:02:14,198 INFO hook.py line 289 276539] Test: [32/78] Loss 0.9070 +[2025-02-27 16:02:14,250 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1936 +[2025-02-27 16:02:14,286 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0852 +[2025-02-27 16:02:14,331 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4009 +[2025-02-27 16:02:14,375 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9987 +[2025-02-27 16:02:14,415 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8544 +[2025-02-27 16:02:14,452 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3523 +[2025-02-27 16:02:14,510 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1192 +[2025-02-27 16:02:14,564 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7582 +[2025-02-27 16:02:14,606 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9284 +[2025-02-27 16:02:14,634 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2427 +[2025-02-27 16:02:14,678 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2125 +[2025-02-27 16:02:14,749 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6470 +[2025-02-27 16:02:14,787 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5256 +[2025-02-27 16:02:14,831 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5998 +[2025-02-27 16:02:14,870 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1831 +[2025-02-27 16:02:14,902 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7265 +[2025-02-27 16:02:14,935 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9993 +[2025-02-27 16:02:14,968 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0820 +[2025-02-27 16:02:14,996 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7974 +[2025-02-27 16:02:15,028 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0288 +[2025-02-27 16:02:15,053 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2876 +[2025-02-27 16:02:15,086 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8923 +[2025-02-27 16:02:15,120 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2350 +[2025-02-27 16:02:15,160 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3954 +[2025-02-27 16:02:15,191 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7608 +[2025-02-27 16:02:15,220 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7778 +[2025-02-27 16:02:15,256 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7417 +[2025-02-27 16:02:15,287 INFO hook.py line 289 276539] Test: [60/78] Loss 1.1756 +[2025-02-27 16:02:15,310 INFO hook.py line 289 276539] Test: [61/78] Loss 1.1207 +[2025-02-27 16:02:15,342 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6709 +[2025-02-27 16:02:15,380 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0934 +[2025-02-27 16:02:15,433 INFO hook.py line 289 276539] Test: [64/78] Loss 1.8917 +[2025-02-27 16:02:15,459 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7646 +[2025-02-27 16:02:15,498 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4854 +[2025-02-27 16:02:15,534 INFO hook.py line 289 276539] Test: [67/78] Loss 1.1320 +[2025-02-27 16:02:15,565 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0972 +[2025-02-27 16:02:15,594 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3734 +[2025-02-27 16:02:15,647 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7940 +[2025-02-27 16:02:15,689 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1630 +[2025-02-27 16:02:15,739 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3616 +[2025-02-27 16:02:15,790 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5876 +[2025-02-27 16:02:15,828 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8755 +[2025-02-27 16:02:15,874 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5978 +[2025-02-27 16:02:15,903 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8575 +[2025-02-27 16:02:15,956 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4869 +[2025-02-27 16:02:15,983 INFO hook.py line 289 276539] Test: [78/78] Loss 0.8593 +[2025-02-27 16:02:18,021 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:02:18,025 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:02:18,025 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] wall : 0.7954 0.8832 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] floor : 0.9557 0.9839 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] cabinet : 0.4451 0.7953 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] bed : 0.7292 0.8562 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] chair : 0.8298 0.8595 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] sofa : 0.6873 0.9152 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] table : 0.6516 0.7290 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] door : 0.5248 0.6031 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] window : 0.5000 0.6374 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] bookshelf : 0.7045 0.8036 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] picture : 0.2413 0.4687 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] counter : 0.5637 0.8110 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] desk : 0.5328 0.8336 +[2025-02-27 16:02:18,025 INFO hook.py line 232 276539] curtain : 0.6267 0.7174 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] refridgerator : 0.4630 0.5060 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] shower curtain : 0.5217 0.6158 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] toilet : 0.8569 0.9522 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] sink : 0.5963 0.6382 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] bathtub : 0.8709 0.9078 +[2025-02-27 16:02:18,026 INFO hook.py line 232 276539] otherfurniture : 0.4511 0.5771 +[2025-02-27 16:02:18,026 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:02:18,026 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6274/0.7547/0.8534. +[2025-02-27 16:02:18,027 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:02:18,046 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 16:02:18,046 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:02:40,825 INFO hook.py line 109 276539] Train: [20/100][50/300] Data 0.004 (0.010) Batch 0.277 (0.295) Remain 01:59:02 loss: 0.9048 Lr: 5.67680e-03 +[2025-02-27 16:02:54,489 INFO hook.py line 109 276539] Train: [20/100][100/300] Data 0.004 (0.007) Batch 0.268 (0.284) Remain 01:54:22 loss: 0.8433 Lr: 5.66929e-03 +[2025-02-27 16:03:09,270 INFO hook.py line 109 276539] Train: [20/100][150/300] Data 0.013 (0.007) Batch 0.328 (0.288) Remain 01:55:46 loss: 0.7778 Lr: 5.66170e-03 +[2025-02-27 16:03:27,538 INFO hook.py line 109 276539] Train: [20/100][200/300] Data 0.012 (0.007) Batch 0.391 (0.307) Remain 02:03:27 loss: 0.5669 Lr: 5.65403e-03 +[2025-02-27 16:03:45,425 INFO hook.py line 109 276539] Train: [20/100][250/300] Data 0.006 (0.007) Batch 0.264 (0.318) Remain 02:07:17 loss: 0.6819 Lr: 5.64629e-03 +[2025-02-27 16:03:59,223 INFO hook.py line 109 276539] Train: [20/100][300/300] Data 0.002 (0.007) Batch 0.190 (0.311) Remain 02:04:13 loss: 0.6610 Lr: 5.63846e-03 +[2025-02-27 16:03:59,224 INFO misc.py line 135 276539] Train result: loss: 0.7738 +[2025-02-27 16:03:59,309 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:04:22,026 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1908 +[2025-02-27 16:04:22,250 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8112 +[2025-02-27 16:04:22,310 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4631 +[2025-02-27 16:04:22,376 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5390 +[2025-02-27 16:04:22,446 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5619 +[2025-02-27 16:04:22,734 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4083 +[2025-02-27 16:04:22,798 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6790 +[2025-02-27 16:04:22,842 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2802 +[2025-02-27 16:04:22,901 INFO hook.py line 289 276539] Test: [9/78] Loss 1.2324 +[2025-02-27 16:04:23,088 INFO hook.py line 289 276539] Test: [10/78] Loss 1.1138 +[2025-02-27 16:04:23,135 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7010 +[2025-02-27 16:04:23,188 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8350 +[2025-02-27 16:04:23,244 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1280 +[2025-02-27 16:04:23,302 INFO hook.py line 289 276539] Test: [14/78] Loss 1.6088 +[2025-02-27 16:04:23,343 INFO hook.py line 289 276539] Test: [15/78] Loss 1.7340 +[2025-02-27 16:04:23,404 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1750 +[2025-02-27 16:04:23,451 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5341 +[2025-02-27 16:04:23,506 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9319 +[2025-02-27 16:04:23,553 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9495 +[2025-02-27 16:04:23,607 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8614 +[2025-02-27 16:04:23,662 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3588 +[2025-02-27 16:04:23,711 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2445 +[2025-02-27 16:04:23,757 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7978 +[2025-02-27 16:04:23,814 INFO hook.py line 289 276539] Test: [24/78] Loss 1.0310 +[2025-02-27 16:04:23,863 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9954 +[2025-02-27 16:04:23,927 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5673 +[2025-02-27 16:04:23,981 INFO hook.py line 289 276539] Test: [27/78] Loss 0.8040 +[2025-02-27 16:04:24,019 INFO hook.py line 289 276539] Test: [28/78] Loss 0.8391 +[2025-02-27 16:04:24,066 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3132 +[2025-02-27 16:04:24,122 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6037 +[2025-02-27 16:04:24,177 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4452 +[2025-02-27 16:04:24,243 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7145 +[2025-02-27 16:04:24,298 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1930 +[2025-02-27 16:04:24,347 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0405 +[2025-02-27 16:04:24,409 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5083 +[2025-02-27 16:04:24,460 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0903 +[2025-02-27 16:04:24,506 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5630 +[2025-02-27 16:04:24,548 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3110 +[2025-02-27 16:04:24,619 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5166 +[2025-02-27 16:04:24,687 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7046 +[2025-02-27 16:04:24,745 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9892 +[2025-02-27 16:04:24,786 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2540 +[2025-02-27 16:04:24,833 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2934 +[2025-02-27 16:04:24,910 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6521 +[2025-02-27 16:04:24,958 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5854 +[2025-02-27 16:04:25,021 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8258 +[2025-02-27 16:04:25,069 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8070 +[2025-02-27 16:04:25,107 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6492 +[2025-02-27 16:04:25,139 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8941 +[2025-02-27 16:04:25,171 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2570 +[2025-02-27 16:04:25,200 INFO hook.py line 289 276539] Test: [51/78] Loss 1.2523 +[2025-02-27 16:04:25,240 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9477 +[2025-02-27 16:04:25,271 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4403 +[2025-02-27 16:04:25,304 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5509 +[2025-02-27 16:04:25,344 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1212 +[2025-02-27 16:04:25,390 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2512 +[2025-02-27 16:04:25,421 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0544 +[2025-02-27 16:04:25,447 INFO hook.py line 289 276539] Test: [58/78] Loss 0.8099 +[2025-02-27 16:04:25,485 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9284 +[2025-02-27 16:04:25,518 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0784 +[2025-02-27 16:04:25,542 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9918 +[2025-02-27 16:04:25,574 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4691 +[2025-02-27 16:04:25,609 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0153 +[2025-02-27 16:04:25,663 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6426 +[2025-02-27 16:04:25,691 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1015 +[2025-02-27 16:04:25,732 INFO hook.py line 289 276539] Test: [66/78] Loss 1.0354 +[2025-02-27 16:04:25,773 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4391 +[2025-02-27 16:04:25,824 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1937 +[2025-02-27 16:04:25,859 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3530 +[2025-02-27 16:04:25,914 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1287 +[2025-02-27 16:04:25,957 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9428 +[2025-02-27 16:04:26,007 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4693 +[2025-02-27 16:04:26,057 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4430 +[2025-02-27 16:04:26,099 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4903 +[2025-02-27 16:04:26,147 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5636 +[2025-02-27 16:04:26,177 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7137 +[2025-02-27 16:04:26,233 INFO hook.py line 289 276539] Test: [77/78] Loss 0.7180 +[2025-02-27 16:04:26,261 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5804 +[2025-02-27 16:04:28,891 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:04:28,892 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:04:28,892 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] wall : 0.7959 0.9076 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] floor : 0.9493 0.9659 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] cabinet : 0.4693 0.7613 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] bed : 0.7451 0.8066 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] chair : 0.8715 0.9532 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] sofa : 0.7548 0.7898 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] table : 0.6632 0.7941 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] door : 0.5029 0.5663 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] window : 0.4871 0.6869 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] bookshelf : 0.6696 0.8236 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] picture : 0.2860 0.4065 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] counter : 0.4535 0.6694 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] desk : 0.5502 0.7215 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] curtain : 0.5713 0.7523 +[2025-02-27 16:04:28,892 INFO hook.py line 232 276539] refridgerator : 0.3654 0.3729 +[2025-02-27 16:04:28,893 INFO hook.py line 232 276539] shower curtain : 0.5048 0.6873 +[2025-02-27 16:04:28,893 INFO hook.py line 232 276539] toilet : 0.8428 0.9720 +[2025-02-27 16:04:28,893 INFO hook.py line 232 276539] sink : 0.5485 0.7739 +[2025-02-27 16:04:28,893 INFO hook.py line 232 276539] bathtub : 0.8261 0.9156 +[2025-02-27 16:04:28,893 INFO hook.py line 232 276539] otherfurniture : 0.4700 0.5457 +[2025-02-27 16:04:28,893 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:04:28,893 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6164/0.7436/0.8572. +[2025-02-27 16:04:28,894 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:04:28,906 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 16:04:28,906 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:04:54,843 INFO hook.py line 109 276539] Train: [21/100][50/300] Data 0.008 (0.009) Batch 0.391 (0.370) Remain 02:27:49 loss: 0.4803 Lr: 5.63055e-03 +[2025-02-27 16:05:12,992 INFO hook.py line 109 276539] Train: [21/100][100/300] Data 0.003 (0.008) Batch 0.323 (0.367) Remain 02:26:00 loss: 0.7154 Lr: 5.62256e-03 +[2025-02-27 16:05:30,570 INFO hook.py line 109 276539] Train: [21/100][150/300] Data 0.007 (0.008) Batch 0.418 (0.361) Remain 02:23:40 loss: 0.8661 Lr: 5.61449e-03 +[2025-02-27 16:05:48,775 INFO hook.py line 109 276539] Train: [21/100][200/300] Data 0.014 (0.008) Batch 0.408 (0.362) Remain 02:23:38 loss: 0.9556 Lr: 5.60634e-03 +[2025-02-27 16:06:06,841 INFO hook.py line 109 276539] Train: [21/100][250/300] Data 0.008 (0.008) Batch 0.420 (0.362) Remain 02:23:16 loss: 0.7578 Lr: 5.59812e-03 +[2025-02-27 16:06:20,780 INFO hook.py line 109 276539] Train: [21/100][300/300] Data 0.002 (0.007) Batch 0.197 (0.348) Remain 02:17:26 loss: 0.5755 Lr: 5.58981e-03 +[2025-02-27 16:06:20,782 INFO misc.py line 135 276539] Train result: loss: 0.7524 +[2025-02-27 16:06:20,860 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:06:38,678 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2087 +[2025-02-27 16:06:40,124 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7058 +[2025-02-27 16:06:40,914 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3342 +[2025-02-27 16:06:40,961 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5409 +[2025-02-27 16:06:41,009 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3618 +[2025-02-27 16:06:41,069 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5069 +[2025-02-27 16:06:41,119 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5930 +[2025-02-27 16:06:41,646 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2360 +[2025-02-27 16:06:41,686 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0631 +[2025-02-27 16:06:41,727 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8928 +[2025-02-27 16:06:41,785 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5025 +[2025-02-27 16:06:41,826 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0789 +[2025-02-27 16:06:41,879 INFO hook.py line 289 276539] Test: [13/78] Loss 2.3333 +[2025-02-27 16:06:41,923 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1700 +[2025-02-27 16:06:41,963 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4782 +[2025-02-27 16:06:42,015 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1866 +[2025-02-27 16:06:42,061 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5505 +[2025-02-27 16:06:42,103 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6854 +[2025-02-27 16:06:42,153 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1214 +[2025-02-27 16:06:42,196 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8408 +[2025-02-27 16:06:42,241 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2910 +[2025-02-27 16:06:42,283 INFO hook.py line 289 276539] Test: [22/78] Loss 1.0796 +[2025-02-27 16:06:42,322 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8370 +[2025-02-27 16:06:42,372 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6630 +[2025-02-27 16:06:42,412 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6890 +[2025-02-27 16:06:42,456 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5767 +[2025-02-27 16:06:42,513 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0203 +[2025-02-27 16:06:42,556 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5002 +[2025-02-27 16:06:42,594 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2722 +[2025-02-27 16:06:42,647 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7915 +[2025-02-27 16:06:42,707 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4437 +[2025-02-27 16:06:42,750 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5674 +[2025-02-27 16:06:42,807 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3910 +[2025-02-27 16:06:42,851 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0044 +[2025-02-27 16:06:42,887 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3695 +[2025-02-27 16:06:42,931 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9957 +[2025-02-27 16:06:42,977 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7463 +[2025-02-27 16:06:43,013 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3094 +[2025-02-27 16:06:43,081 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5208 +[2025-02-27 16:06:43,136 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7043 +[2025-02-27 16:06:43,185 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9932 +[2025-02-27 16:06:43,219 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2389 +[2025-02-27 16:06:43,254 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2329 +[2025-02-27 16:06:43,318 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6319 +[2025-02-27 16:06:43,356 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6227 +[2025-02-27 16:06:43,406 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6701 +[2025-02-27 16:06:43,449 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9887 +[2025-02-27 16:06:43,487 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6499 +[2025-02-27 16:06:43,521 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8036 +[2025-02-27 16:06:43,552 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0773 +[2025-02-27 16:06:43,589 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9454 +[2025-02-27 16:06:43,628 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0046 +[2025-02-27 16:06:43,662 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4398 +[2025-02-27 16:06:43,699 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1544 +[2025-02-27 16:06:43,735 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0779 +[2025-02-27 16:06:43,772 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2573 +[2025-02-27 16:06:43,808 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7739 +[2025-02-27 16:06:43,841 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4957 +[2025-02-27 16:06:43,885 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9637 +[2025-02-27 16:06:43,926 INFO hook.py line 289 276539] Test: [60/78] Loss 1.0779 +[2025-02-27 16:06:43,960 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6938 +[2025-02-27 16:06:43,999 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6593 +[2025-02-27 16:06:44,034 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1573 +[2025-02-27 16:06:44,087 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4325 +[2025-02-27 16:06:44,119 INFO hook.py line 289 276539] Test: [65/78] Loss 1.4805 +[2025-02-27 16:06:44,159 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6890 +[2025-02-27 16:06:44,196 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7225 +[2025-02-27 16:06:44,234 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9591 +[2025-02-27 16:06:44,264 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3072 +[2025-02-27 16:06:44,318 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2270 +[2025-02-27 16:06:44,358 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8595 +[2025-02-27 16:06:44,408 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4068 +[2025-02-27 16:06:44,455 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5476 +[2025-02-27 16:06:44,506 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8590 +[2025-02-27 16:06:44,559 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4270 +[2025-02-27 16:06:44,587 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8366 +[2025-02-27 16:06:44,640 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4103 +[2025-02-27 16:06:44,668 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5867 +[2025-02-27 16:06:46,458 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:06:46,458 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:06:46,458 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:06:46,458 INFO hook.py line 232 276539] wall : 0.8021 0.9347 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] floor : 0.9586 0.9829 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] cabinet : 0.4916 0.5508 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] bed : 0.7683 0.8534 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] chair : 0.8693 0.9163 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] sofa : 0.7393 0.7612 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] table : 0.5978 0.8083 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] door : 0.5530 0.6917 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] window : 0.5028 0.6596 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] bookshelf : 0.7441 0.8425 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] picture : 0.2908 0.3937 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] counter : 0.5726 0.8091 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] desk : 0.5349 0.7472 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] curtain : 0.5807 0.6312 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] refridgerator : 0.4507 0.5296 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] shower curtain : 0.5128 0.6097 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] toilet : 0.8779 0.9203 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] sink : 0.5738 0.6168 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] bathtub : 0.8557 0.8995 +[2025-02-27 16:06:46,459 INFO hook.py line 232 276539] otherfurniture : 0.4202 0.5356 +[2025-02-27 16:06:46,459 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:06:46,459 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6348/0.7347/0.8637. +[2025-02-27 16:06:46,460 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:06:46,474 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 16:06:46,475 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:07:09,699 INFO hook.py line 109 276539] Train: [22/100][50/300] Data 0.010 (0.005) Batch 0.385 (0.331) Remain 02:10:20 loss: 0.4248 Lr: 5.58143e-03 +[2025-02-27 16:07:24,785 INFO hook.py line 109 276539] Train: [22/100][100/300] Data 0.010 (0.005) Batch 0.346 (0.316) Remain 02:04:11 loss: 0.7941 Lr: 5.57296e-03 +[2025-02-27 16:07:40,635 INFO hook.py line 109 276539] Train: [22/100][150/300] Data 0.005 (0.005) Batch 0.292 (0.316) Remain 02:04:05 loss: 1.0605 Lr: 5.56442e-03 +[2025-02-27 16:07:54,251 INFO hook.py line 109 276539] Train: [22/100][200/300] Data 0.004 (0.005) Batch 0.277 (0.305) Remain 01:59:28 loss: 0.4776 Lr: 5.55580e-03 +[2025-02-27 16:08:07,666 INFO hook.py line 109 276539] Train: [22/100][250/300] Data 0.003 (0.005) Batch 0.264 (0.298) Remain 01:56:18 loss: 0.7293 Lr: 5.54711e-03 +[2025-02-27 16:08:20,850 INFO hook.py line 109 276539] Train: [22/100][300/300] Data 0.002 (0.005) Batch 0.211 (0.292) Remain 01:53:50 loss: 0.5741 Lr: 5.53833e-03 +[2025-02-27 16:08:20,851 INFO misc.py line 135 276539] Train result: loss: 0.7720 +[2025-02-27 16:08:20,938 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:08:40,122 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2644 +[2025-02-27 16:08:40,524 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8159 +[2025-02-27 16:08:42,116 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4650 +[2025-02-27 16:08:42,178 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5332 +[2025-02-27 16:08:42,223 INFO hook.py line 289 276539] Test: [5/78] Loss 0.7124 +[2025-02-27 16:08:42,273 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5583 +[2025-02-27 16:08:42,326 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7379 +[2025-02-27 16:08:42,365 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4548 +[2025-02-27 16:08:42,406 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1098 +[2025-02-27 16:08:42,450 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6816 +[2025-02-27 16:08:42,605 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5474 +[2025-02-27 16:08:42,653 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9210 +[2025-02-27 16:08:42,699 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2435 +[2025-02-27 16:08:42,740 INFO hook.py line 289 276539] Test: [14/78] Loss 2.4521 +[2025-02-27 16:08:42,784 INFO hook.py line 289 276539] Test: [15/78] Loss 1.8034 +[2025-02-27 16:08:42,841 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1550 +[2025-02-27 16:08:42,878 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9544 +[2025-02-27 16:08:42,915 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9922 +[2025-02-27 16:08:42,959 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3793 +[2025-02-27 16:08:43,004 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8366 +[2025-02-27 16:08:43,047 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3718 +[2025-02-27 16:08:43,090 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4326 +[2025-02-27 16:08:43,118 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9959 +[2025-02-27 16:08:43,165 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8116 +[2025-02-27 16:08:43,217 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0399 +[2025-02-27 16:08:43,278 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7735 +[2025-02-27 16:08:43,328 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4099 +[2025-02-27 16:08:43,388 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6448 +[2025-02-27 16:08:43,427 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3292 +[2025-02-27 16:08:43,479 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5855 +[2025-02-27 16:08:43,537 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3863 +[2025-02-27 16:08:43,582 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6477 +[2025-02-27 16:08:43,636 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3492 +[2025-02-27 16:08:43,690 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1590 +[2025-02-27 16:08:43,727 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3114 +[2025-02-27 16:08:43,776 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8078 +[2025-02-27 16:08:43,829 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6060 +[2025-02-27 16:08:43,874 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3307 +[2025-02-27 16:08:43,947 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2511 +[2025-02-27 16:08:43,993 INFO hook.py line 289 276539] Test: [40/78] Loss 1.8567 +[2025-02-27 16:08:44,034 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9632 +[2025-02-27 16:08:44,081 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1699 +[2025-02-27 16:08:44,130 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2494 +[2025-02-27 16:08:44,184 INFO hook.py line 289 276539] Test: [44/78] Loss 0.8000 +[2025-02-27 16:08:44,226 INFO hook.py line 289 276539] Test: [45/78] Loss 0.8168 +[2025-02-27 16:08:44,285 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6333 +[2025-02-27 16:08:44,322 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1812 +[2025-02-27 16:08:44,354 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7567 +[2025-02-27 16:08:44,386 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0205 +[2025-02-27 16:08:44,419 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9261 +[2025-02-27 16:08:44,452 INFO hook.py line 289 276539] Test: [51/78] Loss 2.3281 +[2025-02-27 16:08:44,485 INFO hook.py line 289 276539] Test: [52/78] Loss 1.2813 +[2025-02-27 16:08:44,511 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3485 +[2025-02-27 16:08:44,547 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8818 +[2025-02-27 16:08:44,582 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0595 +[2025-02-27 16:08:44,621 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2261 +[2025-02-27 16:08:44,653 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7011 +[2025-02-27 16:08:44,681 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6949 +[2025-02-27 16:08:44,719 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7852 +[2025-02-27 16:08:44,750 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9519 +[2025-02-27 16:08:44,774 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8275 +[2025-02-27 16:08:44,807 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7651 +[2025-02-27 16:08:44,843 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3118 +[2025-02-27 16:08:44,897 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6140 +[2025-02-27 16:08:44,924 INFO hook.py line 289 276539] Test: [65/78] Loss 2.5295 +[2025-02-27 16:08:44,964 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6486 +[2025-02-27 16:08:45,002 INFO hook.py line 289 276539] Test: [67/78] Loss 1.0312 +[2025-02-27 16:08:45,034 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7677 +[2025-02-27 16:08:45,063 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3572 +[2025-02-27 16:08:45,119 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9444 +[2025-02-27 16:08:45,160 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9634 +[2025-02-27 16:08:45,210 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4044 +[2025-02-27 16:08:45,259 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5681 +[2025-02-27 16:08:45,299 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4437 +[2025-02-27 16:08:45,346 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6513 +[2025-02-27 16:08:45,377 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5740 +[2025-02-27 16:08:45,432 INFO hook.py line 289 276539] Test: [77/78] Loss 0.9540 +[2025-02-27 16:08:45,461 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6968 +[2025-02-27 16:08:47,077 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:08:47,078 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:08:47,078 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] wall : 0.7752 0.8649 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] floor : 0.9495 0.9821 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] cabinet : 0.5021 0.5943 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] bed : 0.7051 0.7431 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] chair : 0.8759 0.9175 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] sofa : 0.7480 0.9007 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] table : 0.6576 0.7405 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] door : 0.5423 0.6782 +[2025-02-27 16:08:47,078 INFO hook.py line 232 276539] window : 0.4444 0.7301 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] bookshelf : 0.7447 0.8110 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] picture : 0.2162 0.2519 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] counter : 0.4887 0.8064 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] desk : 0.5595 0.7797 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] curtain : 0.2681 0.2699 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] refridgerator : 0.4893 0.5183 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] shower curtain : 0.4595 0.4845 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] toilet : 0.8656 0.9393 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] sink : 0.6152 0.7085 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] bathtub : 0.8015 0.8613 +[2025-02-27 16:08:47,079 INFO hook.py line 232 276539] otherfurniture : 0.3645 0.7169 +[2025-02-27 16:08:47,079 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:08:47,079 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6036/0.7150/0.8438. +[2025-02-27 16:08:47,080 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:08:47,088 INFO misc.py line 164 276539] Currently Best mIoU: 0.6442 +[2025-02-27 16:08:47,089 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:09:13,507 INFO hook.py line 109 276539] Train: [23/100][50/300] Data 0.011 (0.017) Batch 0.319 (0.384) Remain 02:29:36 loss: 0.4890 Lr: 5.52948e-03 +[2025-02-27 16:09:31,453 INFO hook.py line 109 276539] Train: [23/100][100/300] Data 0.004 (0.012) Batch 0.304 (0.371) Remain 02:24:12 loss: 0.8696 Lr: 5.52055e-03 +[2025-02-27 16:09:49,756 INFO hook.py line 109 276539] Train: [23/100][150/300] Data 0.006 (0.011) Batch 0.289 (0.370) Remain 02:23:12 loss: 0.5917 Lr: 5.51155e-03 +[2025-02-27 16:10:07,993 INFO hook.py line 109 276539] Train: [23/100][200/300] Data 0.005 (0.010) Batch 0.326 (0.368) Remain 02:22:25 loss: 0.8729 Lr: 5.50247e-03 +[2025-02-27 16:10:25,788 INFO hook.py line 109 276539] Train: [23/100][250/300] Data 0.004 (0.009) Batch 0.412 (0.366) Remain 02:21:08 loss: 0.8946 Lr: 5.49331e-03 +[2025-02-27 16:10:39,727 INFO hook.py line 109 276539] Train: [23/100][300/300] Data 0.002 (0.009) Batch 0.201 (0.351) Remain 02:15:12 loss: 0.9185 Lr: 5.48408e-03 +[2025-02-27 16:10:39,728 INFO misc.py line 135 276539] Train result: loss: 0.7365 +[2025-02-27 16:10:39,832 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:10:59,507 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2364 +[2025-02-27 16:11:00,176 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7211 +[2025-02-27 16:11:00,233 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4226 +[2025-02-27 16:11:00,292 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5744 +[2025-02-27 16:11:00,688 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4380 +[2025-02-27 16:11:00,739 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3459 +[2025-02-27 16:11:00,788 INFO hook.py line 289 276539] Test: [7/78] Loss 0.8189 +[2025-02-27 16:11:00,831 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3548 +[2025-02-27 16:11:00,885 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9206 +[2025-02-27 16:11:00,938 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7201 +[2025-02-27 16:11:00,990 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5400 +[2025-02-27 16:11:01,039 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9999 +[2025-02-27 16:11:01,084 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3670 +[2025-02-27 16:11:01,134 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7085 +[2025-02-27 16:11:01,180 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2672 +[2025-02-27 16:11:01,240 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3643 +[2025-02-27 16:11:01,288 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8753 +[2025-02-27 16:11:01,330 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7337 +[2025-02-27 16:11:01,376 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1521 +[2025-02-27 16:11:01,420 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9130 +[2025-02-27 16:11:01,456 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2869 +[2025-02-27 16:11:01,495 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4411 +[2025-02-27 16:11:01,522 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8761 +[2025-02-27 16:11:01,569 INFO hook.py line 289 276539] Test: [24/78] Loss 1.0116 +[2025-02-27 16:11:01,610 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6055 +[2025-02-27 16:11:01,655 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7016 +[2025-02-27 16:11:01,704 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1090 +[2025-02-27 16:11:01,753 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5967 +[2025-02-27 16:11:01,793 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2878 +[2025-02-27 16:11:01,846 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6399 +[2025-02-27 16:11:01,911 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4745 +[2025-02-27 16:11:01,958 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5698 +[2025-02-27 16:11:02,019 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2447 +[2025-02-27 16:11:02,066 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1409 +[2025-02-27 16:11:02,107 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2578 +[2025-02-27 16:11:02,149 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9771 +[2025-02-27 16:11:02,196 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6868 +[2025-02-27 16:11:02,235 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2909 +[2025-02-27 16:11:02,296 INFO hook.py line 289 276539] Test: [39/78] Loss 0.7049 +[2025-02-27 16:11:02,362 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2985 +[2025-02-27 16:11:02,418 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9522 +[2025-02-27 16:11:02,463 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3840 +[2025-02-27 16:11:02,506 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2908 +[2025-02-27 16:11:02,574 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5185 +[2025-02-27 16:11:02,612 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4662 +[2025-02-27 16:11:02,668 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6607 +[2025-02-27 16:11:02,706 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4747 +[2025-02-27 16:11:02,737 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6409 +[2025-02-27 16:11:02,772 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1176 +[2025-02-27 16:11:02,812 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0161 +[2025-02-27 16:11:02,842 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5399 +[2025-02-27 16:11:02,876 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0522 +[2025-02-27 16:11:02,901 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2939 +[2025-02-27 16:11:02,935 INFO hook.py line 289 276539] Test: [54/78] Loss 1.1001 +[2025-02-27 16:11:02,973 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2876 +[2025-02-27 16:11:03,012 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3242 +[2025-02-27 16:11:03,045 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8434 +[2025-02-27 16:11:03,081 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7505 +[2025-02-27 16:11:03,130 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8452 +[2025-02-27 16:11:03,162 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7433 +[2025-02-27 16:11:03,186 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9094 +[2025-02-27 16:11:03,219 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6183 +[2025-02-27 16:11:03,257 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2845 +[2025-02-27 16:11:03,310 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7810 +[2025-02-27 16:11:03,336 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0320 +[2025-02-27 16:11:03,376 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6322 +[2025-02-27 16:11:03,418 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4973 +[2025-02-27 16:11:03,456 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9859 +[2025-02-27 16:11:03,486 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3863 +[2025-02-27 16:11:03,542 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9928 +[2025-02-27 16:11:03,588 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1238 +[2025-02-27 16:11:03,639 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3594 +[2025-02-27 16:11:03,688 INFO hook.py line 289 276539] Test: [73/78] Loss 0.6314 +[2025-02-27 16:11:03,727 INFO hook.py line 289 276539] Test: [74/78] Loss 0.9815 +[2025-02-27 16:11:03,776 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5992 +[2025-02-27 16:11:03,805 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6916 +[2025-02-27 16:11:03,859 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5497 +[2025-02-27 16:11:03,886 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5803 +[2025-02-27 16:11:05,471 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:11:05,472 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:11:05,472 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] wall : 0.8067 0.8842 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] floor : 0.9592 0.9784 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] cabinet : 0.4815 0.6541 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] bed : 0.7709 0.8477 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] chair : 0.8589 0.9278 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] sofa : 0.7456 0.9123 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] table : 0.6662 0.8047 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] door : 0.5847 0.7312 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] window : 0.5234 0.6585 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] bookshelf : 0.7614 0.8187 +[2025-02-27 16:11:05,472 INFO hook.py line 232 276539] picture : 0.2957 0.4365 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] counter : 0.5839 0.6811 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] desk : 0.5401 0.6210 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] curtain : 0.6138 0.8038 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] refridgerator : 0.4583 0.5318 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] shower curtain : 0.6217 0.7728 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] toilet : 0.8801 0.9747 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] sink : 0.5999 0.7362 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] bathtub : 0.6763 0.9183 +[2025-02-27 16:11:05,473 INFO hook.py line 232 276539] otherfurniture : 0.4606 0.7347 +[2025-02-27 16:11:05,473 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:11:05,473 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6445/0.7714/0.8662. +[2025-02-27 16:11:05,474 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:11:05,491 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6445 +[2025-02-27 16:11:05,492 INFO misc.py line 164 276539] Currently Best mIoU: 0.6445 +[2025-02-27 16:11:05,492 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:11:31,348 INFO hook.py line 109 276539] Train: [24/100][50/300] Data 0.011 (0.007) Batch 0.411 (0.354) Remain 02:16:03 loss: 0.8960 Lr: 5.47477e-03 +[2025-02-27 16:11:47,025 INFO hook.py line 109 276539] Train: [24/100][100/300] Data 0.004 (0.006) Batch 0.277 (0.333) Remain 02:07:45 loss: 0.4790 Lr: 5.46539e-03 +[2025-02-27 16:12:02,301 INFO hook.py line 109 276539] Train: [24/100][150/300] Data 0.006 (0.006) Batch 0.340 (0.324) Remain 02:03:52 loss: 0.8332 Lr: 5.45593e-03 +[2025-02-27 16:12:18,380 INFO hook.py line 109 276539] Train: [24/100][200/300] Data 0.002 (0.006) Batch 0.278 (0.323) Remain 02:03:22 loss: 0.6911 Lr: 5.44640e-03 +[2025-02-27 16:12:33,741 INFO hook.py line 109 276539] Train: [24/100][250/300] Data 0.007 (0.006) Batch 0.284 (0.320) Remain 02:01:52 loss: 0.8928 Lr: 5.43679e-03 +[2025-02-27 16:12:45,850 INFO hook.py line 109 276539] Train: [24/100][300/300] Data 0.001 (0.005) Batch 0.194 (0.307) Remain 01:56:37 loss: 0.6445 Lr: 5.42711e-03 +[2025-02-27 16:12:45,851 INFO misc.py line 135 276539] Train result: loss: 0.7425 +[2025-02-27 16:12:45,950 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:12:59,345 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1646 +[2025-02-27 16:13:00,240 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9849 +[2025-02-27 16:13:00,285 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3116 +[2025-02-27 16:13:01,340 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4742 +[2025-02-27 16:13:01,393 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5732 +[2025-02-27 16:13:01,734 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6408 +[2025-02-27 16:13:01,795 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5780 +[2025-02-27 16:13:01,836 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5781 +[2025-02-27 16:13:01,891 INFO hook.py line 289 276539] Test: [9/78] Loss 1.3075 +[2025-02-27 16:13:01,933 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7366 +[2025-02-27 16:13:01,992 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5506 +[2025-02-27 16:13:02,040 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0258 +[2025-02-27 16:13:02,102 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5153 +[2025-02-27 16:13:02,153 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0725 +[2025-02-27 16:13:02,198 INFO hook.py line 289 276539] Test: [15/78] Loss 1.8926 +[2025-02-27 16:13:02,250 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2348 +[2025-02-27 16:13:02,299 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7258 +[2025-02-27 16:13:02,345 INFO hook.py line 289 276539] Test: [18/78] Loss 1.2334 +[2025-02-27 16:13:02,399 INFO hook.py line 289 276539] Test: [19/78] Loss 1.4092 +[2025-02-27 16:13:02,443 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9418 +[2025-02-27 16:13:02,488 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3364 +[2025-02-27 16:13:02,538 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3149 +[2025-02-27 16:13:02,583 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8957 +[2025-02-27 16:13:02,629 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6613 +[2025-02-27 16:13:02,678 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9692 +[2025-02-27 16:13:02,746 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5661 +[2025-02-27 16:13:02,795 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0299 +[2025-02-27 16:13:02,842 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4741 +[2025-02-27 16:13:02,883 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2797 +[2025-02-27 16:13:02,949 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4991 +[2025-02-27 16:13:03,010 INFO hook.py line 289 276539] Test: [31/78] Loss 0.6191 +[2025-02-27 16:13:03,045 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4776 +[2025-02-27 16:13:03,107 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1859 +[2025-02-27 16:13:03,148 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1839 +[2025-02-27 16:13:03,189 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3780 +[2025-02-27 16:13:03,234 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8003 +[2025-02-27 16:13:03,271 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5440 +[2025-02-27 16:13:03,305 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2593 +[2025-02-27 16:13:03,365 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6541 +[2025-02-27 16:13:03,418 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5658 +[2025-02-27 16:13:03,466 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9723 +[2025-02-27 16:13:03,503 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2557 +[2025-02-27 16:13:03,552 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2091 +[2025-02-27 16:13:03,615 INFO hook.py line 289 276539] Test: [44/78] Loss 0.8072 +[2025-02-27 16:13:03,659 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4986 +[2025-02-27 16:13:03,724 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8857 +[2025-02-27 16:13:03,777 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9974 +[2025-02-27 16:13:03,822 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7414 +[2025-02-27 16:13:03,858 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8697 +[2025-02-27 16:13:03,895 INFO hook.py line 289 276539] Test: [50/78] Loss 0.7411 +[2025-02-27 16:13:03,933 INFO hook.py line 289 276539] Test: [51/78] Loss 1.7682 +[2025-02-27 16:13:03,981 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9333 +[2025-02-27 16:13:04,016 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3840 +[2025-02-27 16:13:04,054 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0329 +[2025-02-27 16:13:04,089 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0820 +[2025-02-27 16:13:04,129 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2065 +[2025-02-27 16:13:04,161 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4982 +[2025-02-27 16:13:04,187 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7511 +[2025-02-27 16:13:04,224 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7436 +[2025-02-27 16:13:04,257 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9131 +[2025-02-27 16:13:04,285 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6244 +[2025-02-27 16:13:04,317 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4478 +[2025-02-27 16:13:04,353 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1552 +[2025-02-27 16:13:04,406 INFO hook.py line 289 276539] Test: [64/78] Loss 1.7429 +[2025-02-27 16:13:04,434 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2817 +[2025-02-27 16:13:04,474 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4640 +[2025-02-27 16:13:04,512 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4537 +[2025-02-27 16:13:04,547 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6519 +[2025-02-27 16:13:04,577 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2342 +[2025-02-27 16:13:04,631 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9578 +[2025-02-27 16:13:04,673 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9436 +[2025-02-27 16:13:04,724 INFO hook.py line 289 276539] Test: [72/78] Loss 0.7632 +[2025-02-27 16:13:04,772 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4572 +[2025-02-27 16:13:04,813 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7877 +[2025-02-27 16:13:04,862 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5477 +[2025-02-27 16:13:04,890 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5988 +[2025-02-27 16:13:04,945 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4362 +[2025-02-27 16:13:04,974 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6467 +[2025-02-27 16:13:06,488 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:13:06,488 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:13:06,489 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] wall : 0.7899 0.9088 +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] floor : 0.9586 0.9820 +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] cabinet : 0.5185 0.6410 +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] bed : 0.7419 0.8060 +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] chair : 0.8847 0.9450 +[2025-02-27 16:13:06,489 INFO hook.py line 232 276539] sofa : 0.7941 0.8266 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] table : 0.6174 0.6584 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] door : 0.5342 0.6365 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] window : 0.4635 0.7790 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] bookshelf : 0.7062 0.8971 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] picture : 0.2325 0.3339 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] counter : 0.6070 0.7806 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] desk : 0.5093 0.8880 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] curtain : 0.5674 0.6152 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] refridgerator : 0.4937 0.5857 +[2025-02-27 16:13:06,490 INFO hook.py line 232 276539] shower curtain : 0.6164 0.7820 +[2025-02-27 16:13:06,491 INFO hook.py line 232 276539] toilet : 0.8613 0.9397 +[2025-02-27 16:13:06,491 INFO hook.py line 232 276539] sink : 0.6020 0.7262 +[2025-02-27 16:13:06,491 INFO hook.py line 232 276539] bathtub : 0.8638 0.9191 +[2025-02-27 16:13:06,491 INFO hook.py line 232 276539] otherfurniture : 0.4658 0.5209 +[2025-02-27 16:13:06,491 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:13:06,491 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6414/0.7586/0.8613. +[2025-02-27 16:13:06,492 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:13:06,510 INFO misc.py line 164 276539] Currently Best mIoU: 0.6445 +[2025-02-27 16:13:06,510 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:13:32,643 INFO hook.py line 109 276539] Train: [25/100][50/300] Data 0.008 (0.006) Batch 0.412 (0.347) Remain 02:11:36 loss: 0.7717 Lr: 5.41735e-03 +[2025-02-27 16:13:51,072 INFO hook.py line 109 276539] Train: [25/100][100/300] Data 0.007 (0.007) Batch 0.385 (0.358) Remain 02:15:30 loss: 0.8016 Lr: 5.40753e-03 +[2025-02-27 16:14:09,040 INFO hook.py line 109 276539] Train: [25/100][150/300] Data 0.005 (0.007) Batch 0.372 (0.359) Remain 02:15:21 loss: 0.8975 Lr: 5.39762e-03 +[2025-02-27 16:14:27,667 INFO hook.py line 109 276539] Train: [25/100][200/300] Data 0.003 (0.007) Batch 0.318 (0.362) Remain 02:16:24 loss: 0.5327 Lr: 5.38765e-03 +[2025-02-27 16:14:45,494 INFO hook.py line 109 276539] Train: [25/100][250/300] Data 0.007 (0.007) Batch 0.342 (0.361) Remain 02:15:39 loss: 0.5046 Lr: 5.37760e-03 +[2025-02-27 16:14:59,091 INFO hook.py line 109 276539] Train: [25/100][300/300] Data 0.003 (0.007) Batch 0.201 (0.346) Remain 02:09:45 loss: 0.6412 Lr: 5.36748e-03 +[2025-02-27 16:14:59,092 INFO misc.py line 135 276539] Train result: loss: 0.7201 +[2025-02-27 16:14:59,179 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:15:18,228 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1835 +[2025-02-27 16:15:19,034 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6918 +[2025-02-27 16:15:19,423 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5332 +[2025-02-27 16:15:19,986 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6068 +[2025-02-27 16:15:20,045 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5012 +[2025-02-27 16:15:20,099 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4782 +[2025-02-27 16:15:20,162 INFO hook.py line 289 276539] Test: [7/78] Loss 0.7215 +[2025-02-27 16:15:20,204 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3321 +[2025-02-27 16:15:20,251 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0924 +[2025-02-27 16:15:20,300 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7530 +[2025-02-27 16:15:20,357 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6986 +[2025-02-27 16:15:20,402 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9727 +[2025-02-27 16:15:20,460 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3365 +[2025-02-27 16:15:20,501 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8137 +[2025-02-27 16:15:20,538 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6380 +[2025-02-27 16:15:20,614 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3541 +[2025-02-27 16:15:20,671 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8367 +[2025-02-27 16:15:20,715 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9322 +[2025-02-27 16:15:20,763 INFO hook.py line 289 276539] Test: [19/78] Loss 1.4043 +[2025-02-27 16:15:20,800 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9008 +[2025-02-27 16:15:20,847 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3560 +[2025-02-27 16:15:20,889 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3546 +[2025-02-27 16:15:20,918 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9357 +[2025-02-27 16:15:20,969 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7123 +[2025-02-27 16:15:21,020 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8612 +[2025-02-27 16:15:21,065 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5127 +[2025-02-27 16:15:21,121 INFO hook.py line 289 276539] Test: [27/78] Loss 1.6505 +[2025-02-27 16:15:21,165 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5736 +[2025-02-27 16:15:21,210 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3087 +[2025-02-27 16:15:21,274 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5069 +[2025-02-27 16:15:21,333 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5456 +[2025-02-27 16:15:21,368 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5233 +[2025-02-27 16:15:21,431 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1539 +[2025-02-27 16:15:21,473 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0304 +[2025-02-27 16:15:21,519 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2672 +[2025-02-27 16:15:21,574 INFO hook.py line 289 276539] Test: [36/78] Loss 1.1100 +[2025-02-27 16:15:21,617 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6498 +[2025-02-27 16:15:21,657 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2811 +[2025-02-27 16:15:21,717 INFO hook.py line 289 276539] Test: [39/78] Loss 1.8408 +[2025-02-27 16:15:21,760 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5359 +[2025-02-27 16:15:21,807 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8311 +[2025-02-27 16:15:21,854 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2130 +[2025-02-27 16:15:21,908 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2280 +[2025-02-27 16:15:21,961 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6341 +[2025-02-27 16:15:22,022 INFO hook.py line 289 276539] Test: [45/78] Loss 0.8316 +[2025-02-27 16:15:22,077 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7634 +[2025-02-27 16:15:22,121 INFO hook.py line 289 276539] Test: [47/78] Loss 1.6188 +[2025-02-27 16:15:22,160 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6359 +[2025-02-27 16:15:22,194 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0546 +[2025-02-27 16:15:22,229 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0299 +[2025-02-27 16:15:22,259 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6098 +[2025-02-27 16:15:22,296 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0383 +[2025-02-27 16:15:22,323 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2403 +[2025-02-27 16:15:22,357 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8288 +[2025-02-27 16:15:22,392 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0749 +[2025-02-27 16:15:22,432 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2258 +[2025-02-27 16:15:22,466 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9272 +[2025-02-27 16:15:22,494 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7715 +[2025-02-27 16:15:22,532 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8687 +[2025-02-27 16:15:22,563 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9800 +[2025-02-27 16:15:22,589 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8577 +[2025-02-27 16:15:22,623 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5221 +[2025-02-27 16:15:22,659 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3916 +[2025-02-27 16:15:22,715 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6161 +[2025-02-27 16:15:22,748 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1850 +[2025-02-27 16:15:22,788 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5418 +[2025-02-27 16:15:22,827 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4131 +[2025-02-27 16:15:22,861 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0226 +[2025-02-27 16:15:22,890 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2993 +[2025-02-27 16:15:22,947 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0335 +[2025-02-27 16:15:22,989 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0564 +[2025-02-27 16:15:23,042 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4377 +[2025-02-27 16:15:23,090 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4092 +[2025-02-27 16:15:23,131 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5332 +[2025-02-27 16:15:23,181 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3614 +[2025-02-27 16:15:23,209 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7888 +[2025-02-27 16:15:23,264 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5525 +[2025-02-27 16:15:23,294 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5092 +[2025-02-27 16:15:25,178 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:15:25,179 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:15:25,180 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:15:25,181 INFO hook.py line 232 276539] wall : 0.8062 0.9371 +[2025-02-27 16:15:25,181 INFO hook.py line 232 276539] floor : 0.9520 0.9821 +[2025-02-27 16:15:25,181 INFO hook.py line 232 276539] cabinet : 0.5182 0.6110 +[2025-02-27 16:15:25,182 INFO hook.py line 232 276539] bed : 0.7156 0.7342 +[2025-02-27 16:15:25,183 INFO hook.py line 232 276539] chair : 0.8665 0.9144 +[2025-02-27 16:15:25,184 INFO hook.py line 232 276539] sofa : 0.7647 0.8253 +[2025-02-27 16:15:25,184 INFO hook.py line 232 276539] table : 0.6340 0.8627 +[2025-02-27 16:15:25,185 INFO hook.py line 232 276539] door : 0.5261 0.5832 +[2025-02-27 16:15:25,185 INFO hook.py line 232 276539] window : 0.5064 0.6564 +[2025-02-27 16:15:25,185 INFO hook.py line 232 276539] bookshelf : 0.7468 0.8584 +[2025-02-27 16:15:25,186 INFO hook.py line 232 276539] picture : 0.2330 0.3141 +[2025-02-27 16:15:25,186 INFO hook.py line 232 276539] counter : 0.5894 0.8060 +[2025-02-27 16:15:25,186 INFO hook.py line 232 276539] desk : 0.5299 0.6632 +[2025-02-27 16:15:25,187 INFO hook.py line 232 276539] curtain : 0.6276 0.7575 +[2025-02-27 16:15:25,187 INFO hook.py line 232 276539] refridgerator : 0.4840 0.6775 +[2025-02-27 16:15:25,187 INFO hook.py line 232 276539] shower curtain : 0.5527 0.6966 +[2025-02-27 16:15:25,187 INFO hook.py line 232 276539] toilet : 0.8953 0.9741 +[2025-02-27 16:15:25,188 INFO hook.py line 232 276539] sink : 0.6129 0.6938 +[2025-02-27 16:15:25,188 INFO hook.py line 232 276539] bathtub : 0.7991 0.9127 +[2025-02-27 16:15:25,188 INFO hook.py line 232 276539] otherfurniture : 0.4575 0.5802 +[2025-02-27 16:15:25,189 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:15:25,189 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6409/0.7520/0.8664. +[2025-02-27 16:15:25,190 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:15:25,205 INFO misc.py line 164 276539] Currently Best mIoU: 0.6445 +[2025-02-27 16:15:25,209 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:15:51,271 INFO hook.py line 109 276539] Train: [26/100][50/300] Data 0.009 (0.007) Batch 0.386 (0.358) Remain 02:14:01 loss: 0.6914 Lr: 5.35729e-03 +[2025-02-27 16:16:09,030 INFO hook.py line 109 276539] Train: [26/100][100/300] Data 0.013 (0.007) Batch 0.370 (0.357) Remain 02:13:08 loss: 0.9037 Lr: 5.34703e-03 +[2025-02-27 16:16:27,261 INFO hook.py line 109 276539] Train: [26/100][150/300] Data 0.013 (0.007) Batch 0.337 (0.359) Remain 02:13:50 loss: 0.7176 Lr: 5.33670e-03 +[2025-02-27 16:16:42,663 INFO hook.py line 109 276539] Train: [26/100][200/300] Data 0.002 (0.007) Batch 0.374 (0.346) Remain 02:08:43 loss: 0.6627 Lr: 5.32629e-03 +[2025-02-27 16:16:58,493 INFO hook.py line 109 276539] Train: [26/100][250/300] Data 0.006 (0.006) Batch 0.274 (0.340) Remain 02:06:12 loss: 0.7420 Lr: 5.31582e-03 +[2025-02-27 16:17:10,694 INFO hook.py line 109 276539] Train: [26/100][300/300] Data 0.002 (0.006) Batch 0.196 (0.324) Remain 01:59:55 loss: 0.6551 Lr: 5.30527e-03 +[2025-02-27 16:17:10,695 INFO misc.py line 135 276539] Train result: loss: 0.7170 +[2025-02-27 16:17:10,784 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:17:29,147 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1681 +[2025-02-27 16:17:29,212 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9564 +[2025-02-27 16:17:29,260 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5718 +[2025-02-27 16:17:29,615 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6475 +[2025-02-27 16:17:29,747 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2552 +[2025-02-27 16:17:29,804 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6631 +[2025-02-27 16:17:29,857 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5424 +[2025-02-27 16:17:29,891 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3712 +[2025-02-27 16:17:29,935 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1887 +[2025-02-27 16:17:30,266 INFO hook.py line 289 276539] Test: [10/78] Loss 1.2080 +[2025-02-27 16:17:30,309 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7822 +[2025-02-27 16:17:30,338 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0134 +[2025-02-27 16:17:30,384 INFO hook.py line 289 276539] Test: [13/78] Loss 2.5931 +[2025-02-27 16:17:30,427 INFO hook.py line 289 276539] Test: [14/78] Loss 2.3395 +[2025-02-27 16:17:30,461 INFO hook.py line 289 276539] Test: [15/78] Loss 2.6148 +[2025-02-27 16:17:30,513 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3749 +[2025-02-27 16:17:30,550 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7927 +[2025-02-27 16:17:30,588 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9247 +[2025-02-27 16:17:30,628 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2891 +[2025-02-27 16:17:30,659 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0363 +[2025-02-27 16:17:30,692 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2661 +[2025-02-27 16:17:30,730 INFO hook.py line 289 276539] Test: [22/78] Loss 1.5757 +[2025-02-27 16:17:30,770 INFO hook.py line 289 276539] Test: [23/78] Loss 1.3257 +[2025-02-27 16:17:30,811 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8472 +[2025-02-27 16:17:30,850 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0201 +[2025-02-27 16:17:30,887 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5898 +[2025-02-27 16:17:30,937 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3929 +[2025-02-27 16:17:30,977 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7105 +[2025-02-27 16:17:31,013 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3291 +[2025-02-27 16:17:31,065 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6629 +[2025-02-27 16:17:31,120 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5866 +[2025-02-27 16:17:31,154 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6339 +[2025-02-27 16:17:31,204 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3688 +[2025-02-27 16:17:31,239 INFO hook.py line 289 276539] Test: [34/78] Loss 1.2769 +[2025-02-27 16:17:31,273 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4360 +[2025-02-27 16:17:31,314 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0159 +[2025-02-27 16:17:31,351 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5253 +[2025-02-27 16:17:31,382 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3123 +[2025-02-27 16:17:31,447 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3561 +[2025-02-27 16:17:31,490 INFO hook.py line 289 276539] Test: [40/78] Loss 1.8244 +[2025-02-27 16:17:31,530 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9545 +[2025-02-27 16:17:31,556 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1032 +[2025-02-27 16:17:31,588 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1846 +[2025-02-27 16:17:31,642 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4363 +[2025-02-27 16:17:31,683 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4595 +[2025-02-27 16:17:31,737 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6540 +[2025-02-27 16:17:31,772 INFO hook.py line 289 276539] Test: [47/78] Loss 2.2253 +[2025-02-27 16:17:31,802 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6792 +[2025-02-27 16:17:31,831 INFO hook.py line 289 276539] Test: [49/78] Loss 1.3446 +[2025-02-27 16:17:31,859 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0361 +[2025-02-27 16:17:31,886 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0054 +[2025-02-27 16:17:31,918 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0272 +[2025-02-27 16:17:31,940 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4586 +[2025-02-27 16:17:31,973 INFO hook.py line 289 276539] Test: [54/78] Loss 2.3202 +[2025-02-27 16:17:32,006 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0553 +[2025-02-27 16:17:32,044 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2409 +[2025-02-27 16:17:32,073 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7150 +[2025-02-27 16:17:32,097 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4721 +[2025-02-27 16:17:32,133 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7578 +[2025-02-27 16:17:32,163 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8433 +[2025-02-27 16:17:32,186 INFO hook.py line 289 276539] Test: [61/78] Loss 1.0168 +[2025-02-27 16:17:32,217 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6739 +[2025-02-27 16:17:32,251 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3230 +[2025-02-27 16:17:32,304 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3502 +[2025-02-27 16:17:32,332 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3211 +[2025-02-27 16:17:32,370 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4615 +[2025-02-27 16:17:32,408 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6162 +[2025-02-27 16:17:32,440 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0817 +[2025-02-27 16:17:32,469 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3642 +[2025-02-27 16:17:32,523 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8559 +[2025-02-27 16:17:32,565 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1738 +[2025-02-27 16:17:32,615 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3950 +[2025-02-27 16:17:32,665 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3864 +[2025-02-27 16:17:32,707 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0626 +[2025-02-27 16:17:32,756 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4217 +[2025-02-27 16:17:32,785 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0662 +[2025-02-27 16:17:32,841 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2496 +[2025-02-27 16:17:32,869 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5428 +[2025-02-27 16:17:34,342 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:17:34,343 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:17:34,343 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] wall : 0.7729 0.9686 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] floor : 0.9584 0.9848 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] cabinet : 0.4909 0.5480 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] bed : 0.7435 0.7676 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] chair : 0.8490 0.8728 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] sofa : 0.7204 0.8844 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] table : 0.6419 0.8280 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] door : 0.5015 0.5552 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] window : 0.4528 0.5321 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] bookshelf : 0.7411 0.7856 +[2025-02-27 16:17:34,343 INFO hook.py line 232 276539] picture : 0.2859 0.3606 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] counter : 0.5554 0.8090 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] desk : 0.5749 0.7886 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] curtain : 0.5464 0.5693 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] refridgerator : 0.4809 0.5176 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] shower curtain : 0.5839 0.7069 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] toilet : 0.8388 0.8622 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] sink : 0.6392 0.7104 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] bathtub : 0.7477 0.8979 +[2025-02-27 16:17:34,344 INFO hook.py line 232 276539] otherfurniture : 0.4182 0.4842 +[2025-02-27 16:17:34,344 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:17:34,344 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6272/0.7217/0.8583. +[2025-02-27 16:17:34,344 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:17:34,355 INFO misc.py line 164 276539] Currently Best mIoU: 0.6445 +[2025-02-27 16:17:34,355 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:17:54,036 INFO hook.py line 109 276539] Train: [27/100][50/300] Data 0.003 (0.004) Batch 0.401 (0.264) Remain 01:37:36 loss: 0.8680 Lr: 5.29466e-03 +[2025-02-27 16:18:12,194 INFO hook.py line 109 276539] Train: [27/100][100/300] Data 0.007 (0.006) Batch 0.367 (0.315) Remain 01:56:08 loss: 0.8458 Lr: 5.28397e-03 +[2025-02-27 16:18:29,995 INFO hook.py line 109 276539] Train: [27/100][150/300] Data 0.004 (0.006) Batch 0.404 (0.329) Remain 02:00:58 loss: 0.5062 Lr: 5.27322e-03 +[2025-02-27 16:18:48,000 INFO hook.py line 109 276539] Train: [27/100][200/300] Data 0.008 (0.007) Batch 0.320 (0.337) Remain 02:03:34 loss: 0.5931 Lr: 5.26239e-03 +[2025-02-27 16:19:06,108 INFO hook.py line 109 276539] Train: [27/100][250/300] Data 0.008 (0.007) Batch 0.262 (0.342) Remain 02:05:09 loss: 0.7197 Lr: 5.25150e-03 +[2025-02-27 16:19:19,571 INFO hook.py line 109 276539] Train: [27/100][300/300] Data 0.002 (0.006) Batch 0.206 (0.330) Remain 02:00:23 loss: 0.8496 Lr: 5.24054e-03 +[2025-02-27 16:19:19,572 INFO misc.py line 135 276539] Train result: loss: 0.7161 +[2025-02-27 16:19:19,663 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:19:40,084 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1842 +[2025-02-27 16:19:40,138 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4584 +[2025-02-27 16:19:40,724 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3524 +[2025-02-27 16:19:40,768 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6133 +[2025-02-27 16:19:40,822 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4423 +[2025-02-27 16:19:40,885 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3951 +[2025-02-27 16:19:40,933 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6428 +[2025-02-27 16:19:40,975 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4096 +[2025-02-27 16:19:41,027 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9646 +[2025-02-27 16:19:41,073 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6580 +[2025-02-27 16:19:41,131 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6286 +[2025-02-27 16:19:41,177 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8126 +[2025-02-27 16:19:41,227 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2974 +[2025-02-27 16:19:41,283 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8145 +[2025-02-27 16:19:41,327 INFO hook.py line 289 276539] Test: [15/78] Loss 1.7655 +[2025-02-27 16:19:41,383 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1626 +[2025-02-27 16:19:41,429 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7390 +[2025-02-27 16:19:41,477 INFO hook.py line 289 276539] Test: [18/78] Loss 1.0357 +[2025-02-27 16:19:41,528 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2802 +[2025-02-27 16:19:41,561 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0926 +[2025-02-27 16:19:41,600 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2658 +[2025-02-27 16:19:41,642 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2616 +[2025-02-27 16:19:41,672 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8173 +[2025-02-27 16:19:41,723 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6764 +[2025-02-27 16:19:41,762 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8699 +[2025-02-27 16:19:41,808 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6520 +[2025-02-27 16:19:41,861 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0785 +[2025-02-27 16:19:41,901 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5801 +[2025-02-27 16:19:41,934 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2709 +[2025-02-27 16:19:41,992 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7675 +[2025-02-27 16:19:42,047 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5423 +[2025-02-27 16:19:42,079 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7462 +[2025-02-27 16:19:42,131 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3678 +[2025-02-27 16:19:42,172 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9357 +[2025-02-27 16:19:42,209 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4214 +[2025-02-27 16:19:42,256 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9940 +[2025-02-27 16:19:42,314 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6669 +[2025-02-27 16:19:42,355 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3664 +[2025-02-27 16:19:42,419 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1127 +[2025-02-27 16:19:42,483 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3773 +[2025-02-27 16:19:42,535 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9589 +[2025-02-27 16:19:42,573 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1771 +[2025-02-27 16:19:42,627 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2057 +[2025-02-27 16:19:42,682 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4700 +[2025-02-27 16:19:42,720 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5147 +[2025-02-27 16:19:42,764 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5256 +[2025-02-27 16:19:42,811 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7257 +[2025-02-27 16:19:42,843 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7747 +[2025-02-27 16:19:42,879 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1042 +[2025-02-27 16:19:42,911 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1885 +[2025-02-27 16:19:42,939 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7811 +[2025-02-27 16:19:42,972 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8350 +[2025-02-27 16:19:43,002 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2207 +[2025-02-27 16:19:43,039 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0422 +[2025-02-27 16:19:43,084 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0828 +[2025-02-27 16:19:43,122 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3558 +[2025-02-27 16:19:43,154 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5597 +[2025-02-27 16:19:43,184 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4749 +[2025-02-27 16:19:43,222 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7498 +[2025-02-27 16:19:43,255 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9047 +[2025-02-27 16:19:43,288 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7929 +[2025-02-27 16:19:43,321 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6175 +[2025-02-27 16:19:43,359 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3192 +[2025-02-27 16:19:43,412 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3554 +[2025-02-27 16:19:43,446 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8432 +[2025-02-27 16:19:43,487 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4400 +[2025-02-27 16:19:43,525 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4749 +[2025-02-27 16:19:43,558 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9950 +[2025-02-27 16:19:43,589 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4009 +[2025-02-27 16:19:43,645 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1051 +[2025-02-27 16:19:43,689 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7994 +[2025-02-27 16:19:43,739 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3943 +[2025-02-27 16:19:43,788 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3621 +[2025-02-27 16:19:43,828 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7044 +[2025-02-27 16:19:43,876 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4969 +[2025-02-27 16:19:43,904 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0002 +[2025-02-27 16:19:43,961 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4359 +[2025-02-27 16:19:43,988 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7816 +[2025-02-27 16:19:45,695 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:19:45,696 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:19:45,696 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] wall : 0.8115 0.9369 +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] floor : 0.9597 0.9825 +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] cabinet : 0.5509 0.7529 +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] bed : 0.7268 0.7576 +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] chair : 0.8773 0.9271 +[2025-02-27 16:19:45,696 INFO hook.py line 232 276539] sofa : 0.7984 0.8893 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] table : 0.6343 0.8096 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] door : 0.5593 0.6797 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] window : 0.4662 0.5306 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] bookshelf : 0.7161 0.7962 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] picture : 0.2833 0.4807 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] counter : 0.6170 0.7852 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] desk : 0.5261 0.7036 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] curtain : 0.6725 0.7709 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] refridgerator : 0.4704 0.5479 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] shower curtain : 0.5146 0.5646 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] toilet : 0.8670 0.9578 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] sink : 0.6367 0.7439 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] bathtub : 0.8408 0.9316 +[2025-02-27 16:19:45,697 INFO hook.py line 232 276539] otherfurniture : 0.4828 0.5683 +[2025-02-27 16:19:45,697 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:19:45,697 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6506/0.7558/0.8713. +[2025-02-27 16:19:45,698 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:19:45,712 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6506 +[2025-02-27 16:19:45,713 INFO misc.py line 164 276539] Currently Best mIoU: 0.6506 +[2025-02-27 16:19:45,713 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:20:11,804 INFO hook.py line 109 276539] Train: [28/100][50/300] Data 0.010 (0.007) Batch 0.297 (0.361) Remain 02:11:24 loss: 0.6149 Lr: 5.22951e-03 +[2025-02-27 16:20:29,929 INFO hook.py line 109 276539] Train: [28/100][100/300] Data 0.005 (0.007) Batch 0.407 (0.362) Remain 02:11:24 loss: 0.9666 Lr: 5.21841e-03 +[2025-02-27 16:20:47,741 INFO hook.py line 109 276539] Train: [28/100][150/300] Data 0.006 (0.006) Batch 0.335 (0.360) Remain 02:10:26 loss: 0.6387 Lr: 5.20725e-03 +[2025-02-27 16:21:05,805 INFO hook.py line 109 276539] Train: [28/100][200/300] Data 0.006 (0.007) Batch 0.313 (0.360) Remain 02:10:16 loss: 0.7214 Lr: 5.19602e-03 +[2025-02-27 16:21:23,384 INFO hook.py line 109 276539] Train: [28/100][250/300] Data 0.004 (0.006) Batch 0.357 (0.358) Remain 02:09:20 loss: 0.9219 Lr: 5.18472e-03 +[2025-02-27 16:21:36,201 INFO hook.py line 109 276539] Train: [28/100][300/300] Data 0.001 (0.006) Batch 0.189 (0.341) Remain 02:02:51 loss: 0.7589 Lr: 5.17359e-03 +[2025-02-27 16:21:36,202 INFO misc.py line 135 276539] Train result: loss: 0.7151 +[2025-02-27 16:21:36,291 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:21:52,878 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2034 +[2025-02-27 16:21:55,318 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7116 +[2025-02-27 16:21:55,363 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4654 +[2025-02-27 16:21:55,410 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6386 +[2025-02-27 16:21:56,351 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6244 +[2025-02-27 16:21:56,421 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3319 +[2025-02-27 16:21:56,470 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6644 +[2025-02-27 16:21:56,502 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5528 +[2025-02-27 16:21:56,547 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0736 +[2025-02-27 16:21:56,581 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7324 +[2025-02-27 16:21:56,624 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6733 +[2025-02-27 16:21:57,174 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0893 +[2025-02-27 16:21:57,224 INFO hook.py line 289 276539] Test: [13/78] Loss 0.7215 +[2025-02-27 16:21:57,261 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9327 +[2025-02-27 16:21:57,295 INFO hook.py line 289 276539] Test: [15/78] Loss 2.1045 +[2025-02-27 16:21:57,338 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1728 +[2025-02-27 16:21:57,384 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9150 +[2025-02-27 16:21:57,415 INFO hook.py line 289 276539] Test: [18/78] Loss 1.4209 +[2025-02-27 16:21:57,458 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1575 +[2025-02-27 16:21:57,489 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1299 +[2025-02-27 16:21:57,526 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3172 +[2025-02-27 16:21:57,565 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3033 +[2025-02-27 16:21:57,608 INFO hook.py line 289 276539] Test: [23/78] Loss 0.9973 +[2025-02-27 16:21:57,655 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7135 +[2025-02-27 16:21:57,700 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7886 +[2025-02-27 16:21:57,750 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6231 +[2025-02-27 16:21:57,799 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3594 +[2025-02-27 16:21:57,836 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7389 +[2025-02-27 16:21:57,863 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2808 +[2025-02-27 16:21:57,913 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6395 +[2025-02-27 16:21:57,967 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5533 +[2025-02-27 16:21:58,001 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5584 +[2025-02-27 16:21:58,054 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2508 +[2025-02-27 16:21:58,093 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0576 +[2025-02-27 16:21:58,130 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3673 +[2025-02-27 16:21:58,178 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9694 +[2025-02-27 16:21:58,214 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6765 +[2025-02-27 16:21:58,250 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3553 +[2025-02-27 16:21:58,316 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6992 +[2025-02-27 16:21:58,363 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5557 +[2025-02-27 16:21:58,403 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9909 +[2025-02-27 16:21:58,441 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2182 +[2025-02-27 16:21:58,480 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2275 +[2025-02-27 16:21:58,536 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7629 +[2025-02-27 16:21:58,567 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5319 +[2025-02-27 16:21:58,610 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7387 +[2025-02-27 16:21:58,651 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5290 +[2025-02-27 16:21:58,686 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6275 +[2025-02-27 16:21:58,716 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9935 +[2025-02-27 16:21:58,747 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2859 +[2025-02-27 16:21:58,773 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8586 +[2025-02-27 16:21:58,804 INFO hook.py line 289 276539] Test: [52/78] Loss 1.1794 +[2025-02-27 16:21:58,831 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2327 +[2025-02-27 16:21:58,864 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0838 +[2025-02-27 16:21:58,899 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0933 +[2025-02-27 16:21:58,939 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2110 +[2025-02-27 16:21:58,970 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8628 +[2025-02-27 16:21:58,994 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6461 +[2025-02-27 16:21:59,030 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7493 +[2025-02-27 16:21:59,060 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8057 +[2025-02-27 16:21:59,084 INFO hook.py line 289 276539] Test: [61/78] Loss 1.2948 +[2025-02-27 16:21:59,115 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5695 +[2025-02-27 16:21:59,149 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1483 +[2025-02-27 16:21:59,202 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4850 +[2025-02-27 16:21:59,227 INFO hook.py line 289 276539] Test: [65/78] Loss 1.6944 +[2025-02-27 16:21:59,265 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7657 +[2025-02-27 16:21:59,301 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5490 +[2025-02-27 16:21:59,334 INFO hook.py line 289 276539] Test: [68/78] Loss 1.4821 +[2025-02-27 16:21:59,363 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3644 +[2025-02-27 16:21:59,415 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7788 +[2025-02-27 16:21:59,456 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9708 +[2025-02-27 16:21:59,506 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5523 +[2025-02-27 16:21:59,555 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3953 +[2025-02-27 16:21:59,594 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9641 +[2025-02-27 16:21:59,640 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5711 +[2025-02-27 16:21:59,668 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8744 +[2025-02-27 16:21:59,721 INFO hook.py line 289 276539] Test: [77/78] Loss 0.7849 +[2025-02-27 16:21:59,747 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5206 +[2025-02-27 16:22:01,261 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:22:01,261 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:22:01,261 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:22:01,261 INFO hook.py line 232 276539] wall : 0.7967 0.8921 +[2025-02-27 16:22:01,261 INFO hook.py line 232 276539] floor : 0.9517 0.9798 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] cabinet : 0.4491 0.7970 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] bed : 0.6936 0.7719 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] chair : 0.8812 0.9484 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] sofa : 0.7659 0.8456 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] table : 0.6437 0.6910 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] door : 0.4948 0.5717 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] window : 0.4620 0.5518 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] bookshelf : 0.6783 0.8107 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] picture : 0.2916 0.4446 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] counter : 0.5514 0.6905 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] desk : 0.5162 0.7904 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] curtain : 0.5644 0.7844 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] refridgerator : 0.4163 0.7280 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] shower curtain : 0.4085 0.8650 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] toilet : 0.8796 0.9562 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] sink : 0.5880 0.8062 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] bathtub : 0.6748 0.9313 +[2025-02-27 16:22:01,262 INFO hook.py line 232 276539] otherfurniture : 0.4795 0.5476 +[2025-02-27 16:22:01,262 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:22:01,262 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6094/0.7702/0.8540. +[2025-02-27 16:22:01,263 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:22:01,280 INFO misc.py line 164 276539] Currently Best mIoU: 0.6506 +[2025-02-27 16:22:01,281 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:22:23,962 INFO hook.py line 109 276539] Train: [29/100][50/300] Data 0.002 (0.004) Batch 0.297 (0.316) Remain 01:53:31 loss: 0.4880 Lr: 5.16216e-03 +[2025-02-27 16:22:37,662 INFO hook.py line 109 276539] Train: [29/100][100/300] Data 0.012 (0.004) Batch 0.336 (0.294) Remain 01:45:29 loss: 0.5682 Lr: 5.15066e-03 +[2025-02-27 16:22:51,290 INFO hook.py line 109 276539] Train: [29/100][150/300] Data 0.004 (0.004) Batch 0.277 (0.287) Remain 01:42:35 loss: 0.6054 Lr: 5.13910e-03 +[2025-02-27 16:23:09,095 INFO hook.py line 109 276539] Train: [29/100][200/300] Data 0.004 (0.004) Batch 0.470 (0.305) Remain 01:48:36 loss: 0.3778 Lr: 5.12748e-03 +[2025-02-27 16:23:27,369 INFO hook.py line 109 276539] Train: [29/100][250/300] Data 0.009 (0.005) Batch 0.349 (0.317) Remain 01:52:44 loss: 0.6809 Lr: 5.11579e-03 +[2025-02-27 16:23:41,102 INFO hook.py line 109 276539] Train: [29/100][300/300] Data 0.002 (0.005) Batch 0.212 (0.310) Remain 01:49:57 loss: 0.7993 Lr: 5.10404e-03 +[2025-02-27 16:23:41,103 INFO misc.py line 135 276539] Train result: loss: 0.6810 +[2025-02-27 16:23:41,197 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:23:59,497 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2462 +[2025-02-27 16:23:59,609 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8408 +[2025-02-27 16:24:00,435 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4919 +[2025-02-27 16:24:00,506 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5511 +[2025-02-27 16:24:02,111 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6414 +[2025-02-27 16:24:02,167 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4064 +[2025-02-27 16:24:02,221 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6957 +[2025-02-27 16:24:02,259 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3867 +[2025-02-27 16:24:02,300 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9216 +[2025-02-27 16:24:02,336 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9140 +[2025-02-27 16:24:02,388 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4238 +[2025-02-27 16:24:02,627 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0259 +[2025-02-27 16:24:02,680 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1243 +[2025-02-27 16:24:02,734 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8566 +[2025-02-27 16:24:02,788 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6792 +[2025-02-27 16:24:02,851 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2208 +[2025-02-27 16:24:02,887 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6388 +[2025-02-27 16:24:02,941 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9983 +[2025-02-27 16:24:02,991 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0337 +[2025-02-27 16:24:03,032 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0122 +[2025-02-27 16:24:03,073 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3098 +[2025-02-27 16:24:03,116 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2144 +[2025-02-27 16:24:03,143 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8502 +[2025-02-27 16:24:03,185 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6828 +[2025-02-27 16:24:03,234 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8964 +[2025-02-27 16:24:03,291 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7058 +[2025-02-27 16:24:03,341 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1292 +[2025-02-27 16:24:03,388 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6840 +[2025-02-27 16:24:03,428 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3614 +[2025-02-27 16:24:03,481 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5691 +[2025-02-27 16:24:03,539 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4908 +[2025-02-27 16:24:03,580 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6875 +[2025-02-27 16:24:03,636 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2340 +[2025-02-27 16:24:03,682 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1524 +[2025-02-27 16:24:03,727 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5113 +[2025-02-27 16:24:03,785 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9558 +[2025-02-27 16:24:03,829 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4210 +[2025-02-27 16:24:03,871 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2844 +[2025-02-27 16:24:03,943 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5763 +[2025-02-27 16:24:03,997 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5739 +[2025-02-27 16:24:04,056 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9980 +[2025-02-27 16:24:04,094 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3573 +[2025-02-27 16:24:04,142 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2854 +[2025-02-27 16:24:04,198 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7651 +[2025-02-27 16:24:04,236 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4984 +[2025-02-27 16:24:04,281 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6409 +[2025-02-27 16:24:04,318 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8577 +[2025-02-27 16:24:04,351 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7130 +[2025-02-27 16:24:04,383 INFO hook.py line 289 276539] Test: [49/78] Loss 1.2794 +[2025-02-27 16:24:04,414 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2470 +[2025-02-27 16:24:04,443 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8451 +[2025-02-27 16:24:04,477 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9497 +[2025-02-27 16:24:04,504 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4277 +[2025-02-27 16:24:04,539 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7415 +[2025-02-27 16:24:04,576 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1985 +[2025-02-27 16:24:04,616 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3687 +[2025-02-27 16:24:04,653 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8540 +[2025-02-27 16:24:04,687 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5846 +[2025-02-27 16:24:04,724 INFO hook.py line 289 276539] Test: [59/78] Loss 1.0224 +[2025-02-27 16:24:04,757 INFO hook.py line 289 276539] Test: [60/78] Loss 1.1081 +[2025-02-27 16:24:04,781 INFO hook.py line 289 276539] Test: [61/78] Loss 1.1381 +[2025-02-27 16:24:04,815 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6361 +[2025-02-27 16:24:04,850 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0227 +[2025-02-27 16:24:04,904 INFO hook.py line 289 276539] Test: [64/78] Loss 2.1989 +[2025-02-27 16:24:04,931 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0869 +[2025-02-27 16:24:04,972 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6603 +[2025-02-27 16:24:05,011 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6012 +[2025-02-27 16:24:05,045 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0611 +[2025-02-27 16:24:05,074 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4743 +[2025-02-27 16:24:05,129 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5626 +[2025-02-27 16:24:05,171 INFO hook.py line 289 276539] Test: [71/78] Loss 1.3792 +[2025-02-27 16:24:05,222 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3540 +[2025-02-27 16:24:05,270 INFO hook.py line 289 276539] Test: [73/78] Loss 0.6218 +[2025-02-27 16:24:05,310 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5564 +[2025-02-27 16:24:05,358 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4167 +[2025-02-27 16:24:05,398 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6755 +[2025-02-27 16:24:05,453 INFO hook.py line 289 276539] Test: [77/78] Loss 0.9172 +[2025-02-27 16:24:05,480 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5974 +[2025-02-27 16:24:06,914 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:24:06,914 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:24:06,914 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] wall : 0.7737 0.8322 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] floor : 0.9449 0.9715 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] cabinet : 0.4581 0.7338 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] bed : 0.7055 0.7805 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] chair : 0.8388 0.9605 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] sofa : 0.7538 0.8459 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] table : 0.6258 0.8543 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] door : 0.5012 0.6580 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] window : 0.5403 0.7871 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] bookshelf : 0.6947 0.7774 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] picture : 0.2868 0.3844 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] counter : 0.6000 0.6894 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] desk : 0.4521 0.5729 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] curtain : 0.6176 0.7257 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] refridgerator : 0.3993 0.6907 +[2025-02-27 16:24:06,914 INFO hook.py line 232 276539] shower curtain : 0.6192 0.8724 +[2025-02-27 16:24:06,915 INFO hook.py line 232 276539] toilet : 0.9113 0.9351 +[2025-02-27 16:24:06,915 INFO hook.py line 232 276539] sink : 0.6136 0.6832 +[2025-02-27 16:24:06,915 INFO hook.py line 232 276539] bathtub : 0.8761 0.9229 +[2025-02-27 16:24:06,915 INFO hook.py line 232 276539] otherfurniture : 0.4473 0.6257 +[2025-02-27 16:24:06,915 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:24:06,915 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6330/0.7652/0.8471. +[2025-02-27 16:24:06,915 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:24:06,931 INFO misc.py line 164 276539] Currently Best mIoU: 0.6506 +[2025-02-27 16:24:06,931 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:24:32,614 INFO hook.py line 109 276539] Train: [30/100][50/300] Data 0.004 (0.006) Batch 0.419 (0.367) Remain 02:09:57 loss: 0.4680 Lr: 5.09222e-03 +[2025-02-27 16:24:50,785 INFO hook.py line 109 276539] Train: [30/100][100/300] Data 0.004 (0.006) Batch 0.335 (0.365) Remain 02:08:59 loss: 0.9215 Lr: 5.08034e-03 +[2025-02-27 16:25:08,768 INFO hook.py line 109 276539] Train: [30/100][150/300] Data 0.003 (0.006) Batch 0.395 (0.363) Remain 02:08:02 loss: 0.8150 Lr: 5.06839e-03 +[2025-02-27 16:25:26,625 INFO hook.py line 109 276539] Train: [30/100][200/300] Data 0.006 (0.006) Batch 0.353 (0.362) Remain 02:07:11 loss: 0.4608 Lr: 5.05663e-03 +[2025-02-27 16:25:44,213 INFO hook.py line 109 276539] Train: [30/100][250/300] Data 0.014 (0.006) Batch 0.340 (0.360) Remain 02:06:11 loss: 0.3346 Lr: 5.04456e-03 +[2025-02-27 16:25:57,813 INFO hook.py line 109 276539] Train: [30/100][300/300] Data 0.002 (0.006) Batch 0.199 (0.345) Remain 02:00:43 loss: 0.6176 Lr: 5.03243e-03 +[2025-02-27 16:25:57,815 INFO misc.py line 135 276539] Train result: loss: 0.6906 +[2025-02-27 16:25:57,909 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:26:18,807 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1681 +[2025-02-27 16:26:18,846 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9049 +[2025-02-27 16:26:18,878 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3246 +[2025-02-27 16:26:18,924 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5660 +[2025-02-27 16:26:18,955 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3423 +[2025-02-27 16:26:19,008 INFO hook.py line 289 276539] Test: [6/78] Loss 1.8022 +[2025-02-27 16:26:19,055 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5675 +[2025-02-27 16:26:19,083 INFO hook.py line 289 276539] Test: [8/78] Loss 0.6200 +[2025-02-27 16:26:19,125 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8083 +[2025-02-27 16:26:19,162 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8571 +[2025-02-27 16:26:19,208 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4962 +[2025-02-27 16:26:19,246 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0561 +[2025-02-27 16:26:19,292 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1675 +[2025-02-27 16:26:19,327 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9671 +[2025-02-27 16:26:19,361 INFO hook.py line 289 276539] Test: [15/78] Loss 1.5469 +[2025-02-27 16:26:19,405 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1373 +[2025-02-27 16:26:19,443 INFO hook.py line 289 276539] Test: [17/78] Loss 0.9105 +[2025-02-27 16:26:19,484 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5460 +[2025-02-27 16:26:19,528 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9732 +[2025-02-27 16:26:19,563 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9945 +[2025-02-27 16:26:19,596 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3065 +[2025-02-27 16:26:19,635 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3664 +[2025-02-27 16:26:19,664 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0085 +[2025-02-27 16:26:19,704 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7753 +[2025-02-27 16:26:19,741 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9622 +[2025-02-27 16:26:19,779 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7165 +[2025-02-27 16:26:19,827 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0212 +[2025-02-27 16:26:19,856 INFO hook.py line 289 276539] Test: [28/78] Loss 0.8414 +[2025-02-27 16:26:19,882 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3263 +[2025-02-27 16:26:19,934 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4460 +[2025-02-27 16:26:19,987 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5917 +[2025-02-27 16:26:20,019 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4407 +[2025-02-27 16:26:20,068 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1872 +[2025-02-27 16:26:20,104 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8699 +[2025-02-27 16:26:20,142 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3162 +[2025-02-27 16:26:20,191 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9686 +[2025-02-27 16:26:20,233 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8455 +[2025-02-27 16:26:20,295 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3408 +[2025-02-27 16:26:20,362 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4797 +[2025-02-27 16:26:20,409 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5144 +[2025-02-27 16:26:20,478 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9267 +[2025-02-27 16:26:20,521 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2218 +[2025-02-27 16:26:20,594 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2007 +[2025-02-27 16:26:20,667 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6461 +[2025-02-27 16:26:20,703 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4089 +[2025-02-27 16:26:20,757 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6049 +[2025-02-27 16:26:20,799 INFO hook.py line 289 276539] Test: [47/78] Loss 1.6630 +[2025-02-27 16:26:20,836 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5397 +[2025-02-27 16:26:20,873 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0434 +[2025-02-27 16:26:20,902 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1039 +[2025-02-27 16:26:20,930 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7148 +[2025-02-27 16:26:20,961 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8184 +[2025-02-27 16:26:20,986 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2308 +[2025-02-27 16:26:21,018 INFO hook.py line 289 276539] Test: [54/78] Loss 1.4357 +[2025-02-27 16:26:21,053 INFO hook.py line 289 276539] Test: [55/78] Loss 0.3163 +[2025-02-27 16:26:21,091 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1811 +[2025-02-27 16:26:21,122 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7475 +[2025-02-27 16:26:21,148 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5078 +[2025-02-27 16:26:21,188 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7914 +[2025-02-27 16:26:21,219 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8491 +[2025-02-27 16:26:21,251 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9644 +[2025-02-27 16:26:21,282 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5456 +[2025-02-27 16:26:21,316 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0421 +[2025-02-27 16:26:21,369 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2599 +[2025-02-27 16:26:21,396 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9365 +[2025-02-27 16:26:21,434 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5785 +[2025-02-27 16:26:21,471 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8510 +[2025-02-27 16:26:21,502 INFO hook.py line 289 276539] Test: [68/78] Loss 1.2096 +[2025-02-27 16:26:21,529 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2540 +[2025-02-27 16:26:21,582 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3788 +[2025-02-27 16:26:21,623 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8133 +[2025-02-27 16:26:21,672 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3298 +[2025-02-27 16:26:21,719 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4950 +[2025-02-27 16:26:21,757 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3520 +[2025-02-27 16:26:21,803 INFO hook.py line 289 276539] Test: [75/78] Loss 0.8093 +[2025-02-27 16:26:21,830 INFO hook.py line 289 276539] Test: [76/78] Loss 1.2503 +[2025-02-27 16:26:21,884 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3707 +[2025-02-27 16:26:21,909 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5950 +[2025-02-27 16:26:23,370 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:26:23,370 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:26:23,370 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] wall : 0.8284 0.9218 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] floor : 0.9396 0.9570 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] cabinet : 0.5821 0.7049 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] bed : 0.5678 0.8738 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] chair : 0.8572 0.9420 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] sofa : 0.7772 0.8089 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] table : 0.6569 0.7296 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] door : 0.5750 0.6894 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] window : 0.5417 0.6776 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] bookshelf : 0.7618 0.8865 +[2025-02-27 16:26:23,370 INFO hook.py line 232 276539] picture : 0.3201 0.4106 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] counter : 0.5652 0.7969 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] desk : 0.5728 0.7625 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] curtain : 0.6001 0.8385 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] refridgerator : 0.5127 0.7044 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] shower curtain : 0.6443 0.7912 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] toilet : 0.9129 0.9238 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] sink : 0.5933 0.7848 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] bathtub : 0.8461 0.9187 +[2025-02-27 16:26:23,371 INFO hook.py line 232 276539] otherfurniture : 0.4618 0.5995 +[2025-02-27 16:26:23,371 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:26:23,371 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6558/0.7861/0.8697. +[2025-02-27 16:26:23,371 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:26:23,388 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6558 +[2025-02-27 16:26:23,389 INFO misc.py line 164 276539] Currently Best mIoU: 0.6558 +[2025-02-27 16:26:23,389 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:26:46,007 INFO hook.py line 109 276539] Train: [31/100][50/300] Data 0.003 (0.005) Batch 0.288 (0.311) Remain 01:48:36 loss: 0.6216 Lr: 5.02024e-03 +[2025-02-27 16:27:02,080 INFO hook.py line 109 276539] Train: [31/100][100/300] Data 0.002 (0.006) Batch 0.303 (0.316) Remain 01:50:12 loss: 0.7378 Lr: 5.00798e-03 +[2025-02-27 16:27:17,319 INFO hook.py line 109 276539] Train: [31/100][150/300] Data 0.005 (0.005) Batch 0.279 (0.312) Remain 01:48:34 loss: 0.7334 Lr: 4.99567e-03 +[2025-02-27 16:27:32,873 INFO hook.py line 109 276539] Train: [31/100][200/300] Data 0.012 (0.005) Batch 0.304 (0.312) Remain 01:48:11 loss: 0.4037 Lr: 4.98329e-03 +[2025-02-27 16:27:46,746 INFO hook.py line 109 276539] Train: [31/100][250/300] Data 0.011 (0.005) Batch 0.402 (0.305) Remain 01:45:30 loss: 0.6193 Lr: 4.97086e-03 +[2025-02-27 16:27:58,290 INFO hook.py line 109 276539] Train: [31/100][300/300] Data 0.002 (0.005) Batch 0.216 (0.293) Remain 01:40:56 loss: 0.7055 Lr: 4.95836e-03 +[2025-02-27 16:27:58,291 INFO misc.py line 135 276539] Train result: loss: 0.6820 +[2025-02-27 16:27:58,390 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:28:17,306 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1835 +[2025-02-27 16:28:17,510 INFO hook.py line 289 276539] Test: [2/78] Loss 1.0340 +[2025-02-27 16:28:17,556 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4957 +[2025-02-27 16:28:19,181 INFO hook.py line 289 276539] Test: [4/78] Loss 0.7896 +[2025-02-27 16:28:19,223 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3931 +[2025-02-27 16:28:19,287 INFO hook.py line 289 276539] Test: [6/78] Loss 1.8017 +[2025-02-27 16:28:19,339 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5853 +[2025-02-27 16:28:19,375 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4079 +[2025-02-27 16:28:19,425 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0569 +[2025-02-27 16:28:19,475 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5116 +[2025-02-27 16:28:19,526 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6283 +[2025-02-27 16:28:19,573 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8390 +[2025-02-27 16:28:19,697 INFO hook.py line 289 276539] Test: [13/78] Loss 1.8801 +[2025-02-27 16:28:19,859 INFO hook.py line 289 276539] Test: [14/78] Loss 2.3384 +[2025-02-27 16:28:19,906 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3370 +[2025-02-27 16:28:19,955 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2346 +[2025-02-27 16:28:19,992 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7215 +[2025-02-27 16:28:20,033 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6612 +[2025-02-27 16:28:20,084 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2036 +[2025-02-27 16:28:20,133 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1085 +[2025-02-27 16:28:20,167 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3203 +[2025-02-27 16:28:20,216 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4072 +[2025-02-27 16:28:20,248 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8983 +[2025-02-27 16:28:20,297 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7843 +[2025-02-27 16:28:20,345 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7604 +[2025-02-27 16:28:20,405 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6966 +[2025-02-27 16:28:20,466 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3072 +[2025-02-27 16:28:20,509 INFO hook.py line 289 276539] Test: [28/78] Loss 1.2025 +[2025-02-27 16:28:20,554 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2963 +[2025-02-27 16:28:20,624 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6619 +[2025-02-27 16:28:20,687 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5862 +[2025-02-27 16:28:20,725 INFO hook.py line 289 276539] Test: [32/78] Loss 0.9677 +[2025-02-27 16:28:20,786 INFO hook.py line 289 276539] Test: [33/78] Loss 0.5275 +[2025-02-27 16:28:20,849 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8816 +[2025-02-27 16:28:20,901 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4780 +[2025-02-27 16:28:20,953 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8919 +[2025-02-27 16:28:20,999 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5912 +[2025-02-27 16:28:21,042 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2875 +[2025-02-27 16:28:21,104 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2741 +[2025-02-27 16:28:21,166 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4752 +[2025-02-27 16:28:21,221 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9379 +[2025-02-27 16:28:21,277 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1448 +[2025-02-27 16:28:21,324 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1930 +[2025-02-27 16:28:21,377 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4266 +[2025-02-27 16:28:21,426 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4916 +[2025-02-27 16:28:21,474 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5475 +[2025-02-27 16:28:21,518 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8976 +[2025-02-27 16:28:21,550 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6069 +[2025-02-27 16:28:21,587 INFO hook.py line 289 276539] Test: [49/78] Loss 1.6077 +[2025-02-27 16:28:21,621 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1880 +[2025-02-27 16:28:21,656 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7925 +[2025-02-27 16:28:21,691 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9407 +[2025-02-27 16:28:21,730 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4413 +[2025-02-27 16:28:21,776 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7585 +[2025-02-27 16:28:21,813 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0859 +[2025-02-27 16:28:21,854 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2783 +[2025-02-27 16:28:21,886 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7024 +[2025-02-27 16:28:21,914 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5615 +[2025-02-27 16:28:21,951 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7944 +[2025-02-27 16:28:21,990 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8743 +[2025-02-27 16:28:22,016 INFO hook.py line 289 276539] Test: [61/78] Loss 1.3939 +[2025-02-27 16:28:22,050 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7711 +[2025-02-27 16:28:22,088 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0792 +[2025-02-27 16:28:22,154 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3581 +[2025-02-27 16:28:22,183 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2328 +[2025-02-27 16:28:22,223 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5164 +[2025-02-27 16:28:22,262 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3692 +[2025-02-27 16:28:22,300 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1145 +[2025-02-27 16:28:22,331 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2839 +[2025-02-27 16:28:22,386 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1442 +[2025-02-27 16:28:22,427 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9162 +[2025-02-27 16:28:22,481 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3662 +[2025-02-27 16:28:22,529 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5194 +[2025-02-27 16:28:22,569 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7073 +[2025-02-27 16:28:22,616 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5687 +[2025-02-27 16:28:22,645 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8022 +[2025-02-27 16:28:22,700 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4428 +[2025-02-27 16:28:22,728 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6981 +[2025-02-27 16:28:24,374 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:28:24,375 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:28:24,375 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] wall : 0.7814 0.9488 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] floor : 0.9596 0.9827 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] cabinet : 0.5088 0.5737 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] bed : 0.7673 0.8539 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] chair : 0.8705 0.9116 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] sofa : 0.7678 0.8924 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] table : 0.6394 0.8090 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] door : 0.5418 0.7482 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] window : 0.4376 0.5132 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] bookshelf : 0.6981 0.7634 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] picture : 0.2542 0.2910 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] counter : 0.5823 0.6783 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] desk : 0.5266 0.6580 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] curtain : 0.6668 0.7335 +[2025-02-27 16:28:24,375 INFO hook.py line 232 276539] refridgerator : 0.5352 0.6860 +[2025-02-27 16:28:24,376 INFO hook.py line 232 276539] shower curtain : 0.5557 0.5927 +[2025-02-27 16:28:24,376 INFO hook.py line 232 276539] toilet : 0.8672 0.9477 +[2025-02-27 16:28:24,376 INFO hook.py line 232 276539] sink : 0.5922 0.7236 +[2025-02-27 16:28:24,376 INFO hook.py line 232 276539] bathtub : 0.8345 0.8834 +[2025-02-27 16:28:24,376 INFO hook.py line 232 276539] otherfurniture : 0.4229 0.4561 +[2025-02-27 16:28:24,376 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:28:24,376 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6405/0.7324/0.8632. +[2025-02-27 16:28:24,376 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:28:24,392 INFO misc.py line 164 276539] Currently Best mIoU: 0.6558 +[2025-02-27 16:28:24,392 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:28:50,113 INFO hook.py line 109 276539] Train: [32/100][50/300] Data 0.003 (0.006) Batch 0.301 (0.373) Remain 02:08:28 loss: 0.7092 Lr: 4.94581e-03 +[2025-02-27 16:29:07,949 INFO hook.py line 109 276539] Train: [32/100][100/300] Data 0.009 (0.007) Batch 0.335 (0.365) Remain 02:05:12 loss: 0.5749 Lr: 4.93319e-03 +[2025-02-27 16:29:25,659 INFO hook.py line 109 276539] Train: [32/100][150/300] Data 0.004 (0.007) Batch 0.307 (0.361) Remain 02:03:41 loss: 0.6999 Lr: 4.92052e-03 +[2025-02-27 16:29:43,657 INFO hook.py line 109 276539] Train: [32/100][200/300] Data 0.016 (0.007) Batch 0.399 (0.361) Remain 02:03:16 loss: 0.7511 Lr: 4.90779e-03 +[2025-02-27 16:30:01,360 INFO hook.py line 109 276539] Train: [32/100][250/300] Data 0.005 (0.007) Batch 0.381 (0.359) Remain 02:02:31 loss: 0.4395 Lr: 4.89500e-03 +[2025-02-27 16:30:15,208 INFO hook.py line 109 276539] Train: [32/100][300/300] Data 0.002 (0.007) Batch 0.217 (0.346) Remain 01:57:30 loss: 0.7392 Lr: 4.88216e-03 +[2025-02-27 16:30:15,208 INFO misc.py line 135 276539] Train result: loss: 0.6628 +[2025-02-27 16:30:15,292 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:30:35,992 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2093 +[2025-02-27 16:30:36,043 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6923 +[2025-02-27 16:30:36,092 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3328 +[2025-02-27 16:30:36,388 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5948 +[2025-02-27 16:30:36,431 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5276 +[2025-02-27 16:30:36,504 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4346 +[2025-02-27 16:30:36,554 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6175 +[2025-02-27 16:30:36,597 INFO hook.py line 289 276539] Test: [8/78] Loss 0.6471 +[2025-02-27 16:30:36,647 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8830 +[2025-02-27 16:30:36,685 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6407 +[2025-02-27 16:30:36,743 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5890 +[2025-02-27 16:30:36,794 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9882 +[2025-02-27 16:30:36,916 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0036 +[2025-02-27 16:30:36,957 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7309 +[2025-02-27 16:30:36,995 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1351 +[2025-02-27 16:30:37,051 INFO hook.py line 289 276539] Test: [16/78] Loss 0.3787 +[2025-02-27 16:30:37,096 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6493 +[2025-02-27 16:30:37,148 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5852 +[2025-02-27 16:30:37,190 INFO hook.py line 289 276539] Test: [19/78] Loss 1.6869 +[2025-02-27 16:30:37,228 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9632 +[2025-02-27 16:30:37,265 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3444 +[2025-02-27 16:30:37,310 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3814 +[2025-02-27 16:30:37,347 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8545 +[2025-02-27 16:30:37,391 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7912 +[2025-02-27 16:30:37,431 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9986 +[2025-02-27 16:30:37,483 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7064 +[2025-02-27 16:30:37,542 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9839 +[2025-02-27 16:30:37,586 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5722 +[2025-02-27 16:30:37,638 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3138 +[2025-02-27 16:30:37,690 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7351 +[2025-02-27 16:30:37,748 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5627 +[2025-02-27 16:30:37,783 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3901 +[2025-02-27 16:30:37,833 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2051 +[2025-02-27 16:30:37,880 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0122 +[2025-02-27 16:30:37,926 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4037 +[2025-02-27 16:30:37,974 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8392 +[2025-02-27 16:30:38,023 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6354 +[2025-02-27 16:30:38,060 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3898 +[2025-02-27 16:30:38,130 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3340 +[2025-02-27 16:30:38,180 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3998 +[2025-02-27 16:30:38,226 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9669 +[2025-02-27 16:30:38,263 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2057 +[2025-02-27 16:30:38,308 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3486 +[2025-02-27 16:30:38,363 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6308 +[2025-02-27 16:30:38,408 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4636 +[2025-02-27 16:30:38,466 INFO hook.py line 289 276539] Test: [46/78] Loss 1.0774 +[2025-02-27 16:30:38,513 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5748 +[2025-02-27 16:30:38,554 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7108 +[2025-02-27 16:30:38,597 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0998 +[2025-02-27 16:30:38,630 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2114 +[2025-02-27 16:30:38,662 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5988 +[2025-02-27 16:30:38,694 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8529 +[2025-02-27 16:30:38,722 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3183 +[2025-02-27 16:30:38,764 INFO hook.py line 289 276539] Test: [54/78] Loss 1.4698 +[2025-02-27 16:30:38,801 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1327 +[2025-02-27 16:30:38,840 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2601 +[2025-02-27 16:30:38,873 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8115 +[2025-02-27 16:30:38,904 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4880 +[2025-02-27 16:30:38,941 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7364 +[2025-02-27 16:30:38,973 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8996 +[2025-02-27 16:30:38,999 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8690 +[2025-02-27 16:30:39,036 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5685 +[2025-02-27 16:30:39,071 INFO hook.py line 289 276539] Test: [63/78] Loss 1.8012 +[2025-02-27 16:30:39,125 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3493 +[2025-02-27 16:30:39,153 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0333 +[2025-02-27 16:30:39,193 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6640 +[2025-02-27 16:30:39,230 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4332 +[2025-02-27 16:30:39,267 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0333 +[2025-02-27 16:30:39,298 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3256 +[2025-02-27 16:30:39,356 INFO hook.py line 289 276539] Test: [70/78] Loss 1.3564 +[2025-02-27 16:30:39,398 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8914 +[2025-02-27 16:30:39,448 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5038 +[2025-02-27 16:30:39,497 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5219 +[2025-02-27 16:30:39,543 INFO hook.py line 289 276539] Test: [74/78] Loss 1.2365 +[2025-02-27 16:30:39,591 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5780 +[2025-02-27 16:30:39,619 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7147 +[2025-02-27 16:30:39,674 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4483 +[2025-02-27 16:30:39,700 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6912 +[2025-02-27 16:30:41,618 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:30:41,618 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:30:41,618 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] wall : 0.8083 0.8877 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] floor : 0.9581 0.9759 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] cabinet : 0.5704 0.7124 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] bed : 0.7769 0.8572 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] chair : 0.8678 0.9297 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] sofa : 0.7847 0.8453 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] table : 0.6622 0.7423 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] door : 0.5322 0.7238 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] window : 0.5096 0.6156 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] bookshelf : 0.6095 0.9292 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] picture : 0.3340 0.4854 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] counter : 0.5251 0.5662 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] desk : 0.5340 0.7953 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] curtain : 0.5574 0.8658 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] refridgerator : 0.4642 0.5494 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] shower curtain : 0.4909 0.7836 +[2025-02-27 16:30:41,619 INFO hook.py line 232 276539] toilet : 0.8958 0.9498 +[2025-02-27 16:30:41,620 INFO hook.py line 232 276539] sink : 0.5668 0.7975 +[2025-02-27 16:30:41,620 INFO hook.py line 232 276539] bathtub : 0.8862 0.9155 +[2025-02-27 16:30:41,620 INFO hook.py line 232 276539] otherfurniture : 0.4587 0.5916 +[2025-02-27 16:30:41,620 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:30:41,620 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6396/0.7760/0.8644. +[2025-02-27 16:30:41,626 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:30:41,663 INFO misc.py line 164 276539] Currently Best mIoU: 0.6558 +[2025-02-27 16:30:41,664 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:31:06,337 INFO hook.py line 109 276539] Train: [33/100][50/300] Data 0.004 (0.008) Batch 0.286 (0.362) Remain 02:02:53 loss: 0.6535 Lr: 4.86925e-03 +[2025-02-27 16:31:24,270 INFO hook.py line 109 276539] Train: [33/100][100/300] Data 0.008 (0.007) Batch 0.389 (0.360) Remain 02:01:56 loss: 0.6627 Lr: 4.85629e-03 +[2025-02-27 16:31:40,289 INFO hook.py line 109 276539] Train: [33/100][150/300] Data 0.011 (0.007) Batch 0.363 (0.347) Remain 01:57:02 loss: 0.7028 Lr: 4.84328e-03 +[2025-02-27 16:31:56,031 INFO hook.py line 109 276539] Train: [33/100][200/300] Data 0.003 (0.007) Batch 0.347 (0.339) Remain 01:54:01 loss: 0.5085 Lr: 4.83020e-03 +[2025-02-27 16:32:11,350 INFO hook.py line 109 276539] Train: [33/100][250/300] Data 0.003 (0.007) Batch 0.264 (0.332) Remain 01:51:32 loss: 0.7556 Lr: 4.81707e-03 +[2025-02-27 16:32:23,824 INFO hook.py line 109 276539] Train: [33/100][300/300] Data 0.002 (0.006) Batch 0.208 (0.318) Remain 01:46:36 loss: 0.5258 Lr: 4.80389e-03 +[2025-02-27 16:32:23,824 INFO misc.py line 135 276539] Train result: loss: 0.6623 +[2025-02-27 16:32:23,903 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:32:39,474 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1386 +[2025-02-27 16:32:39,511 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7910 +[2025-02-27 16:32:39,547 INFO hook.py line 289 276539] Test: [3/78] Loss 0.6609 +[2025-02-27 16:32:39,595 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5522 +[2025-02-27 16:32:39,626 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2943 +[2025-02-27 16:32:39,678 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7086 +[2025-02-27 16:32:39,725 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5595 +[2025-02-27 16:32:39,750 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2861 +[2025-02-27 16:32:39,790 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0635 +[2025-02-27 16:32:39,819 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7021 +[2025-02-27 16:32:39,866 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5707 +[2025-02-27 16:32:39,897 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9706 +[2025-02-27 16:32:39,942 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0958 +[2025-02-27 16:32:39,982 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0149 +[2025-02-27 16:32:40,017 INFO hook.py line 289 276539] Test: [15/78] Loss 1.5827 +[2025-02-27 16:32:40,060 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1767 +[2025-02-27 16:32:40,099 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8054 +[2025-02-27 16:32:40,128 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6884 +[2025-02-27 16:32:40,170 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0871 +[2025-02-27 16:32:40,203 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0582 +[2025-02-27 16:32:40,244 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2542 +[2025-02-27 16:32:40,281 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3073 +[2025-02-27 16:32:40,310 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0532 +[2025-02-27 16:32:40,351 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8875 +[2025-02-27 16:32:40,390 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8739 +[2025-02-27 16:32:40,428 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6122 +[2025-02-27 16:32:40,476 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0081 +[2025-02-27 16:32:40,510 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4579 +[2025-02-27 16:32:40,537 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2910 +[2025-02-27 16:32:40,590 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5848 +[2025-02-27 16:32:40,644 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5290 +[2025-02-27 16:32:40,690 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3678 +[2025-02-27 16:32:40,746 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1779 +[2025-02-27 16:32:40,786 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8305 +[2025-02-27 16:32:40,825 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2908 +[2025-02-27 16:32:40,866 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0648 +[2025-02-27 16:32:40,901 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5555 +[2025-02-27 16:32:40,929 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2432 +[2025-02-27 16:32:40,988 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2105 +[2025-02-27 16:32:41,032 INFO hook.py line 289 276539] Test: [40/78] Loss 1.9056 +[2025-02-27 16:32:41,073 INFO hook.py line 289 276539] Test: [41/78] Loss 1.2137 +[2025-02-27 16:32:41,099 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1863 +[2025-02-27 16:32:41,143 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1721 +[2025-02-27 16:32:41,198 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4663 +[2025-02-27 16:32:41,230 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5753 +[2025-02-27 16:32:41,276 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5632 +[2025-02-27 16:32:41,312 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4727 +[2025-02-27 16:32:41,342 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5268 +[2025-02-27 16:32:41,372 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1694 +[2025-02-27 16:32:41,400 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9117 +[2025-02-27 16:32:41,426 INFO hook.py line 289 276539] Test: [51/78] Loss 1.4968 +[2025-02-27 16:32:41,457 INFO hook.py line 289 276539] Test: [52/78] Loss 1.2178 +[2025-02-27 16:32:41,479 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2296 +[2025-02-27 16:32:41,512 INFO hook.py line 289 276539] Test: [54/78] Loss 2.3175 +[2025-02-27 16:32:41,544 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0877 +[2025-02-27 16:32:41,583 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2446 +[2025-02-27 16:32:41,612 INFO hook.py line 289 276539] Test: [57/78] Loss 1.1466 +[2025-02-27 16:32:41,636 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4255 +[2025-02-27 16:32:41,673 INFO hook.py line 289 276539] Test: [59/78] Loss 1.1835 +[2025-02-27 16:32:41,703 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4712 +[2025-02-27 16:32:41,727 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6635 +[2025-02-27 16:32:41,758 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7084 +[2025-02-27 16:32:41,791 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2481 +[2025-02-27 16:32:41,844 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6003 +[2025-02-27 16:32:41,870 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3446 +[2025-02-27 16:32:41,907 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8893 +[2025-02-27 16:32:41,943 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4076 +[2025-02-27 16:32:41,972 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0192 +[2025-02-27 16:32:41,998 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2987 +[2025-02-27 16:32:42,050 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1078 +[2025-02-27 16:32:42,089 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8881 +[2025-02-27 16:32:42,137 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2984 +[2025-02-27 16:32:42,182 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5342 +[2025-02-27 16:32:42,219 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0685 +[2025-02-27 16:32:42,264 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6409 +[2025-02-27 16:32:42,288 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6782 +[2025-02-27 16:32:42,341 INFO hook.py line 289 276539] Test: [77/78] Loss 0.7699 +[2025-02-27 16:32:42,367 INFO hook.py line 289 276539] Test: [78/78] Loss 0.8167 +[2025-02-27 16:32:43,738 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:32:43,739 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:32:43,742 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] wall : 0.8097 0.9202 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] floor : 0.9596 0.9831 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] cabinet : 0.5649 0.6403 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] bed : 0.6083 0.6646 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] chair : 0.8721 0.9350 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] sofa : 0.8208 0.8985 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] table : 0.6591 0.7846 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] door : 0.5511 0.7379 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] window : 0.4790 0.5863 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] bookshelf : 0.7864 0.8758 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] picture : 0.2924 0.3842 +[2025-02-27 16:32:43,742 INFO hook.py line 232 276539] counter : 0.5888 0.6873 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] desk : 0.5516 0.6622 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] curtain : 0.5570 0.6368 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] refridgerator : 0.4866 0.5376 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] shower curtain : 0.5357 0.5779 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] toilet : 0.9113 0.9671 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] sink : 0.5625 0.6335 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] bathtub : 0.8154 0.9240 +[2025-02-27 16:32:43,743 INFO hook.py line 232 276539] otherfurniture : 0.4391 0.6997 +[2025-02-27 16:32:43,743 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:32:43,743 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6426/0.7368/0.8672. +[2025-02-27 16:32:43,744 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:32:43,753 INFO misc.py line 164 276539] Currently Best mIoU: 0.6558 +[2025-02-27 16:32:43,754 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:33:09,364 INFO hook.py line 109 276539] Train: [34/100][50/300] Data 0.009 (0.007) Batch 0.319 (0.350) Remain 01:57:03 loss: 0.5176 Lr: 4.79065e-03 +[2025-02-27 16:33:27,421 INFO hook.py line 109 276539] Train: [34/100][100/300] Data 0.005 (0.007) Batch 0.298 (0.356) Remain 01:58:37 loss: 0.6182 Lr: 4.77736e-03 +[2025-02-27 16:33:45,100 INFO hook.py line 109 276539] Train: [34/100][150/300] Data 0.004 (0.007) Batch 0.303 (0.355) Remain 01:58:04 loss: 0.6296 Lr: 4.76401e-03 +[2025-02-27 16:34:03,110 INFO hook.py line 109 276539] Train: [34/100][200/300] Data 0.006 (0.007) Batch 0.419 (0.356) Remain 01:58:12 loss: 0.8866 Lr: 4.75061e-03 +[2025-02-27 16:34:20,892 INFO hook.py line 109 276539] Train: [34/100][250/300] Data 0.006 (0.007) Batch 0.321 (0.356) Remain 01:57:51 loss: 0.7038 Lr: 4.73716e-03 +[2025-02-27 16:34:34,646 INFO hook.py line 109 276539] Train: [34/100][300/300] Data 0.002 (0.006) Batch 0.223 (0.343) Remain 01:53:03 loss: 0.6999 Lr: 4.72366e-03 +[2025-02-27 16:34:34,647 INFO misc.py line 135 276539] Train result: loss: 0.6462 +[2025-02-27 16:34:34,720 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:34:53,847 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1875 +[2025-02-27 16:34:54,977 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8311 +[2025-02-27 16:34:55,117 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5087 +[2025-02-27 16:34:55,163 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5887 +[2025-02-27 16:34:55,204 INFO hook.py line 289 276539] Test: [5/78] Loss 0.5770 +[2025-02-27 16:34:55,268 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3101 +[2025-02-27 16:34:55,317 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4950 +[2025-02-27 16:34:55,353 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4368 +[2025-02-27 16:34:55,410 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0101 +[2025-02-27 16:34:55,454 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9350 +[2025-02-27 16:34:55,501 INFO hook.py line 289 276539] Test: [11/78] Loss 0.8102 +[2025-02-27 16:34:55,546 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8982 +[2025-02-27 16:34:55,594 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3495 +[2025-02-27 16:34:55,647 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9770 +[2025-02-27 16:34:55,684 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1706 +[2025-02-27 16:34:55,744 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0986 +[2025-02-27 16:34:55,782 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5550 +[2025-02-27 16:34:55,823 INFO hook.py line 289 276539] Test: [18/78] Loss 0.8120 +[2025-02-27 16:34:55,870 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1200 +[2025-02-27 16:34:55,920 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0468 +[2025-02-27 16:34:55,963 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2960 +[2025-02-27 16:34:56,005 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4404 +[2025-02-27 16:34:56,039 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0661 +[2025-02-27 16:34:56,080 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6886 +[2025-02-27 16:34:56,128 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0586 +[2025-02-27 16:34:56,176 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5638 +[2025-02-27 16:34:56,225 INFO hook.py line 289 276539] Test: [27/78] Loss 2.0258 +[2025-02-27 16:34:56,269 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5177 +[2025-02-27 16:34:56,311 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3320 +[2025-02-27 16:34:56,370 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5944 +[2025-02-27 16:34:56,433 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4632 +[2025-02-27 16:34:56,471 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7774 +[2025-02-27 16:34:56,521 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3102 +[2025-02-27 16:34:56,570 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9947 +[2025-02-27 16:34:56,614 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3664 +[2025-02-27 16:34:56,659 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9661 +[2025-02-27 16:34:56,701 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5884 +[2025-02-27 16:34:56,748 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2737 +[2025-02-27 16:34:56,828 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1928 +[2025-02-27 16:34:56,879 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6825 +[2025-02-27 16:34:56,931 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9620 +[2025-02-27 16:34:56,973 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2028 +[2025-02-27 16:34:57,028 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2257 +[2025-02-27 16:34:57,084 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4118 +[2025-02-27 16:34:57,134 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6019 +[2025-02-27 16:34:57,190 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5968 +[2025-02-27 16:34:57,235 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5521 +[2025-02-27 16:34:57,276 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5312 +[2025-02-27 16:34:57,311 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9584 +[2025-02-27 16:34:57,350 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8797 +[2025-02-27 16:34:57,387 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7885 +[2025-02-27 16:34:57,429 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8706 +[2025-02-27 16:34:57,470 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3797 +[2025-02-27 16:34:57,512 INFO hook.py line 289 276539] Test: [54/78] Loss 1.4996 +[2025-02-27 16:34:57,561 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0707 +[2025-02-27 16:34:57,606 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3149 +[2025-02-27 16:34:57,648 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6310 +[2025-02-27 16:34:57,687 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5299 +[2025-02-27 16:34:57,730 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9018 +[2025-02-27 16:34:57,767 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4905 +[2025-02-27 16:34:57,797 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8305 +[2025-02-27 16:34:57,831 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6416 +[2025-02-27 16:34:57,867 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9349 +[2025-02-27 16:34:57,921 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9861 +[2025-02-27 16:34:57,947 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1139 +[2025-02-27 16:34:57,987 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4628 +[2025-02-27 16:34:58,025 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5053 +[2025-02-27 16:34:58,057 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8748 +[2025-02-27 16:34:58,085 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2983 +[2025-02-27 16:34:58,139 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0277 +[2025-02-27 16:34:58,181 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1747 +[2025-02-27 16:34:58,230 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5363 +[2025-02-27 16:34:58,278 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4805 +[2025-02-27 16:34:58,319 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3458 +[2025-02-27 16:34:58,367 INFO hook.py line 289 276539] Test: [75/78] Loss 0.7255 +[2025-02-27 16:34:58,395 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8258 +[2025-02-27 16:34:58,452 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3434 +[2025-02-27 16:34:58,481 INFO hook.py line 289 276539] Test: [78/78] Loss 1.0075 +[2025-02-27 16:34:59,944 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:34:59,944 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:34:59,945 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] wall : 0.8219 0.9373 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] floor : 0.9572 0.9877 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] cabinet : 0.6034 0.7160 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] bed : 0.7286 0.8634 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] chair : 0.8572 0.9085 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] sofa : 0.7265 0.9257 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] table : 0.6664 0.7117 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] door : 0.5487 0.6542 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] window : 0.4938 0.6324 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] bookshelf : 0.7598 0.8962 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] picture : 0.2804 0.3397 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] counter : 0.5813 0.6972 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] desk : 0.5783 0.7488 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] curtain : 0.6878 0.7525 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] refridgerator : 0.5156 0.5785 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] shower curtain : 0.5628 0.6074 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] toilet : 0.9066 0.9329 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] sink : 0.6008 0.6419 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] bathtub : 0.8546 0.9204 +[2025-02-27 16:34:59,945 INFO hook.py line 232 276539] otherfurniture : 0.5090 0.6526 +[2025-02-27 16:34:59,945 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:34:59,945 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6620/0.7553/0.8772. +[2025-02-27 16:34:59,946 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:34:59,960 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6620 +[2025-02-27 16:34:59,960 INFO misc.py line 164 276539] Currently Best mIoU: 0.6620 +[2025-02-27 16:34:59,960 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:35:26,470 INFO hook.py line 109 276539] Train: [35/100][50/300] Data 0.005 (0.007) Batch 0.369 (0.373) Remain 02:02:42 loss: 0.6544 Lr: 4.71010e-03 +[2025-02-27 16:35:43,823 INFO hook.py line 109 276539] Train: [35/100][100/300] Data 0.004 (0.008) Batch 0.366 (0.360) Remain 01:58:02 loss: 0.5385 Lr: 4.69649e-03 +[2025-02-27 16:36:01,830 INFO hook.py line 109 276539] Train: [35/100][150/300] Data 0.004 (0.008) Batch 0.377 (0.360) Remain 01:57:48 loss: 0.7553 Lr: 4.68282e-03 +[2025-02-27 16:36:19,907 INFO hook.py line 109 276539] Train: [35/100][200/300] Data 0.004 (0.008) Batch 0.410 (0.360) Remain 01:57:39 loss: 0.4851 Lr: 4.66911e-03 +[2025-02-27 16:36:35,175 INFO hook.py line 109 276539] Train: [35/100][250/300] Data 0.004 (0.007) Batch 0.372 (0.349) Remain 01:53:44 loss: 0.8742 Lr: 4.65535e-03 +[2025-02-27 16:36:47,287 INFO hook.py line 109 276539] Train: [35/100][300/300] Data 0.002 (0.007) Batch 0.205 (0.331) Remain 01:47:36 loss: 0.8193 Lr: 4.64153e-03 +[2025-02-27 16:36:47,288 INFO misc.py line 135 276539] Train result: loss: 0.6444 +[2025-02-27 16:36:47,377 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:37:05,672 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1821 +[2025-02-27 16:37:05,746 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6618 +[2025-02-27 16:37:05,859 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3107 +[2025-02-27 16:37:06,233 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4261 +[2025-02-27 16:37:06,277 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4876 +[2025-02-27 16:37:06,334 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4189 +[2025-02-27 16:37:06,386 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5012 +[2025-02-27 16:37:06,414 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4358 +[2025-02-27 16:37:06,997 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0884 +[2025-02-27 16:37:07,037 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7328 +[2025-02-27 16:37:07,338 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6821 +[2025-02-27 16:37:07,373 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7990 +[2025-02-27 16:37:07,432 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1181 +[2025-02-27 16:37:07,471 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7427 +[2025-02-27 16:37:07,507 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3920 +[2025-02-27 16:37:07,550 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1420 +[2025-02-27 16:37:07,592 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8955 +[2025-02-27 16:37:07,632 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7516 +[2025-02-27 16:37:07,678 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8709 +[2025-02-27 16:37:07,715 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0238 +[2025-02-27 16:37:07,752 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2769 +[2025-02-27 16:37:07,788 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2912 +[2025-02-27 16:37:07,815 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8245 +[2025-02-27 16:37:07,857 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6321 +[2025-02-27 16:37:07,896 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8566 +[2025-02-27 16:37:07,940 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6552 +[2025-02-27 16:37:07,988 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2440 +[2025-02-27 16:37:08,020 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4400 +[2025-02-27 16:37:08,049 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3281 +[2025-02-27 16:37:08,101 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7359 +[2025-02-27 16:37:08,154 INFO hook.py line 289 276539] Test: [31/78] Loss 0.6088 +[2025-02-27 16:37:08,189 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6089 +[2025-02-27 16:37:08,245 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2301 +[2025-02-27 16:37:08,279 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1463 +[2025-02-27 16:37:08,313 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4413 +[2025-02-27 16:37:08,353 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8397 +[2025-02-27 16:37:08,386 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6280 +[2025-02-27 16:37:08,419 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2694 +[2025-02-27 16:37:08,479 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4790 +[2025-02-27 16:37:08,523 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3873 +[2025-02-27 16:37:08,567 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9795 +[2025-02-27 16:37:08,593 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2217 +[2025-02-27 16:37:08,625 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1944 +[2025-02-27 16:37:08,685 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5689 +[2025-02-27 16:37:08,713 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4153 +[2025-02-27 16:37:08,757 INFO hook.py line 289 276539] Test: [46/78] Loss 0.4751 +[2025-02-27 16:37:08,791 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7944 +[2025-02-27 16:37:08,821 INFO hook.py line 289 276539] Test: [48/78] Loss 0.7085 +[2025-02-27 16:37:08,851 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8630 +[2025-02-27 16:37:08,879 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9602 +[2025-02-27 16:37:08,904 INFO hook.py line 289 276539] Test: [51/78] Loss 1.1905 +[2025-02-27 16:37:08,936 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9081 +[2025-02-27 16:37:08,959 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3645 +[2025-02-27 16:37:08,990 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6162 +[2025-02-27 16:37:09,023 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1253 +[2025-02-27 16:37:09,059 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3021 +[2025-02-27 16:37:09,087 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9993 +[2025-02-27 16:37:09,110 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5315 +[2025-02-27 16:37:09,148 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6981 +[2025-02-27 16:37:09,178 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8725 +[2025-02-27 16:37:09,200 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6001 +[2025-02-27 16:37:09,230 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5736 +[2025-02-27 16:37:09,262 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7906 +[2025-02-27 16:37:09,314 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0299 +[2025-02-27 16:37:09,343 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8979 +[2025-02-27 16:37:09,380 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8503 +[2025-02-27 16:37:09,417 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6315 +[2025-02-27 16:37:09,447 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0980 +[2025-02-27 16:37:09,474 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3569 +[2025-02-27 16:37:09,525 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1663 +[2025-02-27 16:37:09,564 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0609 +[2025-02-27 16:37:09,612 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5308 +[2025-02-27 16:37:09,658 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2580 +[2025-02-27 16:37:09,696 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6614 +[2025-02-27 16:37:09,742 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4860 +[2025-02-27 16:37:09,767 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7272 +[2025-02-27 16:37:09,820 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4450 +[2025-02-27 16:37:09,846 INFO hook.py line 289 276539] Test: [78/78] Loss 0.8463 +[2025-02-27 16:37:11,185 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:37:11,185 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:37:11,185 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] wall : 0.8180 0.9261 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] floor : 0.9574 0.9821 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] cabinet : 0.5631 0.8001 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] bed : 0.6983 0.8652 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] chair : 0.8448 0.9598 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] sofa : 0.7117 0.7340 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] table : 0.6479 0.6957 +[2025-02-27 16:37:11,186 INFO hook.py line 232 276539] door : 0.5944 0.6825 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] window : 0.4870 0.6740 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] bookshelf : 0.7557 0.8875 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] picture : 0.3010 0.3566 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] counter : 0.5238 0.7764 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] desk : 0.5952 0.8210 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] curtain : 0.6680 0.8058 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] refridgerator : 0.4784 0.5239 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] shower curtain : 0.5336 0.5769 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] toilet : 0.9007 0.9219 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] sink : 0.5874 0.6837 +[2025-02-27 16:37:11,187 INFO hook.py line 232 276539] bathtub : 0.8814 0.9075 +[2025-02-27 16:37:11,188 INFO hook.py line 232 276539] otherfurniture : 0.4128 0.4556 +[2025-02-27 16:37:11,188 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:37:11,188 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6480/0.7518/0.8711. +[2025-02-27 16:37:11,189 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:37:11,201 INFO misc.py line 164 276539] Currently Best mIoU: 0.6620 +[2025-02-27 16:37:11,201 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:37:30,659 INFO hook.py line 109 276539] Train: [36/100][50/300] Data 0.003 (0.004) Batch 0.273 (0.259) Remain 01:23:52 loss: 0.3653 Lr: 4.62767e-03 +[2025-02-27 16:37:48,570 INFO hook.py line 109 276539] Train: [36/100][100/300] Data 0.004 (0.006) Batch 0.258 (0.310) Remain 01:40:14 loss: 0.8188 Lr: 4.61376e-03 +[2025-02-27 16:38:06,236 INFO hook.py line 109 276539] Train: [36/100][150/300] Data 0.008 (0.006) Batch 0.388 (0.325) Remain 01:44:43 loss: 0.7400 Lr: 4.59979e-03 +[2025-02-27 16:38:24,368 INFO hook.py line 109 276539] Train: [36/100][200/300] Data 0.004 (0.006) Batch 0.405 (0.334) Remain 01:47:32 loss: 0.7962 Lr: 4.58578e-03 +[2025-02-27 16:38:41,819 INFO hook.py line 109 276539] Train: [36/100][250/300] Data 0.009 (0.007) Batch 0.293 (0.337) Remain 01:48:13 loss: 0.6677 Lr: 4.57172e-03 +[2025-02-27 16:38:55,421 INFO hook.py line 109 276539] Train: [36/100][300/300] Data 0.002 (0.006) Batch 0.214 (0.326) Remain 01:44:25 loss: 0.6221 Lr: 4.55762e-03 +[2025-02-27 16:38:55,422 INFO misc.py line 135 276539] Train result: loss: 0.6359 +[2025-02-27 16:38:55,521 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:39:15,068 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1569 +[2025-02-27 16:39:15,475 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7471 +[2025-02-27 16:39:16,024 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2637 +[2025-02-27 16:39:16,089 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6484 +[2025-02-27 16:39:16,137 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3002 +[2025-02-27 16:39:16,210 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5639 +[2025-02-27 16:39:16,265 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6075 +[2025-02-27 16:39:16,313 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3101 +[2025-02-27 16:39:16,372 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9215 +[2025-02-27 16:39:16,419 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6601 +[2025-02-27 16:39:16,475 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5149 +[2025-02-27 16:39:16,520 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8800 +[2025-02-27 16:39:16,576 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9766 +[2025-02-27 16:39:16,627 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9325 +[2025-02-27 16:39:16,675 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2337 +[2025-02-27 16:39:16,729 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1677 +[2025-02-27 16:39:16,777 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8231 +[2025-02-27 16:39:16,813 INFO hook.py line 289 276539] Test: [18/78] Loss 0.8644 +[2025-02-27 16:39:16,860 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0544 +[2025-02-27 16:39:16,903 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9701 +[2025-02-27 16:39:16,946 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3015 +[2025-02-27 16:39:16,996 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2248 +[2025-02-27 16:39:17,036 INFO hook.py line 289 276539] Test: [23/78] Loss 1.0135 +[2025-02-27 16:39:17,084 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7377 +[2025-02-27 16:39:17,125 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6547 +[2025-02-27 16:39:17,172 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5147 +[2025-02-27 16:39:17,221 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1658 +[2025-02-27 16:39:17,256 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4204 +[2025-02-27 16:39:17,289 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2952 +[2025-02-27 16:39:17,347 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6065 +[2025-02-27 16:39:17,411 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5659 +[2025-02-27 16:39:17,450 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4450 +[2025-02-27 16:39:17,509 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2252 +[2025-02-27 16:39:17,548 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1467 +[2025-02-27 16:39:17,584 INFO hook.py line 289 276539] Test: [35/78] Loss 0.6587 +[2025-02-27 16:39:17,630 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0187 +[2025-02-27 16:39:17,677 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6327 +[2025-02-27 16:39:17,715 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3142 +[2025-02-27 16:39:17,774 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2937 +[2025-02-27 16:39:17,820 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5241 +[2025-02-27 16:39:17,868 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0661 +[2025-02-27 16:39:17,904 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1376 +[2025-02-27 16:39:17,950 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2842 +[2025-02-27 16:39:18,007 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4969 +[2025-02-27 16:39:18,046 INFO hook.py line 289 276539] Test: [45/78] Loss 0.7112 +[2025-02-27 16:39:18,098 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5666 +[2025-02-27 16:39:18,153 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4358 +[2025-02-27 16:39:18,193 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8458 +[2025-02-27 16:39:18,225 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0194 +[2025-02-27 16:39:18,260 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1348 +[2025-02-27 16:39:18,290 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9996 +[2025-02-27 16:39:18,324 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9191 +[2025-02-27 16:39:18,352 INFO hook.py line 289 276539] Test: [53/78] Loss 0.7461 +[2025-02-27 16:39:18,388 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1253 +[2025-02-27 16:39:18,424 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1393 +[2025-02-27 16:39:18,462 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2220 +[2025-02-27 16:39:18,493 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5924 +[2025-02-27 16:39:18,518 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4545 +[2025-02-27 16:39:18,556 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6358 +[2025-02-27 16:39:18,589 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8806 +[2025-02-27 16:39:18,613 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6122 +[2025-02-27 16:39:18,645 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6106 +[2025-02-27 16:39:18,681 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8280 +[2025-02-27 16:39:18,735 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3608 +[2025-02-27 16:39:18,762 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9714 +[2025-02-27 16:39:18,803 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6307 +[2025-02-27 16:39:18,841 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2531 +[2025-02-27 16:39:18,873 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0633 +[2025-02-27 16:39:18,902 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3380 +[2025-02-27 16:39:18,957 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8968 +[2025-02-27 16:39:18,998 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9199 +[2025-02-27 16:39:19,048 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3858 +[2025-02-27 16:39:19,096 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4443 +[2025-02-27 16:39:19,135 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0127 +[2025-02-27 16:39:19,183 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4205 +[2025-02-27 16:39:19,210 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0596 +[2025-02-27 16:39:19,265 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6564 +[2025-02-27 16:39:19,291 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4793 +[2025-02-27 16:39:20,737 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:39:20,738 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:39:20,738 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] wall : 0.8178 0.9151 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] floor : 0.9571 0.9840 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] cabinet : 0.5449 0.7647 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] bed : 0.7504 0.8701 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] chair : 0.8641 0.9545 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] sofa : 0.8035 0.8765 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] table : 0.6746 0.8074 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] door : 0.5811 0.7079 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] window : 0.4691 0.5908 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] bookshelf : 0.6876 0.9306 +[2025-02-27 16:39:20,738 INFO hook.py line 232 276539] picture : 0.3284 0.4643 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] counter : 0.4505 0.5354 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] desk : 0.5612 0.7278 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] curtain : 0.6480 0.7313 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] refridgerator : 0.5050 0.5584 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] shower curtain : 0.4883 0.5379 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] toilet : 0.9099 0.9563 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] sink : 0.6125 0.6771 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] bathtub : 0.8170 0.8325 +[2025-02-27 16:39:20,739 INFO hook.py line 232 276539] otherfurniture : 0.4607 0.5081 +[2025-02-27 16:39:20,739 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:39:20,739 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6466/0.7465/0.8725. +[2025-02-27 16:39:20,740 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:39:20,751 INFO misc.py line 164 276539] Currently Best mIoU: 0.6620 +[2025-02-27 16:39:20,752 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:39:47,150 INFO hook.py line 109 276539] Train: [37/100][50/300] Data 0.014 (0.005) Batch 0.423 (0.358) Remain 01:54:08 loss: 0.6356 Lr: 4.54346e-03 +[2025-02-27 16:40:05,055 INFO hook.py line 109 276539] Train: [37/100][100/300] Data 0.006 (0.006) Batch 0.431 (0.358) Remain 01:53:55 loss: 0.5352 Lr: 4.52926e-03 +[2025-02-27 16:40:22,257 INFO hook.py line 109 276539] Train: [37/100][150/300] Data 0.006 (0.006) Batch 0.341 (0.353) Remain 01:52:06 loss: 0.5779 Lr: 4.51502e-03 +[2025-02-27 16:40:40,240 INFO hook.py line 109 276539] Train: [37/100][200/300] Data 0.016 (0.006) Batch 0.338 (0.355) Remain 01:52:21 loss: 0.5331 Lr: 4.50072e-03 +[2025-02-27 16:40:58,373 INFO hook.py line 109 276539] Train: [37/100][250/300] Data 0.014 (0.006) Batch 0.376 (0.356) Remain 01:52:33 loss: 0.9461 Lr: 4.48638e-03 +[2025-02-27 16:41:11,824 INFO hook.py line 109 276539] Train: [37/100][300/300] Data 0.001 (0.006) Batch 0.213 (0.342) Remain 01:47:37 loss: 0.5479 Lr: 4.47200e-03 +[2025-02-27 16:41:11,825 INFO misc.py line 135 276539] Train result: loss: 0.6314 +[2025-02-27 16:41:11,915 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:41:31,235 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2106 +[2025-02-27 16:41:31,612 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6312 +[2025-02-27 16:41:31,653 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3434 +[2025-02-27 16:41:31,705 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5601 +[2025-02-27 16:41:31,750 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4240 +[2025-02-27 16:41:31,808 INFO hook.py line 289 276539] Test: [6/78] Loss 1.1774 +[2025-02-27 16:41:31,865 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4675 +[2025-02-27 16:41:31,902 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3591 +[2025-02-27 16:41:31,948 INFO hook.py line 289 276539] Test: [9/78] Loss 1.2340 +[2025-02-27 16:41:31,986 INFO hook.py line 289 276539] Test: [10/78] Loss 1.0187 +[2025-02-27 16:41:32,031 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5684 +[2025-02-27 16:41:32,066 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7536 +[2025-02-27 16:41:32,120 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1606 +[2025-02-27 16:41:32,166 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7116 +[2025-02-27 16:41:32,207 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0494 +[2025-02-27 16:41:32,256 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2099 +[2025-02-27 16:41:32,292 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5918 +[2025-02-27 16:41:32,323 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7171 +[2025-02-27 16:41:32,368 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7796 +[2025-02-27 16:41:32,399 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1753 +[2025-02-27 16:41:32,433 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2793 +[2025-02-27 16:41:32,471 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2877 +[2025-02-27 16:41:32,511 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8556 +[2025-02-27 16:41:32,554 INFO hook.py line 289 276539] Test: [24/78] Loss 0.5593 +[2025-02-27 16:41:32,598 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8451 +[2025-02-27 16:41:32,636 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6882 +[2025-02-27 16:41:32,685 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4163 +[2025-02-27 16:41:32,716 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4568 +[2025-02-27 16:41:32,748 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3294 +[2025-02-27 16:41:32,803 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5718 +[2025-02-27 16:41:32,858 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4167 +[2025-02-27 16:41:32,891 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6158 +[2025-02-27 16:41:32,942 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3282 +[2025-02-27 16:41:32,976 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0158 +[2025-02-27 16:41:33,011 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4607 +[2025-02-27 16:41:33,053 INFO hook.py line 289 276539] Test: [36/78] Loss 0.6611 +[2025-02-27 16:41:33,096 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5534 +[2025-02-27 16:41:33,127 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2452 +[2025-02-27 16:41:33,187 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3831 +[2025-02-27 16:41:33,237 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6581 +[2025-02-27 16:41:33,277 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9849 +[2025-02-27 16:41:33,304 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1390 +[2025-02-27 16:41:33,346 INFO hook.py line 289 276539] Test: [43/78] Loss 0.3609 +[2025-02-27 16:41:33,401 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7277 +[2025-02-27 16:41:33,434 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5251 +[2025-02-27 16:41:33,480 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6058 +[2025-02-27 16:41:33,514 INFO hook.py line 289 276539] Test: [47/78] Loss 1.3723 +[2025-02-27 16:41:33,544 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6254 +[2025-02-27 16:41:33,574 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8907 +[2025-02-27 16:41:33,603 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8086 +[2025-02-27 16:41:33,630 INFO hook.py line 289 276539] Test: [51/78] Loss 1.5279 +[2025-02-27 16:41:33,662 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9015 +[2025-02-27 16:41:33,687 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2851 +[2025-02-27 16:41:33,720 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5365 +[2025-02-27 16:41:33,754 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0874 +[2025-02-27 16:41:33,792 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2734 +[2025-02-27 16:41:33,823 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7051 +[2025-02-27 16:41:33,847 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6934 +[2025-02-27 16:41:33,884 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7754 +[2025-02-27 16:41:33,915 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5597 +[2025-02-27 16:41:33,938 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7089 +[2025-02-27 16:41:33,969 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6236 +[2025-02-27 16:41:34,003 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0714 +[2025-02-27 16:41:34,055 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0681 +[2025-02-27 16:41:34,083 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0059 +[2025-02-27 16:41:34,122 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6022 +[2025-02-27 16:41:34,159 INFO hook.py line 289 276539] Test: [67/78] Loss 1.2405 +[2025-02-27 16:41:34,189 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9137 +[2025-02-27 16:41:34,217 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2847 +[2025-02-27 16:41:34,270 INFO hook.py line 289 276539] Test: [70/78] Loss 0.6889 +[2025-02-27 16:41:34,311 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1642 +[2025-02-27 16:41:34,359 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3108 +[2025-02-27 16:41:34,405 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3610 +[2025-02-27 16:41:34,446 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5101 +[2025-02-27 16:41:34,494 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5456 +[2025-02-27 16:41:34,523 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8958 +[2025-02-27 16:41:34,576 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4463 +[2025-02-27 16:41:34,602 INFO hook.py line 289 276539] Test: [78/78] Loss 1.2043 +[2025-02-27 16:41:36,196 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:41:36,197 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:41:36,197 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] wall : 0.7956 0.9250 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] floor : 0.9597 0.9771 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] cabinet : 0.5894 0.7436 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] bed : 0.7715 0.8851 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] chair : 0.8811 0.9182 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] sofa : 0.7854 0.8859 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] table : 0.6596 0.7120 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] door : 0.5810 0.6642 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] window : 0.5334 0.6756 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] bookshelf : 0.7430 0.8622 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] picture : 0.1842 0.5753 +[2025-02-27 16:41:36,198 INFO hook.py line 232 276539] counter : 0.6430 0.7426 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] desk : 0.5855 0.8049 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] curtain : 0.5647 0.6126 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] refridgerator : 0.5448 0.5824 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] shower curtain : 0.4482 0.4605 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] toilet : 0.8619 0.9566 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] sink : 0.6384 0.7753 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] bathtub : 0.8593 0.8976 +[2025-02-27 16:41:36,200 INFO hook.py line 232 276539] otherfurniture : 0.4732 0.5781 +[2025-02-27 16:41:36,200 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:41:36,200 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6552/0.7617/0.8700. +[2025-02-27 16:41:36,201 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:41:36,213 INFO misc.py line 164 276539] Currently Best mIoU: 0.6620 +[2025-02-27 16:41:36,213 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:41:59,428 INFO hook.py line 109 276539] Train: [38/100][50/300] Data 0.006 (0.005) Batch 0.290 (0.319) Remain 01:40:21 loss: 0.5867 Lr: 4.45786e-03 +[2025-02-27 16:42:13,516 INFO hook.py line 109 276539] Train: [38/100][100/300] Data 0.010 (0.005) Batch 0.466 (0.300) Remain 01:34:00 loss: 0.7272 Lr: 4.44339e-03 +[2025-02-27 16:42:26,664 INFO hook.py line 109 276539] Train: [38/100][150/300] Data 0.004 (0.005) Batch 0.288 (0.287) Remain 01:29:48 loss: 0.8223 Lr: 4.42887e-03 +[2025-02-27 16:42:44,047 INFO hook.py line 109 276539] Train: [38/100][200/300] Data 0.004 (0.005) Batch 0.313 (0.303) Remain 01:34:20 loss: 0.5117 Lr: 4.41431e-03 +[2025-02-27 16:43:01,745 INFO hook.py line 109 276539] Train: [38/100][250/300] Data 0.004 (0.005) Batch 0.323 (0.313) Remain 01:37:18 loss: 0.3777 Lr: 4.39971e-03 +[2025-02-27 16:43:16,129 INFO hook.py line 109 276539] Train: [38/100][300/300] Data 0.002 (0.005) Batch 0.208 (0.309) Remain 01:35:43 loss: 0.6708 Lr: 4.38507e-03 +[2025-02-27 16:43:16,130 INFO misc.py line 135 276539] Train result: loss: 0.6152 +[2025-02-27 16:43:16,220 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:43:35,015 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2000 +[2025-02-27 16:43:36,485 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9848 +[2025-02-27 16:43:36,525 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5302 +[2025-02-27 16:43:36,584 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6082 +[2025-02-27 16:43:36,636 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3817 +[2025-02-27 16:43:36,964 INFO hook.py line 289 276539] Test: [6/78] Loss 1.2879 +[2025-02-27 16:43:37,020 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6540 +[2025-02-27 16:43:37,068 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2950 +[2025-02-27 16:43:37,119 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7617 +[2025-02-27 16:43:37,162 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6036 +[2025-02-27 16:43:37,218 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3971 +[2025-02-27 16:43:37,263 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8547 +[2025-02-27 16:43:37,314 INFO hook.py line 289 276539] Test: [13/78] Loss 1.6461 +[2025-02-27 16:43:37,380 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7349 +[2025-02-27 16:43:37,417 INFO hook.py line 289 276539] Test: [15/78] Loss 1.8157 +[2025-02-27 16:43:37,477 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1070 +[2025-02-27 16:43:37,527 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5058 +[2025-02-27 16:43:37,567 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6308 +[2025-02-27 16:43:37,617 INFO hook.py line 289 276539] Test: [19/78] Loss 1.5591 +[2025-02-27 16:43:37,660 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0259 +[2025-02-27 16:43:37,704 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3334 +[2025-02-27 16:43:37,752 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3447 +[2025-02-27 16:43:37,793 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7194 +[2025-02-27 16:43:37,848 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8118 +[2025-02-27 16:43:37,896 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6315 +[2025-02-27 16:43:37,949 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7394 +[2025-02-27 16:43:38,008 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9227 +[2025-02-27 16:43:38,050 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7807 +[2025-02-27 16:43:38,092 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2954 +[2025-02-27 16:43:38,150 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3678 +[2025-02-27 16:43:38,211 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3985 +[2025-02-27 16:43:38,258 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4825 +[2025-02-27 16:43:38,317 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1894 +[2025-02-27 16:43:38,364 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0465 +[2025-02-27 16:43:38,416 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3759 +[2025-02-27 16:43:38,463 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7306 +[2025-02-27 16:43:38,512 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4629 +[2025-02-27 16:43:38,555 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2736 +[2025-02-27 16:43:38,623 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4901 +[2025-02-27 16:43:38,669 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2663 +[2025-02-27 16:43:38,722 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8272 +[2025-02-27 16:43:38,763 INFO hook.py line 289 276539] Test: [42/78] Loss 0.4128 +[2025-02-27 16:43:38,815 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2518 +[2025-02-27 16:43:38,869 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6487 +[2025-02-27 16:43:38,902 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5220 +[2025-02-27 16:43:38,946 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6053 +[2025-02-27 16:43:38,984 INFO hook.py line 289 276539] Test: [47/78] Loss 0.9831 +[2025-02-27 16:43:39,016 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8825 +[2025-02-27 16:43:39,048 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1412 +[2025-02-27 16:43:39,079 INFO hook.py line 289 276539] Test: [50/78] Loss 1.5912 +[2025-02-27 16:43:39,110 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9140 +[2025-02-27 16:43:39,144 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0165 +[2025-02-27 16:43:39,172 INFO hook.py line 289 276539] Test: [53/78] Loss 0.6117 +[2025-02-27 16:43:39,208 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5460 +[2025-02-27 16:43:39,245 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0628 +[2025-02-27 16:43:39,284 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2525 +[2025-02-27 16:43:39,315 INFO hook.py line 289 276539] Test: [57/78] Loss 1.2626 +[2025-02-27 16:43:39,342 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5972 +[2025-02-27 16:43:39,379 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7033 +[2025-02-27 16:43:39,413 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6845 +[2025-02-27 16:43:39,443 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9730 +[2025-02-27 16:43:39,478 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6249 +[2025-02-27 16:43:39,512 INFO hook.py line 289 276539] Test: [63/78] Loss 1.6733 +[2025-02-27 16:43:39,567 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0728 +[2025-02-27 16:43:39,602 INFO hook.py line 289 276539] Test: [65/78] Loss 1.3743 +[2025-02-27 16:43:39,642 INFO hook.py line 289 276539] Test: [66/78] Loss 0.9102 +[2025-02-27 16:43:39,680 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3750 +[2025-02-27 16:43:39,713 INFO hook.py line 289 276539] Test: [68/78] Loss 1.3273 +[2025-02-27 16:43:39,749 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3368 +[2025-02-27 16:43:39,804 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5117 +[2025-02-27 16:43:39,844 INFO hook.py line 289 276539] Test: [71/78] Loss 1.0691 +[2025-02-27 16:43:39,895 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2077 +[2025-02-27 16:43:39,943 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5981 +[2025-02-27 16:43:39,983 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3818 +[2025-02-27 16:43:40,031 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3161 +[2025-02-27 16:43:40,060 INFO hook.py line 289 276539] Test: [76/78] Loss 0.4975 +[2025-02-27 16:43:40,114 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4372 +[2025-02-27 16:43:40,149 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6050 +[2025-02-27 16:43:41,704 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:43:41,706 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:43:41,713 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:43:41,713 INFO hook.py line 232 276539] wall : 0.8289 0.9201 +[2025-02-27 16:43:41,713 INFO hook.py line 232 276539] floor : 0.9589 0.9832 +[2025-02-27 16:43:41,714 INFO hook.py line 232 276539] cabinet : 0.5537 0.6495 +[2025-02-27 16:43:41,714 INFO hook.py line 232 276539] bed : 0.7351 0.7573 +[2025-02-27 16:43:41,714 INFO hook.py line 232 276539] chair : 0.8468 0.9596 +[2025-02-27 16:43:41,714 INFO hook.py line 232 276539] sofa : 0.7203 0.7599 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] table : 0.6545 0.8343 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] door : 0.5825 0.6954 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] window : 0.5794 0.7471 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] bookshelf : 0.7250 0.8160 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] picture : 0.3188 0.4274 +[2025-02-27 16:43:41,715 INFO hook.py line 232 276539] counter : 0.6160 0.7434 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] desk : 0.5295 0.6957 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] curtain : 0.6259 0.8359 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] refridgerator : 0.5824 0.6795 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] shower curtain : 0.5467 0.6461 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] toilet : 0.8290 0.9734 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] sink : 0.5905 0.7035 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] bathtub : 0.8547 0.8919 +[2025-02-27 16:43:41,716 INFO hook.py line 232 276539] otherfurniture : 0.4978 0.6544 +[2025-02-27 16:43:41,716 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:43:41,716 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6588/0.7687/0.8764. +[2025-02-27 16:43:41,717 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:43:41,745 INFO misc.py line 164 276539] Currently Best mIoU: 0.6620 +[2025-02-27 16:43:41,746 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:44:08,203 INFO hook.py line 109 276539] Train: [39/100][50/300] Data 0.012 (0.007) Batch 0.313 (0.368) Remain 01:53:43 loss: 0.5547 Lr: 4.37038e-03 +[2025-02-27 16:44:25,884 INFO hook.py line 109 276539] Train: [39/100][100/300] Data 0.012 (0.007) Batch 0.378 (0.360) Remain 01:51:08 loss: 0.6783 Lr: 4.35565e-03 +[2025-02-27 16:44:43,637 INFO hook.py line 109 276539] Train: [39/100][150/300] Data 0.013 (0.007) Batch 0.434 (0.359) Remain 01:50:17 loss: 0.3712 Lr: 4.34088e-03 +[2025-02-27 16:45:01,427 INFO hook.py line 109 276539] Train: [39/100][200/300] Data 0.004 (0.007) Batch 0.323 (0.358) Remain 01:49:45 loss: 0.6775 Lr: 4.32607e-03 +[2025-02-27 16:45:18,964 INFO hook.py line 109 276539] Train: [39/100][250/300] Data 0.004 (0.006) Batch 0.356 (0.356) Remain 01:49:01 loss: 0.6677 Lr: 4.31122e-03 +[2025-02-27 16:45:32,563 INFO hook.py line 109 276539] Train: [39/100][300/300] Data 0.002 (0.006) Batch 0.198 (0.342) Remain 01:44:23 loss: 0.6545 Lr: 4.29633e-03 +[2025-02-27 16:45:32,565 INFO misc.py line 135 276539] Train result: loss: 0.6169 +[2025-02-27 16:45:32,659 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:45:53,034 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1974 +[2025-02-27 16:45:53,081 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8007 +[2025-02-27 16:45:53,124 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3183 +[2025-02-27 16:45:53,186 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5152 +[2025-02-27 16:45:53,242 INFO hook.py line 289 276539] Test: [5/78] Loss 0.6584 +[2025-02-27 16:45:53,312 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5962 +[2025-02-27 16:45:53,368 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4858 +[2025-02-27 16:45:53,426 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3521 +[2025-02-27 16:45:53,472 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9525 +[2025-02-27 16:45:53,522 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6472 +[2025-02-27 16:45:53,571 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6183 +[2025-02-27 16:45:53,621 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0497 +[2025-02-27 16:45:54,107 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1308 +[2025-02-27 16:45:54,207 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0272 +[2025-02-27 16:45:54,250 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4753 +[2025-02-27 16:45:54,567 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1320 +[2025-02-27 16:45:54,602 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6032 +[2025-02-27 16:45:54,634 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5285 +[2025-02-27 16:45:54,678 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3218 +[2025-02-27 16:45:54,710 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9900 +[2025-02-27 16:45:54,745 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2480 +[2025-02-27 16:45:54,781 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3197 +[2025-02-27 16:45:54,818 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8832 +[2025-02-27 16:45:54,860 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6322 +[2025-02-27 16:45:54,899 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7716 +[2025-02-27 16:45:54,938 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6001 +[2025-02-27 16:45:54,985 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1017 +[2025-02-27 16:45:55,015 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5292 +[2025-02-27 16:45:55,039 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3413 +[2025-02-27 16:45:55,090 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7935 +[2025-02-27 16:45:55,143 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4573 +[2025-02-27 16:45:55,175 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5195 +[2025-02-27 16:45:55,224 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3206 +[2025-02-27 16:45:55,259 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9206 +[2025-02-27 16:45:55,293 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3439 +[2025-02-27 16:45:55,335 INFO hook.py line 289 276539] Test: [36/78] Loss 0.6062 +[2025-02-27 16:45:55,373 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7798 +[2025-02-27 16:45:55,401 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3594 +[2025-02-27 16:45:55,461 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4218 +[2025-02-27 16:45:55,503 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4660 +[2025-02-27 16:45:55,541 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9953 +[2025-02-27 16:45:55,567 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2853 +[2025-02-27 16:45:55,602 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2339 +[2025-02-27 16:45:55,655 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5052 +[2025-02-27 16:45:55,683 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4649 +[2025-02-27 16:45:55,727 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6196 +[2025-02-27 16:45:55,762 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8184 +[2025-02-27 16:45:55,793 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5418 +[2025-02-27 16:45:55,828 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1363 +[2025-02-27 16:45:55,861 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9404 +[2025-02-27 16:45:55,891 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0285 +[2025-02-27 16:45:55,928 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9590 +[2025-02-27 16:45:55,956 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3619 +[2025-02-27 16:45:55,993 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9158 +[2025-02-27 16:45:56,032 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0596 +[2025-02-27 16:45:56,074 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2446 +[2025-02-27 16:45:56,109 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0201 +[2025-02-27 16:45:56,139 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5278 +[2025-02-27 16:45:56,178 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7640 +[2025-02-27 16:45:56,216 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9954 +[2025-02-27 16:45:56,246 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8528 +[2025-02-27 16:45:56,285 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5737 +[2025-02-27 16:45:56,323 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2542 +[2025-02-27 16:45:56,378 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3721 +[2025-02-27 16:45:56,404 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2656 +[2025-02-27 16:45:56,442 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5818 +[2025-02-27 16:45:56,479 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8721 +[2025-02-27 16:45:56,510 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9464 +[2025-02-27 16:45:56,538 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3346 +[2025-02-27 16:45:56,591 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9496 +[2025-02-27 16:45:56,631 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7986 +[2025-02-27 16:45:56,680 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2841 +[2025-02-27 16:45:56,727 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4541 +[2025-02-27 16:45:56,767 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7919 +[2025-02-27 16:45:56,814 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4555 +[2025-02-27 16:45:56,841 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6633 +[2025-02-27 16:45:56,894 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6291 +[2025-02-27 16:45:56,920 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7295 +[2025-02-27 16:45:58,181 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:45:58,182 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:45:58,182 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] wall : 0.8275 0.9374 +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] floor : 0.9590 0.9777 +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] cabinet : 0.5513 0.7442 +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] bed : 0.7570 0.8350 +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] chair : 0.8881 0.9444 +[2025-02-27 16:45:58,183 INFO hook.py line 232 276539] sofa : 0.8125 0.8669 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] table : 0.6415 0.7540 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] door : 0.5959 0.6934 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] window : 0.5264 0.6419 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] bookshelf : 0.7535 0.8929 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] picture : 0.2775 0.4217 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] counter : 0.5781 0.8210 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] desk : 0.5527 0.7689 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] curtain : 0.6580 0.7232 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] refridgerator : 0.5627 0.6472 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] shower curtain : 0.5933 0.6389 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] toilet : 0.8875 0.9331 +[2025-02-27 16:45:58,184 INFO hook.py line 232 276539] sink : 0.6147 0.7051 +[2025-02-27 16:45:58,185 INFO hook.py line 232 276539] bathtub : 0.8851 0.9164 +[2025-02-27 16:45:58,185 INFO hook.py line 232 276539] otherfurniture : 0.5112 0.6091 +[2025-02-27 16:45:58,185 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:45:58,185 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6717/0.7736/0.8801. +[2025-02-27 16:45:58,185 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:45:58,201 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6717 +[2025-02-27 16:45:58,201 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:45:58,201 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:46:21,418 INFO hook.py line 109 276539] Train: [40/100][50/300] Data 0.010 (0.008) Batch 0.305 (0.335) Remain 01:41:56 loss: 0.5808 Lr: 4.28140e-03 +[2025-02-27 16:46:37,069 INFO hook.py line 109 276539] Train: [40/100][100/300] Data 0.002 (0.007) Batch 0.359 (0.324) Remain 01:38:12 loss: 0.7320 Lr: 4.26643e-03 +[2025-02-27 16:46:52,389 INFO hook.py line 109 276539] Train: [40/100][150/300] Data 0.005 (0.006) Batch 0.373 (0.318) Remain 01:36:08 loss: 0.8224 Lr: 4.25142e-03 +[2025-02-27 16:47:08,352 INFO hook.py line 109 276539] Train: [40/100][200/300] Data 0.006 (0.006) Batch 0.314 (0.318) Remain 01:35:59 loss: 0.7148 Lr: 4.23638e-03 +[2025-02-27 16:47:21,618 INFO hook.py line 109 276539] Train: [40/100][250/300] Data 0.004 (0.006) Batch 0.286 (0.307) Remain 01:32:29 loss: 0.5680 Lr: 4.22129e-03 +[2025-02-27 16:47:33,822 INFO hook.py line 109 276539] Train: [40/100][300/300] Data 0.002 (0.005) Batch 0.206 (0.297) Remain 01:29:02 loss: 0.6757 Lr: 4.20617e-03 +[2025-02-27 16:47:33,823 INFO misc.py line 135 276539] Train result: loss: 0.6357 +[2025-02-27 16:47:33,914 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:47:52,190 INFO hook.py line 289 276539] Test: [1/78] Loss 0.2048 +[2025-02-27 16:47:53,698 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7888 +[2025-02-27 16:47:55,414 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3636 +[2025-02-27 16:47:55,460 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6644 +[2025-02-27 16:47:55,493 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2744 +[2025-02-27 16:47:55,544 INFO hook.py line 289 276539] Test: [6/78] Loss 1.1690 +[2025-02-27 16:47:55,596 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5607 +[2025-02-27 16:47:55,640 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3362 +[2025-02-27 16:47:55,684 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0326 +[2025-02-27 16:47:55,728 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7984 +[2025-02-27 16:47:55,788 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6161 +[2025-02-27 16:47:55,831 INFO hook.py line 289 276539] Test: [12/78] Loss 0.6059 +[2025-02-27 16:47:55,878 INFO hook.py line 289 276539] Test: [13/78] Loss 1.6917 +[2025-02-27 16:47:55,932 INFO hook.py line 289 276539] Test: [14/78] Loss 1.5927 +[2025-02-27 16:47:55,977 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6299 +[2025-02-27 16:47:56,032 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1680 +[2025-02-27 16:47:56,078 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6677 +[2025-02-27 16:47:56,124 INFO hook.py line 289 276539] Test: [18/78] Loss 0.9107 +[2025-02-27 16:47:56,177 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1047 +[2025-02-27 16:47:56,212 INFO hook.py line 289 276539] Test: [20/78] Loss 0.9299 +[2025-02-27 16:47:56,254 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2367 +[2025-02-27 16:47:56,302 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3463 +[2025-02-27 16:47:56,332 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6974 +[2025-02-27 16:47:56,386 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7577 +[2025-02-27 16:47:56,435 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7174 +[2025-02-27 16:47:56,492 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5748 +[2025-02-27 16:47:56,554 INFO hook.py line 289 276539] Test: [27/78] Loss 0.8537 +[2025-02-27 16:47:56,607 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4407 +[2025-02-27 16:47:56,638 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2740 +[2025-02-27 16:47:56,692 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6201 +[2025-02-27 16:47:56,749 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4452 +[2025-02-27 16:47:56,796 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5159 +[2025-02-27 16:47:56,852 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2337 +[2025-02-27 16:47:56,907 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0078 +[2025-02-27 16:47:56,950 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2438 +[2025-02-27 16:47:56,998 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0061 +[2025-02-27 16:47:57,044 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4672 +[2025-02-27 16:47:57,086 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2637 +[2025-02-27 16:47:57,152 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5819 +[2025-02-27 16:47:57,206 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2686 +[2025-02-27 16:47:57,258 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9893 +[2025-02-27 16:47:57,302 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2022 +[2025-02-27 16:47:57,356 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2340 +[2025-02-27 16:47:57,411 INFO hook.py line 289 276539] Test: [44/78] Loss 0.3786 +[2025-02-27 16:47:57,455 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5924 +[2025-02-27 16:47:57,517 INFO hook.py line 289 276539] Test: [46/78] Loss 0.9315 +[2025-02-27 16:47:57,559 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9381 +[2025-02-27 16:47:57,596 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6934 +[2025-02-27 16:47:57,635 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9763 +[2025-02-27 16:47:57,675 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0917 +[2025-02-27 16:47:57,706 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5321 +[2025-02-27 16:47:57,739 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9273 +[2025-02-27 16:47:57,764 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2360 +[2025-02-27 16:47:57,799 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6875 +[2025-02-27 16:47:57,834 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0639 +[2025-02-27 16:47:57,873 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2135 +[2025-02-27 16:47:57,906 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8943 +[2025-02-27 16:47:57,933 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4454 +[2025-02-27 16:47:57,971 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7813 +[2025-02-27 16:47:58,002 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7745 +[2025-02-27 16:47:58,026 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5801 +[2025-02-27 16:47:58,060 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4946 +[2025-02-27 16:47:58,095 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2578 +[2025-02-27 16:47:58,149 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3658 +[2025-02-27 16:47:58,176 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0246 +[2025-02-27 16:47:58,216 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5537 +[2025-02-27 16:47:58,254 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3575 +[2025-02-27 16:47:58,286 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9500 +[2025-02-27 16:47:58,314 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3211 +[2025-02-27 16:47:58,368 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8439 +[2025-02-27 16:47:58,411 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8307 +[2025-02-27 16:47:58,461 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3261 +[2025-02-27 16:47:58,510 INFO hook.py line 289 276539] Test: [73/78] Loss 0.7613 +[2025-02-27 16:47:58,549 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6991 +[2025-02-27 16:47:58,596 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5278 +[2025-02-27 16:47:58,625 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8099 +[2025-02-27 16:47:58,680 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5182 +[2025-02-27 16:47:58,706 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4981 +[2025-02-27 16:48:00,254 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:48:00,255 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:48:00,255 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] wall : 0.8081 0.9166 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] floor : 0.9612 0.9851 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] cabinet : 0.5595 0.6428 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] bed : 0.7673 0.8188 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] chair : 0.8924 0.9294 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] sofa : 0.8222 0.8675 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] table : 0.6914 0.8280 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] door : 0.5442 0.7060 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] window : 0.4759 0.5907 +[2025-02-27 16:48:00,255 INFO hook.py line 232 276539] bookshelf : 0.7712 0.9178 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] picture : 0.2682 0.3478 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] counter : 0.5212 0.8120 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] desk : 0.5699 0.6757 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] curtain : 0.5585 0.8470 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] refridgerator : 0.4448 0.7229 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] shower curtain : 0.4605 0.8500 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] toilet : 0.9395 0.9493 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] sink : 0.6218 0.7278 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] bathtub : 0.8591 0.8791 +[2025-02-27 16:48:00,256 INFO hook.py line 232 276539] otherfurniture : 0.4743 0.5726 +[2025-02-27 16:48:00,256 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:48:00,256 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6506/0.7794/0.8725. +[2025-02-27 16:48:00,257 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:48:00,280 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:48:00,280 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:48:27,086 INFO hook.py line 109 276539] Train: [41/100][50/300] Data 0.005 (0.007) Batch 0.288 (0.379) Remain 01:53:27 loss: 0.6434 Lr: 4.19102e-03 +[2025-02-27 16:48:44,999 INFO hook.py line 109 276539] Train: [41/100][100/300] Data 0.004 (0.007) Batch 0.385 (0.368) Remain 01:49:55 loss: 0.5225 Lr: 4.17582e-03 +[2025-02-27 16:49:02,448 INFO hook.py line 109 276539] Train: [41/100][150/300] Data 0.004 (0.007) Batch 0.326 (0.362) Remain 01:47:37 loss: 0.7834 Lr: 4.16060e-03 +[2025-02-27 16:49:20,420 INFO hook.py line 109 276539] Train: [41/100][200/300] Data 0.003 (0.007) Batch 0.364 (0.361) Remain 01:47:09 loss: 0.4654 Lr: 4.14533e-03 +[2025-02-27 16:49:37,660 INFO hook.py line 109 276539] Train: [41/100][250/300] Data 0.003 (0.007) Batch 0.435 (0.358) Remain 01:45:52 loss: 0.7470 Lr: 4.13003e-03 +[2025-02-27 16:49:51,849 INFO hook.py line 109 276539] Train: [41/100][300/300] Data 0.002 (0.006) Batch 0.212 (0.345) Remain 01:41:53 loss: 0.4727 Lr: 4.11470e-03 +[2025-02-27 16:49:51,850 INFO misc.py line 135 276539] Train result: loss: 0.6046 +[2025-02-27 16:49:51,943 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:50:12,322 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1569 +[2025-02-27 16:50:12,368 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6389 +[2025-02-27 16:50:12,405 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4610 +[2025-02-27 16:50:12,495 INFO hook.py line 289 276539] Test: [4/78] Loss 0.7495 +[2025-02-27 16:50:12,594 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3064 +[2025-02-27 16:50:12,716 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3076 +[2025-02-27 16:50:12,764 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6487 +[2025-02-27 16:50:13,344 INFO hook.py line 289 276539] Test: [8/78] Loss 0.5849 +[2025-02-27 16:50:13,397 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0358 +[2025-02-27 16:50:13,431 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4439 +[2025-02-27 16:50:13,487 INFO hook.py line 289 276539] Test: [11/78] Loss 0.8000 +[2025-02-27 16:50:13,519 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9990 +[2025-02-27 16:50:13,566 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4576 +[2025-02-27 16:50:13,604 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9973 +[2025-02-27 16:50:13,639 INFO hook.py line 289 276539] Test: [15/78] Loss 1.7843 +[2025-02-27 16:50:13,684 INFO hook.py line 289 276539] Test: [16/78] Loss 1.4836 +[2025-02-27 16:50:13,720 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7803 +[2025-02-27 16:50:13,751 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6329 +[2025-02-27 16:50:13,805 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0856 +[2025-02-27 16:50:13,845 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4426 +[2025-02-27 16:50:13,885 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2440 +[2025-02-27 16:50:13,921 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2024 +[2025-02-27 16:50:13,950 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8242 +[2025-02-27 16:50:14,013 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7089 +[2025-02-27 16:50:14,063 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9362 +[2025-02-27 16:50:14,111 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5179 +[2025-02-27 16:50:14,160 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0670 +[2025-02-27 16:50:14,202 INFO hook.py line 289 276539] Test: [28/78] Loss 1.2197 +[2025-02-27 16:50:14,239 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3364 +[2025-02-27 16:50:14,290 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6163 +[2025-02-27 16:50:14,354 INFO hook.py line 289 276539] Test: [31/78] Loss 0.7976 +[2025-02-27 16:50:14,403 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5571 +[2025-02-27 16:50:14,462 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2436 +[2025-02-27 16:50:14,503 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9757 +[2025-02-27 16:50:14,542 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3122 +[2025-02-27 16:50:14,589 INFO hook.py line 289 276539] Test: [36/78] Loss 0.4924 +[2025-02-27 16:50:14,629 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7620 +[2025-02-27 16:50:14,669 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2129 +[2025-02-27 16:50:14,738 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4927 +[2025-02-27 16:50:14,785 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6136 +[2025-02-27 16:50:14,831 INFO hook.py line 289 276539] Test: [41/78] Loss 1.2199 +[2025-02-27 16:50:14,877 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1345 +[2025-02-27 16:50:14,918 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1956 +[2025-02-27 16:50:14,986 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5321 +[2025-02-27 16:50:15,020 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5980 +[2025-02-27 16:50:15,067 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7860 +[2025-02-27 16:50:15,112 INFO hook.py line 289 276539] Test: [47/78] Loss 1.2876 +[2025-02-27 16:50:15,152 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6888 +[2025-02-27 16:50:15,187 INFO hook.py line 289 276539] Test: [49/78] Loss 1.4673 +[2025-02-27 16:50:15,224 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1021 +[2025-02-27 16:50:15,253 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7985 +[2025-02-27 16:50:15,287 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0007 +[2025-02-27 16:50:15,317 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4009 +[2025-02-27 16:50:15,357 INFO hook.py line 289 276539] Test: [54/78] Loss 2.2627 +[2025-02-27 16:50:15,394 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1388 +[2025-02-27 16:50:15,433 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2849 +[2025-02-27 16:50:15,466 INFO hook.py line 289 276539] Test: [57/78] Loss 0.9079 +[2025-02-27 16:50:15,500 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6632 +[2025-02-27 16:50:15,539 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7319 +[2025-02-27 16:50:15,576 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7728 +[2025-02-27 16:50:15,609 INFO hook.py line 289 276539] Test: [61/78] Loss 1.3808 +[2025-02-27 16:50:15,651 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4971 +[2025-02-27 16:50:15,686 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2757 +[2025-02-27 16:50:15,741 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5255 +[2025-02-27 16:50:15,768 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9383 +[2025-02-27 16:50:15,809 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7271 +[2025-02-27 16:50:15,849 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4362 +[2025-02-27 16:50:15,882 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9224 +[2025-02-27 16:50:15,911 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3966 +[2025-02-27 16:50:15,966 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1128 +[2025-02-27 16:50:16,009 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9426 +[2025-02-27 16:50:16,059 INFO hook.py line 289 276539] Test: [72/78] Loss 0.7364 +[2025-02-27 16:50:16,108 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4352 +[2025-02-27 16:50:16,148 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0344 +[2025-02-27 16:50:16,196 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6306 +[2025-02-27 16:50:16,235 INFO hook.py line 289 276539] Test: [76/78] Loss 1.1182 +[2025-02-27 16:50:16,291 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6479 +[2025-02-27 16:50:16,322 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6673 +[2025-02-27 16:50:17,939 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:50:17,940 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:50:17,940 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:50:17,940 INFO hook.py line 232 276539] wall : 0.8041 0.9257 +[2025-02-27 16:50:17,940 INFO hook.py line 232 276539] floor : 0.9508 0.9743 +[2025-02-27 16:50:17,940 INFO hook.py line 232 276539] cabinet : 0.5580 0.6333 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] bed : 0.7271 0.7700 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] chair : 0.8817 0.9171 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] sofa : 0.7576 0.9366 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] table : 0.6764 0.8248 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] door : 0.5973 0.7339 +[2025-02-27 16:50:17,941 INFO hook.py line 232 276539] window : 0.3320 0.3473 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] bookshelf : 0.7336 0.8741 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] picture : 0.3049 0.4854 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] counter : 0.5742 0.8098 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] desk : 0.5882 0.7398 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] curtain : 0.5962 0.7352 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] refridgerator : 0.5144 0.5648 +[2025-02-27 16:50:17,942 INFO hook.py line 232 276539] shower curtain : 0.4810 0.8491 +[2025-02-27 16:50:17,943 INFO hook.py line 232 276539] toilet : 0.8222 0.9710 +[2025-02-27 16:50:17,943 INFO hook.py line 232 276539] sink : 0.5860 0.8000 +[2025-02-27 16:50:17,943 INFO hook.py line 232 276539] bathtub : 0.5357 0.9511 +[2025-02-27 16:50:17,943 INFO hook.py line 232 276539] otherfurniture : 0.4644 0.6579 +[2025-02-27 16:50:17,943 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:50:17,943 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6243/0.7751/0.8663. +[2025-02-27 16:50:17,944 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:50:17,956 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:50:17,956 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:50:44,318 INFO hook.py line 109 276539] Train: [42/100][50/300] Data 0.009 (0.007) Batch 0.380 (0.365) Remain 01:47:21 loss: 0.6068 Lr: 4.09933e-03 +[2025-02-27 16:51:01,472 INFO hook.py line 109 276539] Train: [42/100][100/300] Data 0.005 (0.006) Batch 0.428 (0.354) Remain 01:43:44 loss: 0.6843 Lr: 4.08393e-03 +[2025-02-27 16:51:17,060 INFO hook.py line 109 276539] Train: [42/100][150/300] Data 0.004 (0.006) Batch 0.325 (0.339) Remain 01:39:16 loss: 0.6224 Lr: 4.06850e-03 +[2025-02-27 16:51:32,556 INFO hook.py line 109 276539] Train: [42/100][200/300] Data 0.013 (0.006) Batch 0.349 (0.332) Remain 01:36:48 loss: 0.6004 Lr: 4.05304e-03 +[2025-02-27 16:51:48,226 INFO hook.py line 109 276539] Train: [42/100][250/300] Data 0.002 (0.006) Batch 0.354 (0.328) Remain 01:35:26 loss: 0.4835 Lr: 4.03754e-03 +[2025-02-27 16:52:00,452 INFO hook.py line 109 276539] Train: [42/100][300/300] Data 0.001 (0.005) Batch 0.196 (0.314) Remain 01:31:05 loss: 0.7769 Lr: 4.02201e-03 +[2025-02-27 16:52:00,453 INFO misc.py line 135 276539] Train result: loss: 0.5926 +[2025-02-27 16:52:00,541 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:52:15,084 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1768 +[2025-02-27 16:52:15,413 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8502 +[2025-02-27 16:52:15,446 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3669 +[2025-02-27 16:52:15,492 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6833 +[2025-02-27 16:52:15,524 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2870 +[2025-02-27 16:52:15,575 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6067 +[2025-02-27 16:52:15,622 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6597 +[2025-02-27 16:52:15,656 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4259 +[2025-02-27 16:52:15,697 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8720 +[2025-02-27 16:52:15,752 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5981 +[2025-02-27 16:52:15,796 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5987 +[2025-02-27 16:52:15,832 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7313 +[2025-02-27 16:52:16,056 INFO hook.py line 289 276539] Test: [13/78] Loss 0.7842 +[2025-02-27 16:52:16,091 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0169 +[2025-02-27 16:52:16,129 INFO hook.py line 289 276539] Test: [15/78] Loss 1.9623 +[2025-02-27 16:52:16,179 INFO hook.py line 289 276539] Test: [16/78] Loss 0.5568 +[2025-02-27 16:52:16,215 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5931 +[2025-02-27 16:52:16,247 INFO hook.py line 289 276539] Test: [18/78] Loss 0.8072 +[2025-02-27 16:52:16,292 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7080 +[2025-02-27 16:52:16,324 INFO hook.py line 289 276539] Test: [20/78] Loss 0.8530 +[2025-02-27 16:52:16,358 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2730 +[2025-02-27 16:52:16,395 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2378 +[2025-02-27 16:52:16,424 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8887 +[2025-02-27 16:52:16,469 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7166 +[2025-02-27 16:52:16,509 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8371 +[2025-02-27 16:52:16,555 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5938 +[2025-02-27 16:52:16,616 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0275 +[2025-02-27 16:52:16,657 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7653 +[2025-02-27 16:52:16,684 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3365 +[2025-02-27 16:52:16,740 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6487 +[2025-02-27 16:52:16,801 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5985 +[2025-02-27 16:52:16,845 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4703 +[2025-02-27 16:52:16,895 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3108 +[2025-02-27 16:52:16,932 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9708 +[2025-02-27 16:52:16,968 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4942 +[2025-02-27 16:52:17,011 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7512 +[2025-02-27 16:52:17,047 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6423 +[2025-02-27 16:52:17,089 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2698 +[2025-02-27 16:52:17,151 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1179 +[2025-02-27 16:52:17,194 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3060 +[2025-02-27 16:52:17,236 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0144 +[2025-02-27 16:52:17,280 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1938 +[2025-02-27 16:52:17,317 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1710 +[2025-02-27 16:52:17,379 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4997 +[2025-02-27 16:52:17,419 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4134 +[2025-02-27 16:52:17,468 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5862 +[2025-02-27 16:52:17,503 INFO hook.py line 289 276539] Test: [47/78] Loss 1.1995 +[2025-02-27 16:52:17,546 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6446 +[2025-02-27 16:52:17,577 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9489 +[2025-02-27 16:52:17,608 INFO hook.py line 289 276539] Test: [50/78] Loss 1.3293 +[2025-02-27 16:52:17,635 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6850 +[2025-02-27 16:52:17,669 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7537 +[2025-02-27 16:52:17,695 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4497 +[2025-02-27 16:52:17,729 INFO hook.py line 289 276539] Test: [54/78] Loss 2.5351 +[2025-02-27 16:52:17,765 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0703 +[2025-02-27 16:52:17,805 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2352 +[2025-02-27 16:52:17,839 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6100 +[2025-02-27 16:52:17,865 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5001 +[2025-02-27 16:52:17,903 INFO hook.py line 289 276539] Test: [59/78] Loss 0.5663 +[2025-02-27 16:52:17,938 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5761 +[2025-02-27 16:52:17,963 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9400 +[2025-02-27 16:52:17,996 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5042 +[2025-02-27 16:52:18,030 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8864 +[2025-02-27 16:52:18,085 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3201 +[2025-02-27 16:52:18,113 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9016 +[2025-02-27 16:52:18,152 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5797 +[2025-02-27 16:52:18,190 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5361 +[2025-02-27 16:52:18,224 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0756 +[2025-02-27 16:52:18,254 INFO hook.py line 289 276539] Test: [69/78] Loss 0.2330 +[2025-02-27 16:52:18,308 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5538 +[2025-02-27 16:52:18,350 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8342 +[2025-02-27 16:52:18,400 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3844 +[2025-02-27 16:52:18,448 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5527 +[2025-02-27 16:52:18,489 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0698 +[2025-02-27 16:52:18,538 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3817 +[2025-02-27 16:52:18,565 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9643 +[2025-02-27 16:52:18,620 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4552 +[2025-02-27 16:52:18,648 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5804 +[2025-02-27 16:52:20,289 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:52:20,290 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:52:20,290 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] wall : 0.8209 0.9371 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] floor : 0.9548 0.9847 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] cabinet : 0.5679 0.7257 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] bed : 0.7322 0.7913 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] chair : 0.8831 0.9352 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] sofa : 0.8127 0.8363 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] table : 0.6872 0.8046 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] door : 0.5809 0.7270 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] window : 0.4396 0.4701 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] bookshelf : 0.7541 0.8976 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] picture : 0.2844 0.3767 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] counter : 0.5961 0.7479 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] desk : 0.5629 0.8124 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] curtain : 0.6699 0.7438 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] refridgerator : 0.5704 0.7198 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] shower curtain : 0.5923 0.7011 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] toilet : 0.9244 0.9430 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] sink : 0.6164 0.7274 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] bathtub : 0.7598 0.9121 +[2025-02-27 16:52:20,290 INFO hook.py line 232 276539] otherfurniture : 0.5361 0.6422 +[2025-02-27 16:52:20,290 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:52:20,291 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6673/0.7718/0.8793. +[2025-02-27 16:52:20,291 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:52:20,306 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:52:20,307 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:52:45,646 INFO hook.py line 109 276539] Train: [43/100][50/300] Data 0.007 (0.007) Batch 0.458 (0.373) Remain 01:47:46 loss: 0.7024 Lr: 4.00645e-03 +[2025-02-27 16:53:02,920 INFO hook.py line 109 276539] Train: [43/100][100/300] Data 0.003 (0.006) Batch 0.307 (0.359) Remain 01:43:24 loss: 0.6584 Lr: 3.99086e-03 +[2025-02-27 16:53:21,118 INFO hook.py line 109 276539] Train: [43/100][150/300] Data 0.014 (0.007) Batch 0.319 (0.360) Remain 01:43:37 loss: 0.7223 Lr: 3.97524e-03 +[2025-02-27 16:53:38,918 INFO hook.py line 109 276539] Train: [43/100][200/300] Data 0.007 (0.006) Batch 0.407 (0.359) Remain 01:43:00 loss: 0.7339 Lr: 3.95959e-03 +[2025-02-27 16:53:56,588 INFO hook.py line 109 276539] Train: [43/100][250/300] Data 0.004 (0.006) Batch 0.368 (0.358) Remain 01:42:21 loss: 0.6505 Lr: 3.94391e-03 +[2025-02-27 16:54:10,346 INFO hook.py line 109 276539] Train: [43/100][300/300] Data 0.002 (0.006) Batch 0.208 (0.344) Remain 01:38:05 loss: 0.6415 Lr: 3.92820e-03 +[2025-02-27 16:54:10,346 INFO misc.py line 135 276539] Train result: loss: 0.5906 +[2025-02-27 16:54:10,439 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:54:30,323 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1405 +[2025-02-27 16:54:30,376 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8837 +[2025-02-27 16:54:30,440 INFO hook.py line 289 276539] Test: [3/78] Loss 0.6006 +[2025-02-27 16:54:30,500 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4818 +[2025-02-27 16:54:30,556 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3524 +[2025-02-27 16:54:30,675 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5873 +[2025-02-27 16:54:30,734 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6130 +[2025-02-27 16:54:30,779 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4520 +[2025-02-27 16:54:31,234 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8145 +[2025-02-27 16:54:31,284 INFO hook.py line 289 276539] Test: [10/78] Loss 1.0408 +[2025-02-27 16:54:31,341 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7094 +[2025-02-27 16:54:31,395 INFO hook.py line 289 276539] Test: [12/78] Loss 0.4994 +[2025-02-27 16:54:31,454 INFO hook.py line 289 276539] Test: [13/78] Loss 0.6754 +[2025-02-27 16:54:31,502 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8326 +[2025-02-27 16:54:31,549 INFO hook.py line 289 276539] Test: [15/78] Loss 1.7177 +[2025-02-27 16:54:31,609 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0916 +[2025-02-27 16:54:31,650 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6563 +[2025-02-27 16:54:31,700 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7546 +[2025-02-27 16:54:31,748 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9534 +[2025-02-27 16:54:31,799 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0858 +[2025-02-27 16:54:31,846 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2293 +[2025-02-27 16:54:31,902 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2072 +[2025-02-27 16:54:31,947 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7434 +[2025-02-27 16:54:31,999 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6181 +[2025-02-27 16:54:32,046 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8677 +[2025-02-27 16:54:32,095 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4639 +[2025-02-27 16:54:32,159 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3195 +[2025-02-27 16:54:32,205 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5444 +[2025-02-27 16:54:32,238 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2900 +[2025-02-27 16:54:32,290 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7430 +[2025-02-27 16:54:32,356 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4779 +[2025-02-27 16:54:32,393 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4612 +[2025-02-27 16:54:32,444 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2255 +[2025-02-27 16:54:32,502 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1343 +[2025-02-27 16:54:32,555 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3713 +[2025-02-27 16:54:32,608 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0361 +[2025-02-27 16:54:32,656 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5827 +[2025-02-27 16:54:32,696 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2746 +[2025-02-27 16:54:32,758 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6307 +[2025-02-27 16:54:32,806 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3981 +[2025-02-27 16:54:32,861 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9927 +[2025-02-27 16:54:32,905 INFO hook.py line 289 276539] Test: [42/78] Loss 0.3026 +[2025-02-27 16:54:32,955 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2138 +[2025-02-27 16:54:33,014 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5079 +[2025-02-27 16:54:33,066 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5683 +[2025-02-27 16:54:33,128 INFO hook.py line 289 276539] Test: [46/78] Loss 1.0450 +[2025-02-27 16:54:33,166 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7991 +[2025-02-27 16:54:33,197 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5673 +[2025-02-27 16:54:33,238 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1943 +[2025-02-27 16:54:33,270 INFO hook.py line 289 276539] Test: [50/78] Loss 1.6726 +[2025-02-27 16:54:33,299 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0704 +[2025-02-27 16:54:33,333 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0306 +[2025-02-27 16:54:33,367 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3894 +[2025-02-27 16:54:33,413 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9929 +[2025-02-27 16:54:33,473 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0654 +[2025-02-27 16:54:33,512 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1797 +[2025-02-27 16:54:33,544 INFO hook.py line 289 276539] Test: [57/78] Loss 1.5537 +[2025-02-27 16:54:33,572 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5370 +[2025-02-27 16:54:33,609 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8610 +[2025-02-27 16:54:33,643 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5182 +[2025-02-27 16:54:33,669 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8301 +[2025-02-27 16:54:33,702 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5101 +[2025-02-27 16:54:33,737 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8366 +[2025-02-27 16:54:33,791 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2971 +[2025-02-27 16:54:33,819 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7963 +[2025-02-27 16:54:33,859 INFO hook.py line 289 276539] Test: [66/78] Loss 1.3145 +[2025-02-27 16:54:33,896 INFO hook.py line 289 276539] Test: [67/78] Loss 0.9473 +[2025-02-27 16:54:33,929 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1577 +[2025-02-27 16:54:33,958 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3455 +[2025-02-27 16:54:34,014 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8382 +[2025-02-27 16:54:34,056 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9267 +[2025-02-27 16:54:34,106 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3081 +[2025-02-27 16:54:34,155 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4770 +[2025-02-27 16:54:34,201 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5857 +[2025-02-27 16:54:34,250 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5716 +[2025-02-27 16:54:34,277 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5719 +[2025-02-27 16:54:34,332 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3142 +[2025-02-27 16:54:34,381 INFO hook.py line 289 276539] Test: [78/78] Loss 0.8436 +[2025-02-27 16:54:36,076 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:54:36,077 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:54:36,077 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] wall : 0.8178 0.9349 +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] floor : 0.9601 0.9850 +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] cabinet : 0.5957 0.7777 +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] bed : 0.7469 0.7993 +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] chair : 0.8623 0.9516 +[2025-02-27 16:54:36,077 INFO hook.py line 232 276539] sofa : 0.7767 0.8566 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] table : 0.6742 0.7981 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] door : 0.5564 0.6088 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] window : 0.5107 0.5974 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] bookshelf : 0.7478 0.9269 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] picture : 0.2830 0.4782 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] counter : 0.5880 0.6630 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] desk : 0.5221 0.6338 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] curtain : 0.5586 0.5950 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] refridgerator : 0.5525 0.5779 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] shower curtain : 0.5395 0.8385 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] toilet : 0.8799 0.9664 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] sink : 0.6369 0.7679 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] bathtub : 0.8818 0.9089 +[2025-02-27 16:54:36,078 INFO hook.py line 232 276539] otherfurniture : 0.5098 0.6415 +[2025-02-27 16:54:36,078 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:54:36,078 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6600/0.7654/0.8766. +[2025-02-27 16:54:36,079 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:54:36,103 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:54:36,104 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:55:01,453 INFO hook.py line 109 276539] Train: [44/100][50/300] Data 0.003 (0.007) Batch 0.427 (0.387) Remain 01:49:57 loss: 0.5396 Lr: 3.91247e-03 +[2025-02-27 16:55:19,672 INFO hook.py line 109 276539] Train: [44/100][100/300] Data 0.005 (0.007) Batch 0.412 (0.375) Remain 01:46:19 loss: 0.5804 Lr: 3.89670e-03 +[2025-02-27 16:55:37,508 INFO hook.py line 109 276539] Train: [44/100][150/300] Data 0.009 (0.007) Batch 0.409 (0.369) Remain 01:44:13 loss: 0.7096 Lr: 3.88091e-03 +[2025-02-27 16:55:55,530 INFO hook.py line 109 276539] Train: [44/100][200/300] Data 0.009 (0.007) Batch 0.532 (0.367) Remain 01:43:19 loss: 1.0995 Lr: 3.86509e-03 +[2025-02-27 16:56:10,833 INFO hook.py line 109 276539] Train: [44/100][250/300] Data 0.003 (0.006) Batch 0.284 (0.354) Remain 01:39:32 loss: 0.4879 Lr: 3.84925e-03 +[2025-02-27 16:56:23,453 INFO hook.py line 109 276539] Train: [44/100][300/300] Data 0.002 (0.006) Batch 0.221 (0.337) Remain 01:34:26 loss: 0.5421 Lr: 3.83338e-03 +[2025-02-27 16:56:23,453 INFO misc.py line 135 276539] Train result: loss: 0.5843 +[2025-02-27 16:56:23,539 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:56:42,272 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1500 +[2025-02-27 16:56:42,327 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5330 +[2025-02-27 16:56:42,377 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2615 +[2025-02-27 16:56:42,432 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5564 +[2025-02-27 16:56:42,508 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2523 +[2025-02-27 16:56:43,228 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7189 +[2025-02-27 16:56:43,276 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4161 +[2025-02-27 16:56:43,311 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3793 +[2025-02-27 16:56:43,355 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0230 +[2025-02-27 16:56:43,392 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6582 +[2025-02-27 16:56:43,448 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5891 +[2025-02-27 16:56:43,491 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8644 +[2025-02-27 16:56:43,536 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5913 +[2025-02-27 16:56:43,571 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8606 +[2025-02-27 16:56:43,608 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4030 +[2025-02-27 16:56:43,651 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0761 +[2025-02-27 16:56:43,689 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5564 +[2025-02-27 16:56:43,724 INFO hook.py line 289 276539] Test: [18/78] Loss 0.8243 +[2025-02-27 16:56:43,772 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0356 +[2025-02-27 16:56:43,802 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1704 +[2025-02-27 16:56:43,840 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2525 +[2025-02-27 16:56:43,876 INFO hook.py line 289 276539] Test: [22/78] Loss 1.0279 +[2025-02-27 16:56:43,902 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7882 +[2025-02-27 16:56:43,944 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7288 +[2025-02-27 16:56:43,984 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7548 +[2025-02-27 16:56:44,030 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5496 +[2025-02-27 16:56:44,078 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1436 +[2025-02-27 16:56:44,111 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7288 +[2025-02-27 16:56:44,153 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2362 +[2025-02-27 16:56:44,204 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4057 +[2025-02-27 16:56:44,258 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3662 +[2025-02-27 16:56:44,294 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6964 +[2025-02-27 16:56:44,344 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2444 +[2025-02-27 16:56:44,383 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0787 +[2025-02-27 16:56:44,419 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2404 +[2025-02-27 16:56:44,461 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7782 +[2025-02-27 16:56:44,501 INFO hook.py line 289 276539] Test: [37/78] Loss 0.3338 +[2025-02-27 16:56:44,531 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2764 +[2025-02-27 16:56:44,592 INFO hook.py line 289 276539] Test: [39/78] Loss 1.9524 +[2025-02-27 16:56:44,636 INFO hook.py line 289 276539] Test: [40/78] Loss 1.7656 +[2025-02-27 16:56:44,679 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0233 +[2025-02-27 16:56:44,711 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1464 +[2025-02-27 16:56:44,747 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1730 +[2025-02-27 16:56:44,804 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4942 +[2025-02-27 16:56:44,838 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5962 +[2025-02-27 16:56:44,884 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5410 +[2025-02-27 16:56:44,921 INFO hook.py line 289 276539] Test: [47/78] Loss 2.2331 +[2025-02-27 16:56:44,957 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5455 +[2025-02-27 16:56:44,990 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9120 +[2025-02-27 16:56:45,021 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2812 +[2025-02-27 16:56:45,050 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0613 +[2025-02-27 16:56:45,082 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8781 +[2025-02-27 16:56:45,104 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2728 +[2025-02-27 16:56:45,136 INFO hook.py line 289 276539] Test: [54/78] Loss 1.4619 +[2025-02-27 16:56:45,169 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0496 +[2025-02-27 16:56:45,207 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2036 +[2025-02-27 16:56:45,236 INFO hook.py line 289 276539] Test: [57/78] Loss 1.1383 +[2025-02-27 16:56:45,260 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5602 +[2025-02-27 16:56:45,297 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8292 +[2025-02-27 16:56:45,327 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7855 +[2025-02-27 16:56:45,350 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9838 +[2025-02-27 16:56:45,380 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4978 +[2025-02-27 16:56:45,413 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9408 +[2025-02-27 16:56:45,465 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1699 +[2025-02-27 16:56:45,489 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0033 +[2025-02-27 16:56:45,526 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8209 +[2025-02-27 16:56:45,561 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5581 +[2025-02-27 16:56:45,589 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9839 +[2025-02-27 16:56:45,616 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4355 +[2025-02-27 16:56:45,668 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7817 +[2025-02-27 16:56:45,708 INFO hook.py line 289 276539] Test: [71/78] Loss 1.1010 +[2025-02-27 16:56:45,757 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4835 +[2025-02-27 16:56:45,802 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2428 +[2025-02-27 16:56:45,841 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4157 +[2025-02-27 16:56:45,887 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5545 +[2025-02-27 16:56:45,921 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6373 +[2025-02-27 16:56:45,974 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4067 +[2025-02-27 16:56:46,000 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6833 +[2025-02-27 16:56:47,383 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:56:47,384 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:56:47,384 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:56:47,384 INFO hook.py line 232 276539] wall : 0.8173 0.9377 +[2025-02-27 16:56:47,384 INFO hook.py line 232 276539] floor : 0.9625 0.9808 +[2025-02-27 16:56:47,384 INFO hook.py line 232 276539] cabinet : 0.5874 0.6794 +[2025-02-27 16:56:47,387 INFO hook.py line 232 276539] bed : 0.7810 0.8244 +[2025-02-27 16:56:47,388 INFO hook.py line 232 276539] chair : 0.8758 0.9399 +[2025-02-27 16:56:47,388 INFO hook.py line 232 276539] sofa : 0.7873 0.8723 +[2025-02-27 16:56:47,388 INFO hook.py line 232 276539] table : 0.6840 0.7914 +[2025-02-27 16:56:47,388 INFO hook.py line 232 276539] door : 0.5956 0.7052 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] window : 0.5255 0.7649 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] bookshelf : 0.7321 0.7913 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] picture : 0.2829 0.4763 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] counter : 0.5759 0.7637 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] desk : 0.6116 0.8268 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] curtain : 0.6172 0.7008 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] refridgerator : 0.5289 0.7132 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] shower curtain : 0.5220 0.5665 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] toilet : 0.9012 0.9776 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] sink : 0.6174 0.7759 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] bathtub : 0.8682 0.9004 +[2025-02-27 16:56:47,389 INFO hook.py line 232 276539] otherfurniture : 0.4879 0.5460 +[2025-02-27 16:56:47,389 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:56:47,389 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6681/0.7767/0.8794. +[2025-02-27 16:56:47,390 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:56:47,391 INFO misc.py line 164 276539] Currently Best mIoU: 0.6717 +[2025-02-27 16:56:47,392 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:57:06,853 INFO hook.py line 109 276539] Train: [45/100][50/300] Data 0.004 (0.006) Batch 0.262 (0.282) Remain 01:18:41 loss: 0.5531 Lr: 3.81748e-03 +[2025-02-27 16:57:22,851 INFO hook.py line 109 276539] Train: [45/100][100/300] Data 0.004 (0.006) Batch 0.349 (0.302) Remain 01:23:55 loss: 0.6822 Lr: 3.80156e-03 +[2025-02-27 16:57:40,944 INFO hook.py line 109 276539] Train: [45/100][150/300] Data 0.009 (0.006) Batch 0.373 (0.322) Remain 01:29:21 loss: 0.8841 Lr: 3.78562e-03 +[2025-02-27 16:57:58,781 INFO hook.py line 109 276539] Train: [45/100][200/300] Data 0.004 (0.007) Batch 0.346 (0.331) Remain 01:31:31 loss: 0.6685 Lr: 3.76965e-03 +[2025-02-27 16:58:17,392 INFO hook.py line 109 276539] Train: [45/100][250/300] Data 0.004 (0.007) Batch 0.323 (0.339) Remain 01:33:34 loss: 0.4014 Lr: 3.75366e-03 +[2025-02-27 16:58:31,342 INFO hook.py line 109 276539] Train: [45/100][300/300] Data 0.002 (0.006) Batch 0.220 (0.329) Remain 01:30:29 loss: 0.5478 Lr: 3.73764e-03 +[2025-02-27 16:58:31,343 INFO misc.py line 135 276539] Train result: loss: 0.5962 +[2025-02-27 16:58:31,470 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 16:58:51,818 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1979 +[2025-02-27 16:58:51,866 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5737 +[2025-02-27 16:58:51,912 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3911 +[2025-02-27 16:58:51,964 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5994 +[2025-02-27 16:58:52,011 INFO hook.py line 289 276539] Test: [5/78] Loss 0.1956 +[2025-02-27 16:58:52,079 INFO hook.py line 289 276539] Test: [6/78] Loss 1.1832 +[2025-02-27 16:58:52,132 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5300 +[2025-02-27 16:58:52,938 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2972 +[2025-02-27 16:58:52,983 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8829 +[2025-02-27 16:58:53,025 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9119 +[2025-02-27 16:58:53,069 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6720 +[2025-02-27 16:58:53,118 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7486 +[2025-02-27 16:58:53,171 INFO hook.py line 289 276539] Test: [13/78] Loss 0.6426 +[2025-02-27 16:58:53,212 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8385 +[2025-02-27 16:58:53,262 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2713 +[2025-02-27 16:58:53,309 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2511 +[2025-02-27 16:58:53,350 INFO hook.py line 289 276539] Test: [17/78] Loss 1.1218 +[2025-02-27 16:58:53,405 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7326 +[2025-02-27 16:58:53,452 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3315 +[2025-02-27 16:58:53,489 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1062 +[2025-02-27 16:58:53,523 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2754 +[2025-02-27 16:58:53,565 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2810 +[2025-02-27 16:58:53,594 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7164 +[2025-02-27 16:58:53,638 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6472 +[2025-02-27 16:58:53,695 INFO hook.py line 289 276539] Test: [25/78] Loss 0.5646 +[2025-02-27 16:58:53,734 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5405 +[2025-02-27 16:58:53,785 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2405 +[2025-02-27 16:58:53,827 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5103 +[2025-02-27 16:58:53,881 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3401 +[2025-02-27 16:58:53,934 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6057 +[2025-02-27 16:58:53,998 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4318 +[2025-02-27 16:58:54,042 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4123 +[2025-02-27 16:58:54,092 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2442 +[2025-02-27 16:58:54,139 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0038 +[2025-02-27 16:58:54,175 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5700 +[2025-02-27 16:58:54,234 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9572 +[2025-02-27 16:58:54,277 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5559 +[2025-02-27 16:58:54,323 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2988 +[2025-02-27 16:58:54,383 INFO hook.py line 289 276539] Test: [39/78] Loss 0.9747 +[2025-02-27 16:58:54,431 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2899 +[2025-02-27 16:58:54,479 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9806 +[2025-02-27 16:58:54,518 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1678 +[2025-02-27 16:58:54,561 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1739 +[2025-02-27 16:58:54,617 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4016 +[2025-02-27 16:58:54,666 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5245 +[2025-02-27 16:58:54,725 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6799 +[2025-02-27 16:58:54,773 INFO hook.py line 289 276539] Test: [47/78] Loss 1.2132 +[2025-02-27 16:58:54,813 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6411 +[2025-02-27 16:58:54,857 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9055 +[2025-02-27 16:58:54,895 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9435 +[2025-02-27 16:58:54,925 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7051 +[2025-02-27 16:58:54,958 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8885 +[2025-02-27 16:58:54,983 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5148 +[2025-02-27 16:58:55,018 INFO hook.py line 289 276539] Test: [54/78] Loss 1.5202 +[2025-02-27 16:58:55,058 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0737 +[2025-02-27 16:58:55,099 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2166 +[2025-02-27 16:58:55,145 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7351 +[2025-02-27 16:58:55,189 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4723 +[2025-02-27 16:58:55,230 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7553 +[2025-02-27 16:58:55,263 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8354 +[2025-02-27 16:58:55,295 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8827 +[2025-02-27 16:58:55,336 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5055 +[2025-02-27 16:58:55,377 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1393 +[2025-02-27 16:58:55,432 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5297 +[2025-02-27 16:58:55,472 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0177 +[2025-02-27 16:58:55,512 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6193 +[2025-02-27 16:58:55,550 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6226 +[2025-02-27 16:58:55,585 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9775 +[2025-02-27 16:58:55,618 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3974 +[2025-02-27 16:58:55,673 INFO hook.py line 289 276539] Test: [70/78] Loss 1.4310 +[2025-02-27 16:58:55,714 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6659 +[2025-02-27 16:58:55,766 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2150 +[2025-02-27 16:58:55,815 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4772 +[2025-02-27 16:58:55,854 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3127 +[2025-02-27 16:58:55,902 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3643 +[2025-02-27 16:58:55,930 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6180 +[2025-02-27 16:58:55,985 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4548 +[2025-02-27 16:58:56,012 INFO hook.py line 289 276539] Test: [78/78] Loss 1.1245 +[2025-02-27 16:58:57,539 INFO hook.py line 217 276539] ######################################## +[2025-02-27 16:58:57,539 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 16:58:57,539 INFO hook.py line 223 276539] ######################################## +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] wall : 0.8210 0.9044 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] floor : 0.9607 0.9834 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] cabinet : 0.5718 0.7615 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] bed : 0.7399 0.8823 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] chair : 0.8844 0.9182 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] sofa : 0.8111 0.9242 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] table : 0.6633 0.8421 +[2025-02-27 16:58:57,540 INFO hook.py line 232 276539] door : 0.5709 0.7939 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] window : 0.5424 0.6442 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] bookshelf : 0.7707 0.8842 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] picture : 0.2978 0.4726 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] counter : 0.6182 0.7853 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] desk : 0.5953 0.7557 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] curtain : 0.6249 0.6953 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] refridgerator : 0.5142 0.5972 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] shower curtain : 0.6483 0.7736 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] toilet : 0.8390 0.9758 +[2025-02-27 16:58:57,541 INFO hook.py line 232 276539] sink : 0.6324 0.7452 +[2025-02-27 16:58:57,542 INFO hook.py line 232 276539] bathtub : 0.8354 0.9272 +[2025-02-27 16:58:57,542 INFO hook.py line 232 276539] otherfurniture : 0.5045 0.5771 +[2025-02-27 16:58:57,542 INFO hook.py line 233 276539] ######################################## +[2025-02-27 16:58:57,542 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6723/0.7922/0.8791. +[2025-02-27 16:58:57,543 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 16:58:57,557 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6723 +[2025-02-27 16:58:57,558 INFO misc.py line 164 276539] Currently Best mIoU: 0.6723 +[2025-02-27 16:58:57,558 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 16:59:23,410 INFO hook.py line 109 276539] Train: [46/100][50/300] Data 0.019 (0.008) Batch 0.307 (0.356) Remain 01:37:32 loss: 0.6046 Lr: 3.72161e-03 +[2025-02-27 16:59:41,012 INFO hook.py line 109 276539] Train: [46/100][100/300] Data 0.004 (0.007) Batch 0.405 (0.354) Remain 01:36:42 loss: 0.7729 Lr: 3.70555e-03 +[2025-02-27 16:59:58,624 INFO hook.py line 109 276539] Train: [46/100][150/300] Data 0.008 (0.007) Batch 0.353 (0.353) Remain 01:36:16 loss: 0.3875 Lr: 3.68947e-03 +[2025-02-27 17:00:16,398 INFO hook.py line 109 276539] Train: [46/100][200/300] Data 0.006 (0.007) Batch 0.401 (0.354) Remain 01:36:07 loss: 0.8633 Lr: 3.67337e-03 +[2025-02-27 17:00:34,789 INFO hook.py line 109 276539] Train: [46/100][250/300] Data 0.009 (0.007) Batch 0.350 (0.357) Remain 01:36:36 loss: 0.6167 Lr: 3.65725e-03 +[2025-02-27 17:00:48,327 INFO hook.py line 109 276539] Train: [46/100][300/300] Data 0.001 (0.006) Batch 0.209 (0.342) Remain 01:32:23 loss: 0.6587 Lr: 3.64110e-03 +[2025-02-27 17:00:48,327 INFO misc.py line 135 276539] Train result: loss: 0.5552 +[2025-02-27 17:00:48,416 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:01:06,595 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1282 +[2025-02-27 17:01:06,640 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4382 +[2025-02-27 17:01:07,236 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2827 +[2025-02-27 17:01:07,281 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4642 +[2025-02-27 17:01:07,351 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4327 +[2025-02-27 17:01:07,402 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4536 +[2025-02-27 17:01:07,451 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5568 +[2025-02-27 17:01:07,484 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2681 +[2025-02-27 17:01:07,530 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0650 +[2025-02-27 17:01:07,569 INFO hook.py line 289 276539] Test: [10/78] Loss 1.0169 +[2025-02-27 17:01:07,614 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5789 +[2025-02-27 17:01:07,659 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1854 +[2025-02-27 17:01:07,712 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9053 +[2025-02-27 17:01:07,766 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1008 +[2025-02-27 17:01:07,804 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1505 +[2025-02-27 17:01:07,854 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1139 +[2025-02-27 17:01:07,893 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7599 +[2025-02-27 17:01:07,927 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5926 +[2025-02-27 17:01:07,969 INFO hook.py line 289 276539] Test: [19/78] Loss 1.4151 +[2025-02-27 17:01:08,003 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2056 +[2025-02-27 17:01:08,036 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3754 +[2025-02-27 17:01:08,073 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3063 +[2025-02-27 17:01:08,111 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8661 +[2025-02-27 17:01:08,152 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8607 +[2025-02-27 17:01:08,192 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0193 +[2025-02-27 17:01:08,236 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5611 +[2025-02-27 17:01:08,286 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0796 +[2025-02-27 17:01:08,318 INFO hook.py line 289 276539] Test: [28/78] Loss 0.7048 +[2025-02-27 17:01:08,351 INFO hook.py line 289 276539] Test: [29/78] Loss 0.4191 +[2025-02-27 17:01:08,408 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3525 +[2025-02-27 17:01:08,462 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3346 +[2025-02-27 17:01:08,500 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6395 +[2025-02-27 17:01:08,549 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2327 +[2025-02-27 17:01:08,592 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9566 +[2025-02-27 17:01:08,632 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2715 +[2025-02-27 17:01:08,667 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0686 +[2025-02-27 17:01:08,714 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4319 +[2025-02-27 17:01:08,752 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3837 +[2025-02-27 17:01:08,817 INFO hook.py line 289 276539] Test: [39/78] Loss 2.0992 +[2025-02-27 17:01:08,861 INFO hook.py line 289 276539] Test: [40/78] Loss 1.9015 +[2025-02-27 17:01:08,914 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9872 +[2025-02-27 17:01:08,942 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2903 +[2025-02-27 17:01:08,979 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2048 +[2025-02-27 17:01:09,034 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5762 +[2025-02-27 17:01:09,063 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5136 +[2025-02-27 17:01:09,112 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5851 +[2025-02-27 17:01:09,152 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8767 +[2025-02-27 17:01:09,182 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5026 +[2025-02-27 17:01:09,213 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0121 +[2025-02-27 17:01:09,242 INFO hook.py line 289 276539] Test: [50/78] Loss 1.2782 +[2025-02-27 17:01:09,268 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5966 +[2025-02-27 17:01:09,299 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9115 +[2025-02-27 17:01:09,323 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2484 +[2025-02-27 17:01:09,357 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0414 +[2025-02-27 17:01:09,391 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0650 +[2025-02-27 17:01:09,428 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1533 +[2025-02-27 17:01:09,459 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8199 +[2025-02-27 17:01:09,485 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6783 +[2025-02-27 17:01:09,523 INFO hook.py line 289 276539] Test: [59/78] Loss 1.0838 +[2025-02-27 17:01:09,557 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4996 +[2025-02-27 17:01:09,579 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9302 +[2025-02-27 17:01:09,611 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5460 +[2025-02-27 17:01:09,645 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1413 +[2025-02-27 17:01:09,697 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0427 +[2025-02-27 17:01:09,724 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0943 +[2025-02-27 17:01:09,763 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8536 +[2025-02-27 17:01:09,801 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7702 +[2025-02-27 17:01:09,834 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8949 +[2025-02-27 17:01:09,862 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3471 +[2025-02-27 17:01:09,915 INFO hook.py line 289 276539] Test: [70/78] Loss 0.6655 +[2025-02-27 17:01:09,955 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8951 +[2025-02-27 17:01:10,006 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2953 +[2025-02-27 17:01:10,052 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4045 +[2025-02-27 17:01:10,091 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8436 +[2025-02-27 17:01:10,139 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4415 +[2025-02-27 17:01:10,166 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5862 +[2025-02-27 17:01:10,221 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4441 +[2025-02-27 17:01:10,247 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6646 +[2025-02-27 17:01:11,637 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:01:11,637 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:01:11,638 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] wall : 0.8229 0.9142 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] floor : 0.9622 0.9812 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] cabinet : 0.5794 0.7605 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] bed : 0.7647 0.8345 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] chair : 0.8852 0.9387 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] sofa : 0.7913 0.8920 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] table : 0.6788 0.7751 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] door : 0.5783 0.6973 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] window : 0.5075 0.7589 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] bookshelf : 0.7328 0.8813 +[2025-02-27 17:01:11,638 INFO hook.py line 232 276539] picture : 0.2760 0.3628 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] counter : 0.5782 0.8133 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] desk : 0.5006 0.5965 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] curtain : 0.6516 0.7772 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] refridgerator : 0.4911 0.5374 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] shower curtain : 0.5992 0.6860 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] toilet : 0.8928 0.9700 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] sink : 0.6158 0.7388 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] bathtub : 0.8751 0.9215 +[2025-02-27 17:01:11,639 INFO hook.py line 232 276539] otherfurniture : 0.5241 0.6522 +[2025-02-27 17:01:11,639 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:01:11,639 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6654/0.7745/0.8783. +[2025-02-27 17:01:11,640 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:01:11,655 INFO misc.py line 164 276539] Currently Best mIoU: 0.6723 +[2025-02-27 17:01:11,655 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:01:34,298 INFO hook.py line 109 276539] Train: [47/100][50/300] Data 0.009 (0.007) Batch 0.304 (0.336) Remain 01:30:24 loss: 0.3946 Lr: 3.62494e-03 +[2025-02-27 17:01:48,852 INFO hook.py line 109 276539] Train: [47/100][100/300] Data 0.003 (0.006) Batch 0.252 (0.313) Remain 01:23:56 loss: 0.4218 Lr: 3.60876e-03 +[2025-02-27 17:02:02,449 INFO hook.py line 109 276539] Train: [47/100][150/300] Data 0.004 (0.005) Batch 0.249 (0.299) Remain 01:19:57 loss: 0.8447 Lr: 3.59256e-03 +[2025-02-27 17:02:17,963 INFO hook.py line 109 276539] Train: [47/100][200/300] Data 0.004 (0.005) Batch 0.385 (0.302) Remain 01:20:28 loss: 0.5704 Lr: 3.57635e-03 +[2025-02-27 17:02:35,935 INFO hook.py line 109 276539] Train: [47/100][250/300] Data 0.003 (0.005) Batch 0.298 (0.313) Remain 01:23:19 loss: 0.7025 Lr: 3.56011e-03 +[2025-02-27 17:02:49,492 INFO hook.py line 109 276539] Train: [47/100][300/300] Data 0.002 (0.005) Batch 0.195 (0.306) Remain 01:21:10 loss: 0.4404 Lr: 3.54386e-03 +[2025-02-27 17:02:49,493 INFO misc.py line 135 276539] Train result: loss: 0.5609 +[2025-02-27 17:02:49,587 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:03:08,132 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1442 +[2025-02-27 17:03:08,876 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5312 +[2025-02-27 17:03:08,936 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3529 +[2025-02-27 17:03:09,000 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5239 +[2025-02-27 17:03:09,151 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3509 +[2025-02-27 17:03:09,211 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5990 +[2025-02-27 17:03:09,353 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3496 +[2025-02-27 17:03:09,395 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2325 +[2025-02-27 17:03:09,759 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8637 +[2025-02-27 17:03:09,995 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5445 +[2025-02-27 17:03:10,038 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4589 +[2025-02-27 17:03:10,297 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8938 +[2025-02-27 17:03:10,346 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2600 +[2025-02-27 17:03:10,750 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9942 +[2025-02-27 17:03:10,841 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1641 +[2025-02-27 17:03:10,893 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1036 +[2025-02-27 17:03:10,938 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7270 +[2025-02-27 17:03:10,982 INFO hook.py line 289 276539] Test: [18/78] Loss 0.8101 +[2025-02-27 17:03:11,025 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9541 +[2025-02-27 17:03:11,063 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0404 +[2025-02-27 17:03:11,097 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2206 +[2025-02-27 17:03:11,137 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2508 +[2025-02-27 17:03:11,164 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8848 +[2025-02-27 17:03:11,207 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6782 +[2025-02-27 17:03:11,260 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8189 +[2025-02-27 17:03:11,320 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6598 +[2025-02-27 17:03:11,376 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4448 +[2025-02-27 17:03:11,428 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5863 +[2025-02-27 17:03:11,473 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2750 +[2025-02-27 17:03:11,539 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5485 +[2025-02-27 17:03:11,599 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5453 +[2025-02-27 17:03:11,651 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3604 +[2025-02-27 17:03:11,718 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3351 +[2025-02-27 17:03:11,763 INFO hook.py line 289 276539] Test: [34/78] Loss 0.7612 +[2025-02-27 17:03:11,823 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5180 +[2025-02-27 17:03:11,868 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7382 +[2025-02-27 17:03:11,906 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6535 +[2025-02-27 17:03:11,944 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2521 +[2025-02-27 17:03:12,019 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2048 +[2025-02-27 17:03:12,075 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3524 +[2025-02-27 17:03:12,136 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0457 +[2025-02-27 17:03:12,174 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1874 +[2025-02-27 17:03:12,223 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1696 +[2025-02-27 17:03:12,277 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5991 +[2025-02-27 17:03:12,317 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6523 +[2025-02-27 17:03:12,382 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6039 +[2025-02-27 17:03:12,424 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4843 +[2025-02-27 17:03:12,459 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5910 +[2025-02-27 17:03:12,496 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0318 +[2025-02-27 17:03:12,529 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9468 +[2025-02-27 17:03:12,562 INFO hook.py line 289 276539] Test: [51/78] Loss 1.5796 +[2025-02-27 17:03:12,596 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9779 +[2025-02-27 17:03:12,624 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5749 +[2025-02-27 17:03:12,659 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0842 +[2025-02-27 17:03:12,698 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1031 +[2025-02-27 17:03:12,738 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3192 +[2025-02-27 17:03:12,771 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4804 +[2025-02-27 17:03:12,800 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6160 +[2025-02-27 17:03:12,840 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9089 +[2025-02-27 17:03:12,875 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7007 +[2025-02-27 17:03:12,901 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7707 +[2025-02-27 17:03:12,937 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7476 +[2025-02-27 17:03:12,974 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1491 +[2025-02-27 17:03:13,028 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5611 +[2025-02-27 17:03:13,057 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1859 +[2025-02-27 17:03:13,099 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5405 +[2025-02-27 17:03:13,138 INFO hook.py line 289 276539] Test: [67/78] Loss 0.9754 +[2025-02-27 17:03:13,171 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8858 +[2025-02-27 17:03:13,201 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3185 +[2025-02-27 17:03:13,258 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8611 +[2025-02-27 17:03:13,302 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8599 +[2025-02-27 17:03:13,361 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3473 +[2025-02-27 17:03:13,411 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3609 +[2025-02-27 17:03:13,459 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0680 +[2025-02-27 17:03:13,507 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5623 +[2025-02-27 17:03:13,548 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8374 +[2025-02-27 17:03:13,605 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4051 +[2025-02-27 17:03:13,636 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4911 +[2025-02-27 17:03:15,207 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:03:15,207 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:03:15,207 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] wall : 0.8117 0.9326 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] floor : 0.9622 0.9837 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] cabinet : 0.5810 0.7913 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] bed : 0.7647 0.8352 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] chair : 0.8708 0.9386 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] sofa : 0.7698 0.8819 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] table : 0.6876 0.7633 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] door : 0.5437 0.7682 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] window : 0.5255 0.6260 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] bookshelf : 0.7415 0.8555 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] picture : 0.2886 0.4057 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] counter : 0.6216 0.7626 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] desk : 0.6116 0.7965 +[2025-02-27 17:03:15,207 INFO hook.py line 232 276539] curtain : 0.3400 0.3448 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] refridgerator : 0.5948 0.6408 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] shower curtain : 0.5139 0.6044 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] toilet : 0.9082 0.9701 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] sink : 0.6423 0.7131 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] bathtub : 0.8088 0.9294 +[2025-02-27 17:03:15,208 INFO hook.py line 232 276539] otherfurniture : 0.4683 0.5147 +[2025-02-27 17:03:15,208 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:03:15,208 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6528/0.7529/0.8738. +[2025-02-27 17:03:15,208 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:03:15,227 INFO misc.py line 164 276539] Currently Best mIoU: 0.6723 +[2025-02-27 17:03:15,227 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:03:40,434 INFO hook.py line 109 276539] Train: [48/100][50/300] Data 0.004 (0.006) Batch 0.316 (0.338) Remain 01:29:22 loss: 0.2950 Lr: 3.52760e-03 +[2025-02-27 17:03:58,899 INFO hook.py line 109 276539] Train: [48/100][100/300] Data 0.003 (0.007) Batch 0.304 (0.354) Remain 01:33:18 loss: 0.6254 Lr: 3.51131e-03 +[2025-02-27 17:04:17,254 INFO hook.py line 109 276539] Train: [48/100][150/300] Data 0.006 (0.007) Batch 0.352 (0.359) Remain 01:34:09 loss: 0.3834 Lr: 3.49501e-03 +[2025-02-27 17:04:35,708 INFO hook.py line 109 276539] Train: [48/100][200/300] Data 0.007 (0.007) Batch 0.295 (0.361) Remain 01:34:32 loss: 0.9024 Lr: 3.47870e-03 +[2025-02-27 17:04:53,592 INFO hook.py line 109 276539] Train: [48/100][250/300] Data 0.003 (0.006) Batch 0.277 (0.361) Remain 01:34:03 loss: 0.5582 Lr: 3.46237e-03 +[2025-02-27 17:05:07,241 INFO hook.py line 109 276539] Train: [48/100][300/300] Data 0.002 (0.006) Batch 0.219 (0.346) Remain 01:29:55 loss: 0.7447 Lr: 3.44603e-03 +[2025-02-27 17:05:07,242 INFO misc.py line 135 276539] Train result: loss: 0.5551 +[2025-02-27 17:05:07,331 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:05:27,711 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1413 +[2025-02-27 17:05:28,059 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4956 +[2025-02-27 17:05:28,110 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3516 +[2025-02-27 17:05:28,156 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6374 +[2025-02-27 17:05:28,199 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2376 +[2025-02-27 17:05:28,702 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3609 +[2025-02-27 17:05:28,754 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4241 +[2025-02-27 17:05:28,797 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2638 +[2025-02-27 17:05:28,845 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8907 +[2025-02-27 17:05:28,886 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5848 +[2025-02-27 17:05:28,941 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5261 +[2025-02-27 17:05:28,983 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9722 +[2025-02-27 17:05:29,034 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9655 +[2025-02-27 17:05:29,085 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9615 +[2025-02-27 17:05:29,123 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2984 +[2025-02-27 17:05:29,170 INFO hook.py line 289 276539] Test: [16/78] Loss 0.9197 +[2025-02-27 17:05:29,212 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6617 +[2025-02-27 17:05:29,249 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5486 +[2025-02-27 17:05:29,304 INFO hook.py line 289 276539] Test: [19/78] Loss 1.3224 +[2025-02-27 17:05:29,353 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1294 +[2025-02-27 17:05:29,400 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2780 +[2025-02-27 17:05:29,452 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1908 +[2025-02-27 17:05:29,488 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6776 +[2025-02-27 17:05:29,536 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7748 +[2025-02-27 17:05:29,593 INFO hook.py line 289 276539] Test: [25/78] Loss 0.4934 +[2025-02-27 17:05:29,650 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6180 +[2025-02-27 17:05:29,703 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1863 +[2025-02-27 17:05:29,738 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4632 +[2025-02-27 17:05:29,787 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3016 +[2025-02-27 17:05:29,847 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5456 +[2025-02-27 17:05:29,902 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4135 +[2025-02-27 17:05:29,952 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6586 +[2025-02-27 17:05:30,011 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1809 +[2025-02-27 17:05:30,061 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9803 +[2025-02-27 17:05:30,107 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2291 +[2025-02-27 17:05:30,157 INFO hook.py line 289 276539] Test: [36/78] Loss 1.1330 +[2025-02-27 17:05:30,210 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5784 +[2025-02-27 17:05:30,258 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2486 +[2025-02-27 17:05:30,320 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4528 +[2025-02-27 17:05:30,375 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4977 +[2025-02-27 17:05:30,435 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9678 +[2025-02-27 17:05:30,472 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1433 +[2025-02-27 17:05:30,506 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1599 +[2025-02-27 17:05:30,559 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4665 +[2025-02-27 17:05:30,601 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3646 +[2025-02-27 17:05:30,644 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5344 +[2025-02-27 17:05:30,680 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5986 +[2025-02-27 17:05:30,714 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4625 +[2025-02-27 17:05:30,746 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0691 +[2025-02-27 17:05:30,777 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8933 +[2025-02-27 17:05:30,805 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8193 +[2025-02-27 17:05:30,838 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7886 +[2025-02-27 17:05:30,865 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2059 +[2025-02-27 17:05:30,899 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6886 +[2025-02-27 17:05:30,938 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0528 +[2025-02-27 17:05:30,977 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2035 +[2025-02-27 17:05:31,025 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6597 +[2025-02-27 17:05:31,051 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7310 +[2025-02-27 17:05:31,090 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8047 +[2025-02-27 17:05:31,122 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4797 +[2025-02-27 17:05:31,148 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6428 +[2025-02-27 17:05:31,180 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4234 +[2025-02-27 17:05:31,217 INFO hook.py line 289 276539] Test: [63/78] Loss 1.3784 +[2025-02-27 17:05:31,276 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2010 +[2025-02-27 17:05:31,305 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9321 +[2025-02-27 17:05:31,345 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4296 +[2025-02-27 17:05:31,382 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3775 +[2025-02-27 17:05:31,416 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0330 +[2025-02-27 17:05:31,449 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3642 +[2025-02-27 17:05:31,503 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8826 +[2025-02-27 17:05:31,545 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9145 +[2025-02-27 17:05:31,596 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4747 +[2025-02-27 17:05:31,643 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4064 +[2025-02-27 17:05:31,694 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7389 +[2025-02-27 17:05:31,744 INFO hook.py line 289 276539] Test: [75/78] Loss 0.3208 +[2025-02-27 17:05:31,772 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9298 +[2025-02-27 17:05:31,827 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5583 +[2025-02-27 17:05:31,854 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5354 +[2025-02-27 17:05:33,142 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:05:33,142 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:05:33,142 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:05:33,142 INFO hook.py line 232 276539] wall : 0.8314 0.9372 +[2025-02-27 17:05:33,142 INFO hook.py line 232 276539] floor : 0.9606 0.9823 +[2025-02-27 17:05:33,142 INFO hook.py line 232 276539] cabinet : 0.6053 0.7427 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] bed : 0.7462 0.8723 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] chair : 0.8802 0.9133 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] sofa : 0.7631 0.8918 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] table : 0.7053 0.8196 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] door : 0.5761 0.7557 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] window : 0.5149 0.6041 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] bookshelf : 0.7751 0.8842 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] picture : 0.2728 0.3131 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] counter : 0.6324 0.7720 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] desk : 0.6284 0.8315 +[2025-02-27 17:05:33,143 INFO hook.py line 232 276539] curtain : 0.6856 0.7937 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] refridgerator : 0.5444 0.5925 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] shower curtain : 0.6274 0.6685 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] toilet : 0.9312 0.9659 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] sink : 0.6301 0.7822 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] bathtub : 0.8921 0.9100 +[2025-02-27 17:05:33,144 INFO hook.py line 232 276539] otherfurniture : 0.5126 0.6044 +[2025-02-27 17:05:33,144 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:05:33,144 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6858/0.7818/0.8854. +[2025-02-27 17:05:33,145 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:05:33,166 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6858 +[2025-02-27 17:05:33,166 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:05:33,166 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:05:56,634 INFO hook.py line 109 276539] Train: [49/100][50/300] Data 0.006 (0.005) Batch 0.292 (0.306) Remain 01:19:18 loss: 0.6839 Lr: 3.42967e-03 +[2025-02-27 17:06:12,531 INFO hook.py line 109 276539] Train: [49/100][100/300] Data 0.003 (0.005) Batch 0.378 (0.312) Remain 01:20:38 loss: 0.2617 Lr: 3.41330e-03 +[2025-02-27 17:06:27,638 INFO hook.py line 109 276539] Train: [49/100][150/300] Data 0.003 (0.005) Batch 0.285 (0.309) Remain 01:19:30 loss: 0.7730 Lr: 3.39692e-03 +[2025-02-27 17:06:43,371 INFO hook.py line 109 276539] Train: [49/100][200/300] Data 0.003 (0.005) Batch 0.295 (0.310) Remain 01:19:37 loss: 0.4124 Lr: 3.38053e-03 +[2025-02-27 17:06:56,962 INFO hook.py line 109 276539] Train: [49/100][250/300] Data 0.003 (0.005) Batch 0.257 (0.302) Remain 01:17:22 loss: 0.6596 Lr: 3.36412e-03 +[2025-02-27 17:07:08,358 INFO hook.py line 109 276539] Train: [49/100][300/300] Data 0.001 (0.004) Batch 0.181 (0.290) Remain 01:13:55 loss: 0.7527 Lr: 3.34770e-03 +[2025-02-27 17:07:08,359 INFO misc.py line 135 276539] Train result: loss: 0.5426 +[2025-02-27 17:07:08,444 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:07:27,594 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1347 +[2025-02-27 17:07:28,061 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5890 +[2025-02-27 17:07:28,113 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2872 +[2025-02-27 17:07:28,180 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5561 +[2025-02-27 17:07:28,232 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3819 +[2025-02-27 17:07:28,293 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5849 +[2025-02-27 17:07:28,773 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5403 +[2025-02-27 17:07:28,823 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2339 +[2025-02-27 17:07:28,876 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0964 +[2025-02-27 17:07:29,237 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6969 +[2025-02-27 17:07:29,293 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4816 +[2025-02-27 17:07:29,335 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8324 +[2025-02-27 17:07:29,381 INFO hook.py line 289 276539] Test: [13/78] Loss 0.8549 +[2025-02-27 17:07:29,421 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7542 +[2025-02-27 17:07:29,460 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1152 +[2025-02-27 17:07:29,507 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2433 +[2025-02-27 17:07:29,544 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6106 +[2025-02-27 17:07:29,598 INFO hook.py line 289 276539] Test: [18/78] Loss 0.4471 +[2025-02-27 17:07:29,644 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2287 +[2025-02-27 17:07:29,687 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1810 +[2025-02-27 17:07:29,724 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3104 +[2025-02-27 17:07:29,764 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4554 +[2025-02-27 17:07:29,791 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5683 +[2025-02-27 17:07:29,836 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9584 +[2025-02-27 17:07:29,881 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8707 +[2025-02-27 17:07:29,931 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5376 +[2025-02-27 17:07:29,980 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4474 +[2025-02-27 17:07:30,021 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4752 +[2025-02-27 17:07:30,056 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3495 +[2025-02-27 17:07:30,117 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4675 +[2025-02-27 17:07:30,171 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4650 +[2025-02-27 17:07:30,216 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3551 +[2025-02-27 17:07:30,275 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2576 +[2025-02-27 17:07:30,311 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0052 +[2025-02-27 17:07:30,347 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3626 +[2025-02-27 17:07:30,388 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9125 +[2025-02-27 17:07:30,424 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5143 +[2025-02-27 17:07:30,468 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2939 +[2025-02-27 17:07:30,539 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6425 +[2025-02-27 17:07:30,583 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5549 +[2025-02-27 17:07:30,627 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9691 +[2025-02-27 17:07:30,667 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1274 +[2025-02-27 17:07:30,711 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2060 +[2025-02-27 17:07:30,765 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5135 +[2025-02-27 17:07:30,808 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5973 +[2025-02-27 17:07:30,865 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6864 +[2025-02-27 17:07:30,902 INFO hook.py line 289 276539] Test: [47/78] Loss 1.2408 +[2025-02-27 17:07:30,935 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3932 +[2025-02-27 17:07:30,969 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8999 +[2025-02-27 17:07:31,005 INFO hook.py line 289 276539] Test: [50/78] Loss 1.3986 +[2025-02-27 17:07:31,036 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6110 +[2025-02-27 17:07:31,069 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9822 +[2025-02-27 17:07:31,103 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3617 +[2025-02-27 17:07:31,144 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0146 +[2025-02-27 17:07:31,182 INFO hook.py line 289 276539] Test: [55/78] Loss 0.1227 +[2025-02-27 17:07:31,224 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2546 +[2025-02-27 17:07:31,258 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7645 +[2025-02-27 17:07:31,285 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6529 +[2025-02-27 17:07:31,323 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8342 +[2025-02-27 17:07:31,355 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6373 +[2025-02-27 17:07:31,390 INFO hook.py line 289 276539] Test: [61/78] Loss 0.9621 +[2025-02-27 17:07:31,423 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4465 +[2025-02-27 17:07:31,460 INFO hook.py line 289 276539] Test: [63/78] Loss 1.4634 +[2025-02-27 17:07:31,518 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2479 +[2025-02-27 17:07:31,551 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9632 +[2025-02-27 17:07:31,591 INFO hook.py line 289 276539] Test: [66/78] Loss 0.9411 +[2025-02-27 17:07:31,628 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3393 +[2025-02-27 17:07:31,660 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0435 +[2025-02-27 17:07:31,689 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4071 +[2025-02-27 17:07:31,744 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2090 +[2025-02-27 17:07:31,787 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9978 +[2025-02-27 17:07:31,837 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2142 +[2025-02-27 17:07:31,884 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3508 +[2025-02-27 17:07:31,926 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6826 +[2025-02-27 17:07:31,975 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4234 +[2025-02-27 17:07:32,003 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7550 +[2025-02-27 17:07:32,058 INFO hook.py line 289 276539] Test: [77/78] Loss 0.6011 +[2025-02-27 17:07:32,085 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7818 +[2025-02-27 17:07:33,641 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:07:33,642 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:07:33,642 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:07:33,642 INFO hook.py line 232 276539] wall : 0.8239 0.9333 +[2025-02-27 17:07:33,642 INFO hook.py line 232 276539] floor : 0.9609 0.9827 +[2025-02-27 17:07:33,642 INFO hook.py line 232 276539] cabinet : 0.6068 0.7363 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] bed : 0.7661 0.8524 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] chair : 0.8608 0.9132 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] sofa : 0.7493 0.9555 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] table : 0.6939 0.7893 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] door : 0.5883 0.7385 +[2025-02-27 17:07:33,643 INFO hook.py line 232 276539] window : 0.5333 0.6252 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] bookshelf : 0.7739 0.8860 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] picture : 0.2670 0.4014 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] counter : 0.6200 0.7452 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] desk : 0.6068 0.7360 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] curtain : 0.6558 0.7518 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] refridgerator : 0.4891 0.5474 +[2025-02-27 17:07:33,644 INFO hook.py line 232 276539] shower curtain : 0.5792 0.6322 +[2025-02-27 17:07:33,645 INFO hook.py line 232 276539] toilet : 0.9294 0.9557 +[2025-02-27 17:07:33,645 INFO hook.py line 232 276539] sink : 0.6170 0.7134 +[2025-02-27 17:07:33,645 INFO hook.py line 232 276539] bathtub : 0.8736 0.9281 +[2025-02-27 17:07:33,645 INFO hook.py line 232 276539] otherfurniture : 0.5153 0.6359 +[2025-02-27 17:07:33,645 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:07:33,645 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6755/0.7730/0.8824. +[2025-02-27 17:07:33,646 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:07:33,669 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:07:33,669 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:08:00,764 INFO hook.py line 109 276539] Train: [50/100][50/300] Data 0.007 (0.006) Batch 0.367 (0.368) Remain 01:33:35 loss: 0.8153 Lr: 3.33128e-03 +[2025-02-27 17:08:18,335 INFO hook.py line 109 276539] Train: [50/100][100/300] Data 0.007 (0.007) Batch 0.367 (0.360) Remain 01:31:05 loss: 0.6225 Lr: 3.31484e-03 +[2025-02-27 17:08:36,377 INFO hook.py line 109 276539] Train: [50/100][150/300] Data 0.008 (0.006) Batch 0.335 (0.360) Remain 01:30:54 loss: 0.7464 Lr: 3.29839e-03 +[2025-02-27 17:08:54,874 INFO hook.py line 109 276539] Train: [50/100][200/300] Data 0.003 (0.006) Batch 0.455 (0.363) Remain 01:31:14 loss: 0.3385 Lr: 3.28194e-03 +[2025-02-27 17:09:12,840 INFO hook.py line 109 276539] Train: [50/100][250/300] Data 0.003 (0.006) Batch 0.431 (0.362) Remain 01:30:46 loss: 0.4506 Lr: 3.26547e-03 +[2025-02-27 17:09:26,565 INFO hook.py line 109 276539] Train: [50/100][300/300] Data 0.002 (0.006) Batch 0.221 (0.347) Remain 01:26:47 loss: 0.5930 Lr: 3.24900e-03 +[2025-02-27 17:09:26,565 INFO misc.py line 135 276539] Train result: loss: 0.5491 +[2025-02-27 17:09:26,654 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:09:45,788 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1586 +[2025-02-27 17:09:46,729 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7419 +[2025-02-27 17:09:46,787 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4931 +[2025-02-27 17:09:46,921 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5252 +[2025-02-27 17:09:46,967 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2755 +[2025-02-27 17:09:47,022 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6924 +[2025-02-27 17:09:47,086 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5470 +[2025-02-27 17:09:47,145 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2123 +[2025-02-27 17:09:47,194 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9738 +[2025-02-27 17:09:47,251 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8117 +[2025-02-27 17:09:47,306 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5243 +[2025-02-27 17:09:47,345 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8272 +[2025-02-27 17:09:47,699 INFO hook.py line 289 276539] Test: [13/78] Loss 1.7637 +[2025-02-27 17:09:47,746 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9284 +[2025-02-27 17:09:47,783 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2163 +[2025-02-27 17:09:47,872 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0564 +[2025-02-27 17:09:47,915 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4728 +[2025-02-27 17:09:47,950 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5579 +[2025-02-27 17:09:47,991 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9256 +[2025-02-27 17:09:48,027 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0015 +[2025-02-27 17:09:48,060 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2755 +[2025-02-27 17:09:48,100 INFO hook.py line 289 276539] Test: [22/78] Loss 1.0886 +[2025-02-27 17:09:48,143 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7930 +[2025-02-27 17:09:48,188 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8338 +[2025-02-27 17:09:48,229 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6733 +[2025-02-27 17:09:48,289 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5528 +[2025-02-27 17:09:48,355 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9214 +[2025-02-27 17:09:48,391 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5170 +[2025-02-27 17:09:48,434 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2926 +[2025-02-27 17:09:48,486 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5783 +[2025-02-27 17:09:48,541 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5166 +[2025-02-27 17:09:48,583 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5469 +[2025-02-27 17:09:48,634 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3265 +[2025-02-27 17:09:48,686 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8891 +[2025-02-27 17:09:48,734 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5305 +[2025-02-27 17:09:48,778 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9103 +[2025-02-27 17:09:48,815 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6138 +[2025-02-27 17:09:48,860 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2731 +[2025-02-27 17:09:48,931 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4432 +[2025-02-27 17:09:48,985 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3167 +[2025-02-27 17:09:49,027 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8356 +[2025-02-27 17:09:49,054 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1574 +[2025-02-27 17:09:49,099 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1835 +[2025-02-27 17:09:49,161 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4452 +[2025-02-27 17:09:49,204 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4677 +[2025-02-27 17:09:49,256 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5503 +[2025-02-27 17:09:49,298 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8889 +[2025-02-27 17:09:49,338 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6687 +[2025-02-27 17:09:49,369 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1861 +[2025-02-27 17:09:49,403 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0700 +[2025-02-27 17:09:49,431 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7542 +[2025-02-27 17:09:49,486 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8908 +[2025-02-27 17:09:49,512 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4542 +[2025-02-27 17:09:49,547 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6767 +[2025-02-27 17:09:49,584 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0555 +[2025-02-27 17:09:49,623 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2260 +[2025-02-27 17:09:49,655 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6975 +[2025-02-27 17:09:49,682 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6597 +[2025-02-27 17:09:49,720 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8803 +[2025-02-27 17:09:49,755 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7138 +[2025-02-27 17:09:49,780 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6845 +[2025-02-27 17:09:49,812 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6351 +[2025-02-27 17:09:49,853 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9586 +[2025-02-27 17:09:49,908 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0952 +[2025-02-27 17:09:49,935 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9859 +[2025-02-27 17:09:49,975 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7127 +[2025-02-27 17:09:50,013 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6665 +[2025-02-27 17:09:50,045 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0773 +[2025-02-27 17:09:50,074 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3239 +[2025-02-27 17:09:50,130 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7046 +[2025-02-27 17:09:50,174 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9314 +[2025-02-27 17:09:50,224 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3211 +[2025-02-27 17:09:50,273 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3556 +[2025-02-27 17:09:50,313 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3808 +[2025-02-27 17:09:50,361 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5441 +[2025-02-27 17:09:50,400 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9219 +[2025-02-27 17:09:50,456 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3467 +[2025-02-27 17:09:50,483 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5309 +[2025-02-27 17:09:52,211 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:09:52,212 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:09:52,212 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:09:52,212 INFO hook.py line 232 276539] wall : 0.8086 0.9471 +[2025-02-27 17:09:52,213 INFO hook.py line 232 276539] floor : 0.9611 0.9804 +[2025-02-27 17:09:52,213 INFO hook.py line 232 276539] cabinet : 0.5831 0.6711 +[2025-02-27 17:09:52,213 INFO hook.py line 232 276539] bed : 0.7815 0.8416 +[2025-02-27 17:09:52,213 INFO hook.py line 232 276539] chair : 0.8576 0.9636 +[2025-02-27 17:09:52,213 INFO hook.py line 232 276539] sofa : 0.7925 0.8731 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] table : 0.6863 0.8290 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] door : 0.5794 0.6579 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] window : 0.5039 0.5784 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] bookshelf : 0.7849 0.8408 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] picture : 0.2750 0.5084 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] counter : 0.6225 0.7771 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] desk : 0.5781 0.7372 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] curtain : 0.6285 0.7212 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] refridgerator : 0.5426 0.6341 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] shower curtain : 0.5685 0.6350 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] toilet : 0.9134 0.9702 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] sink : 0.6094 0.6529 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] bathtub : 0.8784 0.9028 +[2025-02-27 17:09:52,214 INFO hook.py line 232 276539] otherfurniture : 0.4881 0.5656 +[2025-02-27 17:09:52,215 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:09:52,215 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6722/0.7644/0.8784. +[2025-02-27 17:09:52,215 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:09:52,236 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:09:52,237 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:10:17,749 INFO hook.py line 109 276539] Train: [51/100][50/300] Data 0.013 (0.006) Batch 0.360 (0.352) Remain 01:27:42 loss: 0.4986 Lr: 3.23252e-03 +[2025-02-27 17:10:35,833 INFO hook.py line 109 276539] Train: [51/100][100/300] Data 0.004 (0.007) Batch 0.356 (0.357) Remain 01:28:39 loss: 0.4114 Lr: 3.21604e-03 +[2025-02-27 17:10:51,903 INFO hook.py line 109 276539] Train: [51/100][150/300] Data 0.003 (0.006) Batch 0.284 (0.345) Remain 01:25:21 loss: 0.7984 Lr: 3.19987e-03 +[2025-02-27 17:11:07,109 INFO hook.py line 109 276539] Train: [51/100][200/300] Data 0.003 (0.006) Batch 0.240 (0.335) Remain 01:22:31 loss: 0.4495 Lr: 3.18337e-03 +[2025-02-27 17:11:22,671 INFO hook.py line 109 276539] Train: [51/100][250/300] Data 0.009 (0.006) Batch 0.294 (0.330) Remain 01:21:05 loss: 0.5707 Lr: 3.16687e-03 +[2025-02-27 17:11:34,664 INFO hook.py line 109 276539] Train: [51/100][300/300] Data 0.002 (0.005) Batch 0.203 (0.315) Remain 01:17:05 loss: 0.6843 Lr: 3.15036e-03 +[2025-02-27 17:11:34,665 INFO misc.py line 135 276539] Train result: loss: 0.5395 +[2025-02-27 17:11:34,752 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:11:49,458 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1491 +[2025-02-27 17:11:49,709 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6412 +[2025-02-27 17:11:50,367 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3051 +[2025-02-27 17:11:50,426 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5162 +[2025-02-27 17:11:50,460 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2343 +[2025-02-27 17:11:50,523 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5490 +[2025-02-27 17:11:50,580 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4163 +[2025-02-27 17:11:50,614 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2486 +[2025-02-27 17:11:51,164 INFO hook.py line 289 276539] Test: [9/78] Loss 1.1655 +[2025-02-27 17:11:51,208 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5457 +[2025-02-27 17:11:51,265 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6357 +[2025-02-27 17:11:51,311 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8247 +[2025-02-27 17:11:51,357 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9604 +[2025-02-27 17:11:51,403 INFO hook.py line 289 276539] Test: [14/78] Loss 2.4010 +[2025-02-27 17:11:51,450 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4683 +[2025-02-27 17:11:51,496 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0637 +[2025-02-27 17:11:51,546 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4283 +[2025-02-27 17:11:51,587 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7210 +[2025-02-27 17:11:51,637 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0280 +[2025-02-27 17:11:51,677 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3111 +[2025-02-27 17:11:51,720 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2102 +[2025-02-27 17:11:51,769 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3383 +[2025-02-27 17:11:51,801 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5909 +[2025-02-27 17:11:51,843 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7497 +[2025-02-27 17:11:51,890 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7308 +[2025-02-27 17:11:51,938 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5354 +[2025-02-27 17:11:51,987 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4984 +[2025-02-27 17:11:52,019 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4305 +[2025-02-27 17:11:52,050 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3045 +[2025-02-27 17:11:52,099 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5216 +[2025-02-27 17:11:52,157 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4602 +[2025-02-27 17:11:52,192 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3087 +[2025-02-27 17:11:52,241 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1936 +[2025-02-27 17:11:52,286 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1111 +[2025-02-27 17:11:52,322 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5063 +[2025-02-27 17:11:52,358 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9161 +[2025-02-27 17:11:52,392 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5427 +[2025-02-27 17:11:52,424 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2198 +[2025-02-27 17:11:52,483 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4861 +[2025-02-27 17:11:52,526 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4240 +[2025-02-27 17:11:52,566 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0503 +[2025-02-27 17:11:52,591 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1292 +[2025-02-27 17:11:52,623 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1559 +[2025-02-27 17:11:52,675 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4299 +[2025-02-27 17:11:52,707 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5629 +[2025-02-27 17:11:52,755 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7455 +[2025-02-27 17:11:52,790 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4687 +[2025-02-27 17:11:52,820 INFO hook.py line 289 276539] Test: [48/78] Loss 0.8440 +[2025-02-27 17:11:52,850 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8227 +[2025-02-27 17:11:52,880 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8926 +[2025-02-27 17:11:52,906 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9515 +[2025-02-27 17:11:52,937 INFO hook.py line 289 276539] Test: [52/78] Loss 1.1014 +[2025-02-27 17:11:52,960 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4688 +[2025-02-27 17:11:52,992 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1489 +[2025-02-27 17:11:53,025 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0475 +[2025-02-27 17:11:53,061 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2539 +[2025-02-27 17:11:53,091 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4629 +[2025-02-27 17:11:53,115 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5982 +[2025-02-27 17:11:53,150 INFO hook.py line 289 276539] Test: [59/78] Loss 1.0326 +[2025-02-27 17:11:53,178 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8646 +[2025-02-27 17:11:53,199 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7277 +[2025-02-27 17:11:53,228 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4263 +[2025-02-27 17:11:53,261 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1691 +[2025-02-27 17:11:53,312 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5771 +[2025-02-27 17:11:53,336 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9260 +[2025-02-27 17:11:53,373 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4621 +[2025-02-27 17:11:53,408 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6195 +[2025-02-27 17:11:53,437 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9824 +[2025-02-27 17:11:53,464 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3133 +[2025-02-27 17:11:53,517 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2014 +[2025-02-27 17:11:53,556 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9894 +[2025-02-27 17:11:53,605 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3005 +[2025-02-27 17:11:53,650 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2696 +[2025-02-27 17:11:53,688 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0097 +[2025-02-27 17:11:53,733 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4807 +[2025-02-27 17:11:53,759 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6636 +[2025-02-27 17:11:53,812 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3499 +[2025-02-27 17:11:53,836 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6482 +[2025-02-27 17:11:54,954 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:11:54,954 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:11:54,954 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:11:54,954 INFO hook.py line 232 276539] wall : 0.8218 0.9418 +[2025-02-27 17:11:54,954 INFO hook.py line 232 276539] floor : 0.9594 0.9841 +[2025-02-27 17:11:54,954 INFO hook.py line 232 276539] cabinet : 0.5856 0.7616 +[2025-02-27 17:11:54,954 INFO hook.py line 232 276539] bed : 0.7912 0.8411 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] chair : 0.8887 0.9416 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] sofa : 0.8179 0.9280 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] table : 0.7293 0.8274 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] door : 0.5999 0.7801 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] window : 0.5291 0.6376 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] bookshelf : 0.7856 0.8779 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] picture : 0.3116 0.3767 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] counter : 0.5798 0.7328 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] desk : 0.6105 0.7403 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] curtain : 0.6632 0.7399 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] refridgerator : 0.4865 0.5317 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] shower curtain : 0.5727 0.8359 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] toilet : 0.8998 0.9680 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] sink : 0.6016 0.7282 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] bathtub : 0.8619 0.8851 +[2025-02-27 17:11:54,955 INFO hook.py line 232 276539] otherfurniture : 0.4474 0.4722 +[2025-02-27 17:11:54,955 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:11:54,955 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6772/0.7766/0.8847. +[2025-02-27 17:11:54,955 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:11:54,976 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:11:54,976 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:12:17,491 INFO hook.py line 109 276539] Train: [52/100][50/300] Data 0.007 (0.005) Batch 0.387 (0.333) Remain 01:21:17 loss: 0.6519 Lr: 3.13384e-03 +[2025-02-27 17:12:35,195 INFO hook.py line 109 276539] Train: [52/100][100/300] Data 0.008 (0.006) Batch 0.316 (0.344) Remain 01:23:39 loss: 0.8064 Lr: 3.11732e-03 +[2025-02-27 17:12:53,624 INFO hook.py line 109 276539] Train: [52/100][150/300] Data 0.007 (0.006) Batch 0.327 (0.352) Remain 01:25:25 loss: 0.5945 Lr: 3.10080e-03 +[2025-02-27 17:13:11,704 INFO hook.py line 109 276539] Train: [52/100][200/300] Data 0.008 (0.007) Batch 0.436 (0.355) Remain 01:25:41 loss: 0.4880 Lr: 3.08428e-03 +[2025-02-27 17:13:29,736 INFO hook.py line 109 276539] Train: [52/100][250/300] Data 0.004 (0.007) Batch 0.382 (0.356) Remain 01:25:41 loss: 0.3945 Lr: 3.06775e-03 +[2025-02-27 17:13:43,612 INFO hook.py line 109 276539] Train: [52/100][300/300] Data 0.002 (0.006) Batch 0.217 (0.343) Remain 01:22:14 loss: 0.4241 Lr: 3.05122e-03 +[2025-02-27 17:13:43,613 INFO misc.py line 135 276539] Train result: loss: 0.5272 +[2025-02-27 17:13:43,703 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:14:04,019 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1392 +[2025-02-27 17:14:04,095 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4441 +[2025-02-27 17:14:04,145 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3867 +[2025-02-27 17:14:04,200 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4541 +[2025-02-27 17:14:04,246 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2634 +[2025-02-27 17:14:04,308 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6332 +[2025-02-27 17:14:04,360 INFO hook.py line 289 276539] Test: [7/78] Loss 0.6808 +[2025-02-27 17:14:04,398 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2612 +[2025-02-27 17:14:04,449 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9832 +[2025-02-27 17:14:04,495 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4717 +[2025-02-27 17:14:04,549 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4097 +[2025-02-27 17:14:04,589 INFO hook.py line 289 276539] Test: [12/78] Loss 0.5992 +[2025-02-27 17:14:04,898 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2190 +[2025-02-27 17:14:04,948 INFO hook.py line 289 276539] Test: [14/78] Loss 1.4896 +[2025-02-27 17:14:04,990 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1414 +[2025-02-27 17:14:05,054 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1340 +[2025-02-27 17:14:05,102 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5186 +[2025-02-27 17:14:05,152 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5249 +[2025-02-27 17:14:05,210 INFO hook.py line 289 276539] Test: [19/78] Loss 1.0250 +[2025-02-27 17:14:05,259 INFO hook.py line 289 276539] Test: [20/78] Loss 1.0681 +[2025-02-27 17:14:05,306 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2507 +[2025-02-27 17:14:05,351 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3280 +[2025-02-27 17:14:05,391 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8867 +[2025-02-27 17:14:05,449 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7269 +[2025-02-27 17:14:05,502 INFO hook.py line 289 276539] Test: [25/78] Loss 0.5760 +[2025-02-27 17:14:05,553 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7921 +[2025-02-27 17:14:05,607 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0783 +[2025-02-27 17:14:05,649 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5601 +[2025-02-27 17:14:05,692 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2945 +[2025-02-27 17:14:05,744 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3993 +[2025-02-27 17:14:05,799 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5507 +[2025-02-27 17:14:05,834 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4121 +[2025-02-27 17:14:05,885 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2998 +[2025-02-27 17:14:05,932 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8904 +[2025-02-27 17:14:05,972 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5489 +[2025-02-27 17:14:06,023 INFO hook.py line 289 276539] Test: [36/78] Loss 0.6948 +[2025-02-27 17:14:06,067 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4709 +[2025-02-27 17:14:06,113 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2320 +[2025-02-27 17:14:06,173 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6067 +[2025-02-27 17:14:06,223 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4196 +[2025-02-27 17:14:06,267 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8964 +[2025-02-27 17:14:06,298 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1650 +[2025-02-27 17:14:06,347 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1673 +[2025-02-27 17:14:06,419 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4032 +[2025-02-27 17:14:06,460 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4493 +[2025-02-27 17:14:06,514 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6798 +[2025-02-27 17:14:06,553 INFO hook.py line 289 276539] Test: [47/78] Loss 1.6603 +[2025-02-27 17:14:06,593 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5049 +[2025-02-27 17:14:06,636 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8320 +[2025-02-27 17:14:06,678 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9610 +[2025-02-27 17:14:06,712 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9630 +[2025-02-27 17:14:06,746 INFO hook.py line 289 276539] Test: [52/78] Loss 1.0999 +[2025-02-27 17:14:06,771 INFO hook.py line 289 276539] Test: [53/78] Loss 0.6108 +[2025-02-27 17:14:06,808 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8086 +[2025-02-27 17:14:06,854 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0492 +[2025-02-27 17:14:06,893 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2899 +[2025-02-27 17:14:06,927 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0955 +[2025-02-27 17:14:06,960 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6712 +[2025-02-27 17:14:06,999 INFO hook.py line 289 276539] Test: [59/78] Loss 1.0074 +[2025-02-27 17:14:07,031 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8878 +[2025-02-27 17:14:07,056 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8078 +[2025-02-27 17:14:07,089 INFO hook.py line 289 276539] Test: [62/78] Loss 0.8608 +[2025-02-27 17:14:07,124 INFO hook.py line 289 276539] Test: [63/78] Loss 1.1222 +[2025-02-27 17:14:07,178 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2752 +[2025-02-27 17:14:07,206 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2662 +[2025-02-27 17:14:07,246 INFO hook.py line 289 276539] Test: [66/78] Loss 1.0762 +[2025-02-27 17:14:07,283 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3794 +[2025-02-27 17:14:07,317 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8337 +[2025-02-27 17:14:07,348 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3326 +[2025-02-27 17:14:07,402 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9112 +[2025-02-27 17:14:07,442 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6085 +[2025-02-27 17:14:07,495 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2105 +[2025-02-27 17:14:07,542 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3740 +[2025-02-27 17:14:07,582 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6753 +[2025-02-27 17:14:07,631 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4382 +[2025-02-27 17:14:07,660 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5233 +[2025-02-27 17:14:07,714 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4637 +[2025-02-27 17:14:07,747 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4777 +[2025-02-27 17:14:09,525 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:14:09,526 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:14:09,527 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:14:09,527 INFO hook.py line 232 276539] wall : 0.8330 0.9307 +[2025-02-27 17:14:09,527 INFO hook.py line 232 276539] floor : 0.9599 0.9821 +[2025-02-27 17:14:09,527 INFO hook.py line 232 276539] cabinet : 0.6013 0.7171 +[2025-02-27 17:14:09,527 INFO hook.py line 232 276539] bed : 0.7794 0.8284 +[2025-02-27 17:14:09,527 INFO hook.py line 232 276539] chair : 0.8587 0.9473 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] sofa : 0.7708 0.8698 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] table : 0.6698 0.8545 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] door : 0.6069 0.7719 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] window : 0.5668 0.7477 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] bookshelf : 0.7722 0.8668 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] picture : 0.2653 0.2950 +[2025-02-27 17:14:09,528 INFO hook.py line 232 276539] counter : 0.6375 0.7945 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] desk : 0.5576 0.6527 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] curtain : 0.6758 0.7018 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] refridgerator : 0.5007 0.5950 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] shower curtain : 0.5242 0.5709 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] toilet : 0.9011 0.9485 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] sink : 0.6343 0.7221 +[2025-02-27 17:14:09,529 INFO hook.py line 232 276539] bathtub : 0.8705 0.8797 +[2025-02-27 17:14:09,530 INFO hook.py line 232 276539] otherfurniture : 0.4946 0.5944 +[2025-02-27 17:14:09,530 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:14:09,530 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6740/0.7635/0.8840. +[2025-02-27 17:14:09,530 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:14:09,540 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:14:09,541 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:14:35,488 INFO hook.py line 109 276539] Train: [53/100][50/300] Data 0.005 (0.007) Batch 0.358 (0.356) Remain 01:25:10 loss: 0.5071 Lr: 3.03469e-03 +[2025-02-27 17:14:53,317 INFO hook.py line 109 276539] Train: [53/100][100/300] Data 0.004 (0.007) Batch 0.308 (0.356) Remain 01:24:56 loss: 0.4844 Lr: 3.01816e-03 +[2025-02-27 17:15:10,449 INFO hook.py line 109 276539] Train: [53/100][150/300] Data 0.008 (0.007) Batch 0.354 (0.352) Remain 01:23:31 loss: 0.3745 Lr: 3.00162e-03 +[2025-02-27 17:15:28,481 INFO hook.py line 109 276539] Train: [53/100][200/300] Data 0.004 (0.007) Batch 0.362 (0.354) Remain 01:23:46 loss: 0.3701 Lr: 2.98509e-03 +[2025-02-27 17:15:45,331 INFO hook.py line 109 276539] Train: [53/100][250/300] Data 0.016 (0.007) Batch 0.307 (0.351) Remain 01:22:40 loss: 0.5185 Lr: 2.96856e-03 +[2025-02-27 17:15:57,677 INFO hook.py line 109 276539] Train: [53/100][300/300] Data 0.002 (0.006) Batch 0.190 (0.333) Remain 01:18:16 loss: 0.6627 Lr: 2.95203e-03 +[2025-02-27 17:15:57,678 INFO misc.py line 135 276539] Train result: loss: 0.5317 +[2025-02-27 17:15:57,747 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:16:17,923 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1334 +[2025-02-27 17:16:17,966 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9159 +[2025-02-27 17:16:18,002 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2929 +[2025-02-27 17:16:18,053 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4457 +[2025-02-27 17:16:18,086 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2961 +[2025-02-27 17:16:18,148 INFO hook.py line 289 276539] Test: [6/78] Loss 1.2267 +[2025-02-27 17:16:18,196 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5828 +[2025-02-27 17:16:18,223 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4440 +[2025-02-27 17:16:18,266 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9554 +[2025-02-27 17:16:18,299 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4335 +[2025-02-27 17:16:18,343 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5161 +[2025-02-27 17:16:18,378 INFO hook.py line 289 276539] Test: [12/78] Loss 1.2023 +[2025-02-27 17:16:18,429 INFO hook.py line 289 276539] Test: [13/78] Loss 0.6145 +[2025-02-27 17:16:18,475 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7369 +[2025-02-27 17:16:18,521 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3404 +[2025-02-27 17:16:18,564 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1729 +[2025-02-27 17:16:18,605 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5874 +[2025-02-27 17:16:18,634 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6109 +[2025-02-27 17:16:18,674 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9928 +[2025-02-27 17:16:18,708 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2266 +[2025-02-27 17:16:18,742 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3014 +[2025-02-27 17:16:18,780 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4428 +[2025-02-27 17:16:18,807 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5665 +[2025-02-27 17:16:18,852 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7245 +[2025-02-27 17:16:18,889 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7599 +[2025-02-27 17:16:18,931 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6067 +[2025-02-27 17:16:18,980 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1335 +[2025-02-27 17:16:19,021 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5086 +[2025-02-27 17:16:19,080 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3148 +[2025-02-27 17:16:19,132 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4475 +[2025-02-27 17:16:19,188 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4559 +[2025-02-27 17:16:19,221 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4809 +[2025-02-27 17:16:19,272 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2138 +[2025-02-27 17:16:19,309 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0199 +[2025-02-27 17:16:19,345 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3637 +[2025-02-27 17:16:19,383 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7920 +[2025-02-27 17:16:19,420 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4623 +[2025-02-27 17:16:19,452 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3210 +[2025-02-27 17:16:19,510 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7269 +[2025-02-27 17:16:19,557 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3474 +[2025-02-27 17:16:19,599 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9665 +[2025-02-27 17:16:19,631 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1850 +[2025-02-27 17:16:19,681 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1479 +[2025-02-27 17:16:19,749 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6167 +[2025-02-27 17:16:19,790 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6140 +[2025-02-27 17:16:19,838 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5305 +[2025-02-27 17:16:19,885 INFO hook.py line 289 276539] Test: [47/78] Loss 1.0479 +[2025-02-27 17:16:19,924 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4293 +[2025-02-27 17:16:19,960 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8423 +[2025-02-27 17:16:19,994 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1974 +[2025-02-27 17:16:20,027 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7176 +[2025-02-27 17:16:20,064 INFO hook.py line 289 276539] Test: [52/78] Loss 0.9077 +[2025-02-27 17:16:20,093 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3421 +[2025-02-27 17:16:20,128 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7407 +[2025-02-27 17:16:20,165 INFO hook.py line 289 276539] Test: [55/78] Loss 0.2622 +[2025-02-27 17:16:20,205 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3465 +[2025-02-27 17:16:20,238 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6153 +[2025-02-27 17:16:20,266 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5536 +[2025-02-27 17:16:20,304 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6610 +[2025-02-27 17:16:20,334 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8797 +[2025-02-27 17:16:20,357 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7168 +[2025-02-27 17:16:20,390 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4314 +[2025-02-27 17:16:20,427 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9772 +[2025-02-27 17:16:20,481 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6567 +[2025-02-27 17:16:20,511 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1579 +[2025-02-27 17:16:20,550 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5615 +[2025-02-27 17:16:20,588 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6583 +[2025-02-27 17:16:20,618 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1634 +[2025-02-27 17:16:20,647 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3220 +[2025-02-27 17:16:20,700 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5662 +[2025-02-27 17:16:20,739 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9233 +[2025-02-27 17:16:20,787 INFO hook.py line 289 276539] Test: [72/78] Loss 0.4271 +[2025-02-27 17:16:20,835 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5455 +[2025-02-27 17:16:20,876 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5993 +[2025-02-27 17:16:20,924 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5331 +[2025-02-27 17:16:20,952 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5262 +[2025-02-27 17:16:21,007 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5972 +[2025-02-27 17:16:21,034 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5974 +[2025-02-27 17:16:22,648 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:16:22,648 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:16:22,649 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] wall : 0.8087 0.8974 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] floor : 0.9596 0.9823 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] cabinet : 0.5131 0.7826 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] bed : 0.7589 0.8713 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] chair : 0.8876 0.9289 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] sofa : 0.7913 0.9173 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] table : 0.6965 0.7865 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] door : 0.5989 0.7268 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] window : 0.5723 0.7080 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] bookshelf : 0.7913 0.8989 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] picture : 0.3300 0.4419 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] counter : 0.6183 0.7838 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] desk : 0.6069 0.8368 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] curtain : 0.5739 0.8575 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] refridgerator : 0.4773 0.5037 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] shower curtain : 0.6134 0.6897 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] toilet : 0.8987 0.9439 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] sink : 0.6590 0.7590 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] bathtub : 0.8658 0.9206 +[2025-02-27 17:16:22,649 INFO hook.py line 232 276539] otherfurniture : 0.4888 0.5465 +[2025-02-27 17:16:22,649 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:16:22,649 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6755/0.7892/0.8770. +[2025-02-27 17:16:22,650 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:16:22,670 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:16:22,670 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:16:43,968 INFO hook.py line 109 276539] Train: [54/100][50/300] Data 0.004 (0.004) Batch 0.263 (0.287) Remain 01:07:05 loss: 0.5584 Lr: 2.93550e-03 +[2025-02-27 17:16:57,860 INFO hook.py line 109 276539] Train: [54/100][100/300] Data 0.017 (0.004) Batch 0.379 (0.282) Remain 01:05:48 loss: 0.4769 Lr: 2.91897e-03 +[2025-02-27 17:17:15,716 INFO hook.py line 109 276539] Train: [54/100][150/300] Data 0.004 (0.005) Batch 0.378 (0.308) Remain 01:11:30 loss: 0.3835 Lr: 2.90244e-03 +[2025-02-27 17:17:33,538 INFO hook.py line 109 276539] Train: [54/100][200/300] Data 0.004 (0.006) Batch 0.334 (0.320) Remain 01:14:07 loss: 0.6382 Lr: 2.88592e-03 +[2025-02-27 17:17:51,404 INFO hook.py line 109 276539] Train: [54/100][250/300] Data 0.009 (0.006) Batch 0.323 (0.328) Remain 01:15:36 loss: 0.4921 Lr: 2.86940e-03 +[2025-02-27 17:18:05,198 INFO hook.py line 109 276539] Train: [54/100][300/300] Data 0.003 (0.005) Batch 0.214 (0.319) Remain 01:13:19 loss: 0.4253 Lr: 2.85288e-03 +[2025-02-27 17:18:05,198 INFO misc.py line 135 276539] Train result: loss: 0.5104 +[2025-02-27 17:18:05,293 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:18:24,921 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1613 +[2025-02-27 17:18:25,387 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7088 +[2025-02-27 17:18:25,509 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3346 +[2025-02-27 17:18:25,569 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5138 +[2025-02-27 17:18:25,608 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3105 +[2025-02-27 17:18:26,183 INFO hook.py line 289 276539] Test: [6/78] Loss 1.0986 +[2025-02-27 17:18:26,234 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4922 +[2025-02-27 17:18:26,421 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4168 +[2025-02-27 17:18:26,474 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0485 +[2025-02-27 17:18:26,520 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6383 +[2025-02-27 17:18:26,564 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4441 +[2025-02-27 17:18:26,607 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0134 +[2025-02-27 17:18:26,667 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9881 +[2025-02-27 17:18:26,721 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8782 +[2025-02-27 17:18:26,768 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4555 +[2025-02-27 17:18:26,819 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1269 +[2025-02-27 17:18:26,866 INFO hook.py line 289 276539] Test: [17/78] Loss 1.0849 +[2025-02-27 17:18:26,916 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5807 +[2025-02-27 17:18:26,965 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8869 +[2025-02-27 17:18:27,003 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4644 +[2025-02-27 17:18:27,042 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2699 +[2025-02-27 17:18:27,090 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3278 +[2025-02-27 17:18:27,128 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6978 +[2025-02-27 17:18:27,172 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6505 +[2025-02-27 17:18:27,222 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8843 +[2025-02-27 17:18:27,271 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5745 +[2025-02-27 17:18:27,322 INFO hook.py line 289 276539] Test: [27/78] Loss 1.4014 +[2025-02-27 17:18:27,357 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5095 +[2025-02-27 17:18:27,405 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2597 +[2025-02-27 17:18:27,465 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4215 +[2025-02-27 17:18:27,529 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4114 +[2025-02-27 17:18:27,566 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5114 +[2025-02-27 17:18:27,627 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2586 +[2025-02-27 17:18:27,675 INFO hook.py line 289 276539] Test: [34/78] Loss 1.2853 +[2025-02-27 17:18:27,713 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5439 +[2025-02-27 17:18:27,755 INFO hook.py line 289 276539] Test: [36/78] Loss 0.5875 +[2025-02-27 17:18:27,817 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4821 +[2025-02-27 17:18:27,854 INFO hook.py line 289 276539] Test: [38/78] Loss 0.4222 +[2025-02-27 17:18:27,927 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7862 +[2025-02-27 17:18:27,972 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4877 +[2025-02-27 17:18:28,025 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9525 +[2025-02-27 17:18:28,064 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2494 +[2025-02-27 17:18:28,107 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1895 +[2025-02-27 17:18:28,162 INFO hook.py line 289 276539] Test: [44/78] Loss 0.8752 +[2025-02-27 17:18:28,200 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6224 +[2025-02-27 17:18:28,246 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8889 +[2025-02-27 17:18:28,289 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5526 +[2025-02-27 17:18:28,331 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5368 +[2025-02-27 17:18:28,365 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0935 +[2025-02-27 17:18:28,400 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9668 +[2025-02-27 17:18:28,427 INFO hook.py line 289 276539] Test: [51/78] Loss 1.4186 +[2025-02-27 17:18:28,461 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8744 +[2025-02-27 17:18:28,496 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3812 +[2025-02-27 17:18:28,530 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0937 +[2025-02-27 17:18:28,566 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0926 +[2025-02-27 17:18:28,606 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3670 +[2025-02-27 17:18:28,639 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6602 +[2025-02-27 17:18:28,666 INFO hook.py line 289 276539] Test: [58/78] Loss 0.7785 +[2025-02-27 17:18:28,703 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9021 +[2025-02-27 17:18:28,738 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6491 +[2025-02-27 17:18:28,765 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8787 +[2025-02-27 17:18:28,799 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5289 +[2025-02-27 17:18:28,835 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7303 +[2025-02-27 17:18:28,891 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1642 +[2025-02-27 17:18:28,918 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9796 +[2025-02-27 17:18:28,968 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5125 +[2025-02-27 17:18:29,006 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3453 +[2025-02-27 17:18:29,037 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9771 +[2025-02-27 17:18:29,067 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4285 +[2025-02-27 17:18:29,123 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9434 +[2025-02-27 17:18:29,164 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8642 +[2025-02-27 17:18:29,214 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5231 +[2025-02-27 17:18:29,263 INFO hook.py line 289 276539] Test: [73/78] Loss 0.5676 +[2025-02-27 17:18:29,303 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8190 +[2025-02-27 17:18:29,351 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6159 +[2025-02-27 17:18:29,380 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6236 +[2025-02-27 17:18:29,435 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3990 +[2025-02-27 17:18:29,462 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5669 +[2025-02-27 17:18:31,038 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:18:31,039 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:18:31,039 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:18:31,039 INFO hook.py line 232 276539] wall : 0.8327 0.9157 +[2025-02-27 17:18:31,039 INFO hook.py line 232 276539] floor : 0.9358 0.9566 +[2025-02-27 17:18:31,039 INFO hook.py line 232 276539] cabinet : 0.6134 0.7834 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] bed : 0.7313 0.8385 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] chair : 0.8808 0.9503 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] sofa : 0.7708 0.8791 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] table : 0.6580 0.7484 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] door : 0.5892 0.7003 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] window : 0.5516 0.7267 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] bookshelf : 0.7587 0.9098 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] picture : 0.2876 0.3275 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] counter : 0.5678 0.6621 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] desk : 0.5872 0.8727 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] curtain : 0.6495 0.7958 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] refridgerator : 0.6122 0.6749 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] shower curtain : 0.5456 0.7180 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] toilet : 0.9226 0.9554 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] sink : 0.6458 0.7166 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] bathtub : 0.8809 0.9254 +[2025-02-27 17:18:31,040 INFO hook.py line 232 276539] otherfurniture : 0.4788 0.6497 +[2025-02-27 17:18:31,040 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:18:31,040 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6750/0.7853/0.8774. +[2025-02-27 17:18:31,041 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:18:31,059 INFO misc.py line 164 276539] Currently Best mIoU: 0.6858 +[2025-02-27 17:18:31,059 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:18:57,027 INFO hook.py line 109 276539] Train: [55/100][50/300] Data 0.005 (0.006) Batch 0.387 (0.359) Remain 01:22:20 loss: 0.3967 Lr: 2.83637e-03 +[2025-02-27 17:19:15,009 INFO hook.py line 109 276539] Train: [55/100][100/300] Data 0.015 (0.007) Batch 0.340 (0.359) Remain 01:22:03 loss: 0.3304 Lr: 2.81987e-03 +[2025-02-27 17:19:33,053 INFO hook.py line 109 276539] Train: [55/100][150/300] Data 0.004 (0.007) Batch 0.312 (0.360) Remain 01:21:53 loss: 0.3159 Lr: 2.80337e-03 +[2025-02-27 17:19:50,931 INFO hook.py line 109 276539] Train: [55/100][200/300] Data 0.007 (0.007) Batch 0.460 (0.359) Remain 01:21:27 loss: 0.7670 Lr: 2.78687e-03 +[2025-02-27 17:20:08,355 INFO hook.py line 109 276539] Train: [55/100][250/300] Data 0.013 (0.007) Batch 0.312 (0.357) Remain 01:20:39 loss: 0.4889 Lr: 2.77039e-03 +[2025-02-27 17:20:22,612 INFO hook.py line 109 276539] Train: [55/100][300/300] Data 0.002 (0.006) Batch 0.202 (0.345) Remain 01:17:37 loss: 0.2292 Lr: 2.75390e-03 +[2025-02-27 17:20:22,613 INFO misc.py line 135 276539] Train result: loss: 0.5063 +[2025-02-27 17:20:22,709 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:20:39,852 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1086 +[2025-02-27 17:20:39,911 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5722 +[2025-02-27 17:20:41,143 INFO hook.py line 289 276539] Test: [3/78] Loss 0.4427 +[2025-02-27 17:20:41,197 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4416 +[2025-02-27 17:20:41,228 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2575 +[2025-02-27 17:20:41,296 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6776 +[2025-02-27 17:20:41,352 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4720 +[2025-02-27 17:20:41,380 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2619 +[2025-02-27 17:20:41,425 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9801 +[2025-02-27 17:20:41,458 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7380 +[2025-02-27 17:20:41,510 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5744 +[2025-02-27 17:20:41,545 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9292 +[2025-02-27 17:20:41,589 INFO hook.py line 289 276539] Test: [13/78] Loss 0.7826 +[2025-02-27 17:20:41,633 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7562 +[2025-02-27 17:20:41,768 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0993 +[2025-02-27 17:20:41,829 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0789 +[2025-02-27 17:20:41,870 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4040 +[2025-02-27 17:20:41,908 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5816 +[2025-02-27 17:20:41,949 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9490 +[2025-02-27 17:20:41,985 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3273 +[2025-02-27 17:20:42,025 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2582 +[2025-02-27 17:20:42,071 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1784 +[2025-02-27 17:20:42,109 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5247 +[2025-02-27 17:20:42,153 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6984 +[2025-02-27 17:20:42,196 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8643 +[2025-02-27 17:20:42,233 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5539 +[2025-02-27 17:20:42,288 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2118 +[2025-02-27 17:20:42,322 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3808 +[2025-02-27 17:20:42,349 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2899 +[2025-02-27 17:20:42,403 INFO hook.py line 289 276539] Test: [30/78] Loss 0.6538 +[2025-02-27 17:20:42,462 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5829 +[2025-02-27 17:20:42,503 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5338 +[2025-02-27 17:20:42,554 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1948 +[2025-02-27 17:20:42,600 INFO hook.py line 289 276539] Test: [34/78] Loss 0.8112 +[2025-02-27 17:20:42,642 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3137 +[2025-02-27 17:20:42,689 INFO hook.py line 289 276539] Test: [36/78] Loss 0.6217 +[2025-02-27 17:20:42,732 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6849 +[2025-02-27 17:20:42,766 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2729 +[2025-02-27 17:20:42,828 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0217 +[2025-02-27 17:20:42,873 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2882 +[2025-02-27 17:20:42,921 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9857 +[2025-02-27 17:20:42,951 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1377 +[2025-02-27 17:20:42,996 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1249 +[2025-02-27 17:20:43,048 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5972 +[2025-02-27 17:20:43,088 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4630 +[2025-02-27 17:20:43,140 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6098 +[2025-02-27 17:20:43,176 INFO hook.py line 289 276539] Test: [47/78] Loss 1.0937 +[2025-02-27 17:20:43,214 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5668 +[2025-02-27 17:20:43,247 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0949 +[2025-02-27 17:20:43,276 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1518 +[2025-02-27 17:20:43,307 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9643 +[2025-02-27 17:20:43,338 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7466 +[2025-02-27 17:20:43,362 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2852 +[2025-02-27 17:20:43,394 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1784 +[2025-02-27 17:20:43,428 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0639 +[2025-02-27 17:20:43,465 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2099 +[2025-02-27 17:20:43,496 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7624 +[2025-02-27 17:20:43,526 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4992 +[2025-02-27 17:20:43,562 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8640 +[2025-02-27 17:20:43,593 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4440 +[2025-02-27 17:20:43,616 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5552 +[2025-02-27 17:20:43,648 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5149 +[2025-02-27 17:20:43,685 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9019 +[2025-02-27 17:20:43,740 INFO hook.py line 289 276539] Test: [64/78] Loss 1.9385 +[2025-02-27 17:20:43,767 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9853 +[2025-02-27 17:20:43,805 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5465 +[2025-02-27 17:20:43,841 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3387 +[2025-02-27 17:20:43,873 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8964 +[2025-02-27 17:20:43,904 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3315 +[2025-02-27 17:20:43,959 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5184 +[2025-02-27 17:20:44,000 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7591 +[2025-02-27 17:20:44,050 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2391 +[2025-02-27 17:20:44,098 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4162 +[2025-02-27 17:20:44,138 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8833 +[2025-02-27 17:20:44,188 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4893 +[2025-02-27 17:20:44,216 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6977 +[2025-02-27 17:20:44,273 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3649 +[2025-02-27 17:20:44,298 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6908 +[2025-02-27 17:20:45,721 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:20:45,722 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:20:45,722 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:20:45,722 INFO hook.py line 232 276539] wall : 0.8360 0.9302 +[2025-02-27 17:20:45,723 INFO hook.py line 232 276539] floor : 0.9567 0.9849 +[2025-02-27 17:20:45,723 INFO hook.py line 232 276539] cabinet : 0.6222 0.7639 +[2025-02-27 17:20:45,723 INFO hook.py line 232 276539] bed : 0.7828 0.8554 +[2025-02-27 17:20:45,723 INFO hook.py line 232 276539] chair : 0.8894 0.9565 +[2025-02-27 17:20:45,723 INFO hook.py line 232 276539] sofa : 0.8094 0.8947 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] table : 0.6775 0.7812 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] door : 0.6136 0.7593 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] window : 0.5559 0.6455 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] bookshelf : 0.7780 0.8933 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] picture : 0.3191 0.4512 +[2025-02-27 17:20:45,724 INFO hook.py line 232 276539] counter : 0.5924 0.7254 +[2025-02-27 17:20:45,725 INFO hook.py line 232 276539] desk : 0.5976 0.7502 +[2025-02-27 17:20:45,725 INFO hook.py line 232 276539] curtain : 0.6677 0.7914 +[2025-02-27 17:20:45,725 INFO hook.py line 232 276539] refridgerator : 0.5301 0.7658 +[2025-02-27 17:20:45,725 INFO hook.py line 232 276539] shower curtain : 0.5815 0.7172 +[2025-02-27 17:20:45,725 INFO hook.py line 232 276539] toilet : 0.8991 0.9687 +[2025-02-27 17:20:45,726 INFO hook.py line 232 276539] sink : 0.6376 0.7011 +[2025-02-27 17:20:45,726 INFO hook.py line 232 276539] bathtub : 0.8811 0.9349 +[2025-02-27 17:20:45,726 INFO hook.py line 232 276539] otherfurniture : 0.5557 0.6388 +[2025-02-27 17:20:45,726 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:20:45,726 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6892/0.7955/0.8897. +[2025-02-27 17:20:45,727 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:20:45,745 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6892 +[2025-02-27 17:20:45,745 INFO misc.py line 164 276539] Currently Best mIoU: 0.6892 +[2025-02-27 17:20:45,746 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:21:08,707 INFO hook.py line 109 276539] Train: [56/100][50/300] Data 0.003 (0.006) Batch 0.241 (0.312) Remain 01:09:54 loss: 0.7459 Lr: 2.73743e-03 +[2025-02-27 17:21:24,652 INFO hook.py line 109 276539] Train: [56/100][100/300] Data 0.002 (0.005) Batch 0.317 (0.315) Remain 01:10:27 loss: 0.5990 Lr: 2.72097e-03 +[2025-02-27 17:21:38,402 INFO hook.py line 109 276539] Train: [56/100][150/300] Data 0.004 (0.005) Batch 0.243 (0.302) Remain 01:07:07 loss: 0.4079 Lr: 2.70451e-03 +[2025-02-27 17:21:52,172 INFO hook.py line 109 276539] Train: [56/100][200/300] Data 0.002 (0.005) Batch 0.258 (0.295) Remain 01:05:23 loss: 0.9038 Lr: 2.68806e-03 +[2025-02-27 17:22:08,657 INFO hook.py line 109 276539] Train: [56/100][250/300] Data 0.008 (0.005) Batch 0.302 (0.302) Remain 01:06:41 loss: 0.3091 Lr: 2.67162e-03 +[2025-02-27 17:22:22,272 INFO hook.py line 109 276539] Train: [56/100][300/300] Data 0.002 (0.005) Batch 0.210 (0.297) Remain 01:05:20 loss: 0.5439 Lr: 2.65519e-03 +[2025-02-27 17:22:22,273 INFO misc.py line 135 276539] Train result: loss: 0.4958 +[2025-02-27 17:22:22,375 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:22:41,406 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1241 +[2025-02-27 17:22:41,920 INFO hook.py line 289 276539] Test: [2/78] Loss 0.8894 +[2025-02-27 17:22:41,979 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5818 +[2025-02-27 17:22:42,034 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4754 +[2025-02-27 17:22:42,398 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4092 +[2025-02-27 17:22:42,457 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6244 +[2025-02-27 17:22:42,621 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4147 +[2025-02-27 17:22:42,668 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3090 +[2025-02-27 17:22:42,724 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8514 +[2025-02-27 17:22:42,771 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5338 +[2025-02-27 17:22:43,496 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5296 +[2025-02-27 17:22:43,531 INFO hook.py line 289 276539] Test: [12/78] Loss 0.7550 +[2025-02-27 17:22:43,591 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0114 +[2025-02-27 17:22:43,640 INFO hook.py line 289 276539] Test: [14/78] Loss 1.7226 +[2025-02-27 17:22:43,680 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0336 +[2025-02-27 17:22:43,727 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1051 +[2025-02-27 17:22:43,764 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4803 +[2025-02-27 17:22:43,797 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5406 +[2025-02-27 17:22:43,850 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2697 +[2025-02-27 17:22:43,889 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2265 +[2025-02-27 17:22:43,945 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2877 +[2025-02-27 17:22:43,991 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3297 +[2025-02-27 17:22:44,023 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8419 +[2025-02-27 17:22:44,065 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8174 +[2025-02-27 17:22:44,104 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8748 +[2025-02-27 17:22:44,155 INFO hook.py line 289 276539] Test: [26/78] Loss 0.7108 +[2025-02-27 17:22:44,211 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2389 +[2025-02-27 17:22:44,260 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4050 +[2025-02-27 17:22:44,307 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2840 +[2025-02-27 17:22:44,361 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5158 +[2025-02-27 17:22:44,421 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3926 +[2025-02-27 17:22:44,457 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6502 +[2025-02-27 17:22:44,508 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1681 +[2025-02-27 17:22:44,545 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0250 +[2025-02-27 17:22:44,583 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3131 +[2025-02-27 17:22:44,623 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7882 +[2025-02-27 17:22:44,672 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5620 +[2025-02-27 17:22:44,715 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2684 +[2025-02-27 17:22:44,781 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7413 +[2025-02-27 17:22:44,842 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5599 +[2025-02-27 17:22:44,887 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8502 +[2025-02-27 17:22:44,923 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1884 +[2025-02-27 17:22:44,977 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1768 +[2025-02-27 17:22:45,036 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4467 +[2025-02-27 17:22:45,087 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4775 +[2025-02-27 17:22:45,133 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7681 +[2025-02-27 17:22:45,176 INFO hook.py line 289 276539] Test: [47/78] Loss 1.1151 +[2025-02-27 17:22:45,208 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4618 +[2025-02-27 17:22:45,248 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8976 +[2025-02-27 17:22:45,297 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0461 +[2025-02-27 17:22:45,337 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6241 +[2025-02-27 17:22:45,371 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7425 +[2025-02-27 17:22:45,401 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4041 +[2025-02-27 17:22:45,436 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0425 +[2025-02-27 17:22:45,477 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0598 +[2025-02-27 17:22:45,518 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1717 +[2025-02-27 17:22:45,564 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6466 +[2025-02-27 17:22:45,602 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4823 +[2025-02-27 17:22:45,649 INFO hook.py line 289 276539] Test: [59/78] Loss 0.5996 +[2025-02-27 17:22:45,682 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6604 +[2025-02-27 17:22:45,709 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6985 +[2025-02-27 17:22:45,742 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7957 +[2025-02-27 17:22:45,777 INFO hook.py line 289 276539] Test: [63/78] Loss 1.2612 +[2025-02-27 17:22:45,831 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2669 +[2025-02-27 17:22:45,861 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2482 +[2025-02-27 17:22:45,902 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4710 +[2025-02-27 17:22:45,940 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2990 +[2025-02-27 17:22:45,973 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0133 +[2025-02-27 17:22:46,004 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4468 +[2025-02-27 17:22:46,059 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7934 +[2025-02-27 17:22:46,099 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8375 +[2025-02-27 17:22:46,149 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3186 +[2025-02-27 17:22:46,197 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4732 +[2025-02-27 17:22:46,237 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9805 +[2025-02-27 17:22:46,288 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5454 +[2025-02-27 17:22:46,318 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7024 +[2025-02-27 17:22:46,372 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4419 +[2025-02-27 17:22:46,400 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5313 +[2025-02-27 17:22:48,014 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:22:48,015 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:22:48,015 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] wall : 0.8282 0.9220 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] floor : 0.9604 0.9868 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] cabinet : 0.5826 0.7241 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] bed : 0.7735 0.8604 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] chair : 0.8922 0.9199 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] sofa : 0.8216 0.9133 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] table : 0.6873 0.8308 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] door : 0.5931 0.6674 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] window : 0.5154 0.7461 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] bookshelf : 0.7042 0.9192 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] picture : 0.3304 0.4081 +[2025-02-27 17:22:48,015 INFO hook.py line 232 276539] counter : 0.6142 0.7659 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] desk : 0.6301 0.8178 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] curtain : 0.6747 0.7670 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] refridgerator : 0.6085 0.7227 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] shower curtain : 0.5104 0.5636 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] toilet : 0.9032 0.9661 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] sink : 0.6744 0.7802 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] bathtub : 0.8669 0.9242 +[2025-02-27 17:22:48,016 INFO hook.py line 232 276539] otherfurniture : 0.5174 0.5924 +[2025-02-27 17:22:48,016 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:22:48,016 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6844/0.7899/0.8841. +[2025-02-27 17:22:48,017 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:22:48,031 INFO misc.py line 164 276539] Currently Best mIoU: 0.6892 +[2025-02-27 17:22:48,031 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:23:13,889 INFO hook.py line 109 276539] Train: [57/100][50/300] Data 0.004 (0.007) Batch 0.426 (0.365) Remain 01:19:55 loss: 0.4989 Lr: 2.63878e-03 +[2025-02-27 17:23:31,415 INFO hook.py line 109 276539] Train: [57/100][100/300] Data 0.003 (0.006) Batch 0.335 (0.357) Remain 01:18:01 loss: 0.3575 Lr: 2.62237e-03 +[2025-02-27 17:23:49,978 INFO hook.py line 109 276539] Train: [57/100][150/300] Data 0.004 (0.006) Batch 0.407 (0.362) Remain 01:18:45 loss: 0.5867 Lr: 2.60597e-03 +[2025-02-27 17:24:07,811 INFO hook.py line 109 276539] Train: [57/100][200/300] Data 0.004 (0.006) Batch 0.490 (0.361) Remain 01:18:09 loss: 0.7269 Lr: 2.58959e-03 +[2025-02-27 17:24:25,910 INFO hook.py line 109 276539] Train: [57/100][250/300] Data 0.003 (0.006) Batch 0.388 (0.361) Remain 01:17:54 loss: 0.4011 Lr: 2.57322e-03 +[2025-02-27 17:24:38,818 INFO hook.py line 109 276539] Train: [57/100][300/300] Data 0.001 (0.006) Batch 0.199 (0.344) Remain 01:13:53 loss: 0.8994 Lr: 2.55686e-03 +[2025-02-27 17:24:38,819 INFO misc.py line 135 276539] Train result: loss: 0.4904 +[2025-02-27 17:24:38,909 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:24:59,155 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1111 +[2025-02-27 17:24:59,209 INFO hook.py line 289 276539] Test: [2/78] Loss 1.1371 +[2025-02-27 17:24:59,997 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2694 +[2025-02-27 17:25:00,064 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4570 +[2025-02-27 17:25:00,112 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2434 +[2025-02-27 17:25:00,180 INFO hook.py line 289 276539] Test: [6/78] Loss 1.9819 +[2025-02-27 17:25:00,233 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4579 +[2025-02-27 17:25:00,278 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2876 +[2025-02-27 17:25:00,510 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9888 +[2025-02-27 17:25:00,542 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8219 +[2025-02-27 17:25:00,589 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5624 +[2025-02-27 17:25:00,630 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0464 +[2025-02-27 17:25:00,714 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2775 +[2025-02-27 17:25:00,759 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9539 +[2025-02-27 17:25:00,804 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2306 +[2025-02-27 17:25:00,860 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1489 +[2025-02-27 17:25:00,902 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5525 +[2025-02-27 17:25:00,950 INFO hook.py line 289 276539] Test: [18/78] Loss 0.7707 +[2025-02-27 17:25:00,994 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8915 +[2025-02-27 17:25:01,028 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3850 +[2025-02-27 17:25:01,072 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2379 +[2025-02-27 17:25:01,115 INFO hook.py line 289 276539] Test: [22/78] Loss 1.5586 +[2025-02-27 17:25:01,155 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8433 +[2025-02-27 17:25:01,203 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7408 +[2025-02-27 17:25:01,251 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1200 +[2025-02-27 17:25:01,302 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5524 +[2025-02-27 17:25:01,362 INFO hook.py line 289 276539] Test: [27/78] Loss 1.7369 +[2025-02-27 17:25:01,416 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3158 +[2025-02-27 17:25:01,463 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3084 +[2025-02-27 17:25:01,514 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5353 +[2025-02-27 17:25:01,569 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4554 +[2025-02-27 17:25:01,617 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7801 +[2025-02-27 17:25:01,674 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1494 +[2025-02-27 17:25:01,727 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1813 +[2025-02-27 17:25:01,773 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3313 +[2025-02-27 17:25:01,816 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8233 +[2025-02-27 17:25:01,868 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5382 +[2025-02-27 17:25:01,912 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2892 +[2025-02-27 17:25:01,988 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1174 +[2025-02-27 17:25:02,037 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6068 +[2025-02-27 17:25:02,090 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8739 +[2025-02-27 17:25:02,128 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1391 +[2025-02-27 17:25:02,173 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1197 +[2025-02-27 17:25:02,242 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4471 +[2025-02-27 17:25:02,283 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6960 +[2025-02-27 17:25:02,340 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6088 +[2025-02-27 17:25:02,381 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8690 +[2025-02-27 17:25:02,422 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5022 +[2025-02-27 17:25:02,463 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9362 +[2025-02-27 17:25:02,506 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9593 +[2025-02-27 17:25:02,542 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6932 +[2025-02-27 17:25:02,585 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8755 +[2025-02-27 17:25:02,621 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3219 +[2025-02-27 17:25:02,665 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0796 +[2025-02-27 17:25:02,710 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0638 +[2025-02-27 17:25:02,754 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1859 +[2025-02-27 17:25:02,788 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7459 +[2025-02-27 17:25:02,822 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4562 +[2025-02-27 17:25:02,869 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7875 +[2025-02-27 17:25:02,907 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8642 +[2025-02-27 17:25:02,946 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6009 +[2025-02-27 17:25:02,984 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4487 +[2025-02-27 17:25:03,021 INFO hook.py line 289 276539] Test: [63/78] Loss 1.4011 +[2025-02-27 17:25:03,076 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3473 +[2025-02-27 17:25:03,109 INFO hook.py line 289 276539] Test: [65/78] Loss 1.2751 +[2025-02-27 17:25:03,153 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6244 +[2025-02-27 17:25:03,191 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6660 +[2025-02-27 17:25:03,223 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9503 +[2025-02-27 17:25:03,252 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4051 +[2025-02-27 17:25:03,306 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0599 +[2025-02-27 17:25:03,347 INFO hook.py line 289 276539] Test: [71/78] Loss 1.2099 +[2025-02-27 17:25:03,397 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5743 +[2025-02-27 17:25:03,444 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3453 +[2025-02-27 17:25:03,498 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9302 +[2025-02-27 17:25:03,547 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5979 +[2025-02-27 17:25:03,575 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6675 +[2025-02-27 17:25:03,630 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4042 +[2025-02-27 17:25:03,659 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5982 +[2025-02-27 17:25:05,644 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:25:05,645 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:25:05,645 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:25:05,645 INFO hook.py line 232 276539] wall : 0.8209 0.9504 +[2025-02-27 17:25:05,647 INFO hook.py line 232 276539] floor : 0.9601 0.9837 +[2025-02-27 17:25:05,647 INFO hook.py line 232 276539] cabinet : 0.5871 0.6501 +[2025-02-27 17:25:05,647 INFO hook.py line 232 276539] bed : 0.7707 0.8640 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] chair : 0.8775 0.8962 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] sofa : 0.7817 0.8762 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] table : 0.6836 0.8196 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] door : 0.6125 0.7317 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] window : 0.5523 0.6850 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] bookshelf : 0.7957 0.9220 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] picture : 0.3280 0.3993 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] counter : 0.5985 0.7241 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] desk : 0.6167 0.8225 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] curtain : 0.6551 0.7259 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] refridgerator : 0.5352 0.5572 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] shower curtain : 0.6221 0.7077 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] toilet : 0.8834 0.9505 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] sink : 0.6436 0.7314 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] bathtub : 0.8671 0.9126 +[2025-02-27 17:25:05,648 INFO hook.py line 232 276539] otherfurniture : 0.5408 0.6226 +[2025-02-27 17:25:05,648 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:25:05,648 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6866/0.7766/0.8863. +[2025-02-27 17:25:05,649 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:25:05,675 INFO misc.py line 164 276539] Currently Best mIoU: 0.6892 +[2025-02-27 17:25:05,676 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:25:29,992 INFO hook.py line 109 276539] Train: [58/100][50/300] Data 0.003 (0.006) Batch 0.251 (0.338) Remain 01:12:17 loss: 0.5911 Lr: 2.54117e-03 +[2025-02-27 17:25:45,708 INFO hook.py line 109 276539] Train: [58/100][100/300] Data 0.003 (0.005) Batch 0.238 (0.326) Remain 01:09:27 loss: 0.5373 Lr: 2.52484e-03 +[2025-02-27 17:26:01,527 INFO hook.py line 109 276539] Train: [58/100][150/300] Data 0.002 (0.005) Batch 0.328 (0.322) Remain 01:08:31 loss: 0.4908 Lr: 2.50852e-03 +[2025-02-27 17:26:16,779 INFO hook.py line 109 276539] Train: [58/100][200/300] Data 0.006 (0.005) Batch 0.281 (0.318) Remain 01:07:18 loss: 0.5203 Lr: 2.49222e-03 +[2025-02-27 17:26:32,074 INFO hook.py line 109 276539] Train: [58/100][250/300] Data 0.002 (0.005) Batch 0.261 (0.316) Remain 01:06:31 loss: 0.3091 Lr: 2.47593e-03 +[2025-02-27 17:26:44,414 INFO hook.py line 109 276539] Train: [58/100][300/300] Data 0.002 (0.005) Batch 0.210 (0.304) Remain 01:03:50 loss: 0.2815 Lr: 2.45966e-03 +[2025-02-27 17:26:44,414 INFO misc.py line 135 276539] Train result: loss: 0.4824 +[2025-02-27 17:26:44,498 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:27:01,069 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1421 +[2025-02-27 17:27:01,130 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6978 +[2025-02-27 17:27:01,170 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2455 +[2025-02-27 17:27:01,220 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4808 +[2025-02-27 17:27:01,262 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3310 +[2025-02-27 17:27:01,337 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6174 +[2025-02-27 17:27:01,386 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3915 +[2025-02-27 17:27:01,434 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2783 +[2025-02-27 17:27:01,477 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0185 +[2025-02-27 17:27:01,518 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5615 +[2025-02-27 17:27:01,580 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6171 +[2025-02-27 17:27:01,615 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9342 +[2025-02-27 17:27:01,662 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3927 +[2025-02-27 17:27:01,699 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0476 +[2025-02-27 17:27:01,736 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9726 +[2025-02-27 17:27:01,781 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1730 +[2025-02-27 17:27:01,832 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6283 +[2025-02-27 17:27:01,878 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5306 +[2025-02-27 17:27:01,931 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9787 +[2025-02-27 17:27:01,968 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2428 +[2025-02-27 17:27:02,012 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2484 +[2025-02-27 17:27:02,064 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1951 +[2025-02-27 17:27:02,107 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6471 +[2025-02-27 17:27:02,150 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7207 +[2025-02-27 17:27:02,194 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7341 +[2025-02-27 17:27:02,240 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4595 +[2025-02-27 17:27:02,292 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1230 +[2025-02-27 17:27:02,339 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3656 +[2025-02-27 17:27:02,377 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2825 +[2025-02-27 17:27:02,449 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5121 +[2025-02-27 17:27:02,507 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4639 +[2025-02-27 17:27:02,554 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4224 +[2025-02-27 17:27:02,615 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1874 +[2025-02-27 17:27:02,660 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0842 +[2025-02-27 17:27:02,707 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5236 +[2025-02-27 17:27:02,753 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8286 +[2025-02-27 17:27:02,796 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4706 +[2025-02-27 17:27:02,841 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2430 +[2025-02-27 17:27:02,918 INFO hook.py line 289 276539] Test: [39/78] Loss 0.8464 +[2025-02-27 17:27:02,967 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2975 +[2025-02-27 17:27:03,021 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0266 +[2025-02-27 17:27:03,057 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1703 +[2025-02-27 17:27:03,102 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1604 +[2025-02-27 17:27:03,164 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4617 +[2025-02-27 17:27:03,206 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3358 +[2025-02-27 17:27:03,256 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6027 +[2025-02-27 17:27:03,293 INFO hook.py line 289 276539] Test: [47/78] Loss 1.3936 +[2025-02-27 17:27:03,327 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4072 +[2025-02-27 17:27:03,363 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8022 +[2025-02-27 17:27:03,395 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8029 +[2025-02-27 17:27:03,422 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6867 +[2025-02-27 17:27:03,455 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8847 +[2025-02-27 17:27:03,482 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5610 +[2025-02-27 17:27:03,515 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0605 +[2025-02-27 17:27:03,550 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0408 +[2025-02-27 17:27:03,589 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2131 +[2025-02-27 17:27:03,620 INFO hook.py line 289 276539] Test: [57/78] Loss 0.3541 +[2025-02-27 17:27:03,646 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4192 +[2025-02-27 17:27:03,684 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6729 +[2025-02-27 17:27:03,716 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7639 +[2025-02-27 17:27:03,739 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6252 +[2025-02-27 17:27:03,771 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5142 +[2025-02-27 17:27:03,805 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0917 +[2025-02-27 17:27:03,858 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2641 +[2025-02-27 17:27:03,884 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8808 +[2025-02-27 17:27:03,923 INFO hook.py line 289 276539] Test: [66/78] Loss 0.3669 +[2025-02-27 17:27:03,959 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3668 +[2025-02-27 17:27:03,991 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6577 +[2025-02-27 17:27:04,020 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3272 +[2025-02-27 17:27:04,075 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2085 +[2025-02-27 17:27:04,118 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7128 +[2025-02-27 17:27:04,167 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3879 +[2025-02-27 17:27:04,215 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3875 +[2025-02-27 17:27:04,255 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7522 +[2025-02-27 17:27:04,303 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5409 +[2025-02-27 17:27:04,332 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5435 +[2025-02-27 17:27:04,387 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4082 +[2025-02-27 17:27:04,417 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6275 +[2025-02-27 17:27:06,229 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:27:06,230 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:27:06,230 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] wall : 0.8381 0.9388 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] floor : 0.9595 0.9807 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] cabinet : 0.6105 0.7189 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] bed : 0.7543 0.8728 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] chair : 0.8983 0.9341 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] sofa : 0.8212 0.8627 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] table : 0.7062 0.7911 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] door : 0.6009 0.7633 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] window : 0.5966 0.7346 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] bookshelf : 0.7782 0.8718 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] picture : 0.3444 0.4168 +[2025-02-27 17:27:06,230 INFO hook.py line 232 276539] counter : 0.6313 0.7837 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] desk : 0.6231 0.8817 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] curtain : 0.6697 0.7713 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] refridgerator : 0.6097 0.6899 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] shower curtain : 0.5284 0.6329 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] toilet : 0.9167 0.9462 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] sink : 0.6390 0.7812 +[2025-02-27 17:27:06,231 INFO hook.py line 232 276539] bathtub : 0.8811 0.9262 +[2025-02-27 17:27:06,232 INFO hook.py line 232 276539] otherfurniture : 0.5364 0.6345 +[2025-02-27 17:27:06,232 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:27:06,232 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6972/0.7967/0.8915. +[2025-02-27 17:27:06,232 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:27:06,249 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.6972 +[2025-02-27 17:27:06,250 INFO misc.py line 164 276539] Currently Best mIoU: 0.6972 +[2025-02-27 17:27:06,251 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:27:32,363 INFO hook.py line 109 276539] Train: [59/100][50/300] Data 0.004 (0.006) Batch 0.306 (0.351) Remain 01:13:29 loss: 0.2826 Lr: 2.44341e-03 +[2025-02-27 17:27:50,659 INFO hook.py line 109 276539] Train: [59/100][100/300] Data 0.010 (0.006) Batch 0.303 (0.359) Remain 01:14:45 loss: 0.4393 Lr: 2.42717e-03 +[2025-02-27 17:28:08,750 INFO hook.py line 109 276539] Train: [59/100][150/300] Data 0.007 (0.006) Batch 0.289 (0.360) Remain 01:14:40 loss: 0.2270 Lr: 2.41095e-03 +[2025-02-27 17:28:26,969 INFO hook.py line 109 276539] Train: [59/100][200/300] Data 0.004 (0.006) Batch 0.338 (0.361) Remain 01:14:36 loss: 0.6189 Lr: 2.39475e-03 +[2025-02-27 17:28:45,357 INFO hook.py line 109 276539] Train: [59/100][250/300] Data 0.008 (0.006) Batch 0.327 (0.362) Remain 01:14:35 loss: 0.2678 Lr: 2.37857e-03 +[2025-02-27 17:28:59,186 INFO hook.py line 109 276539] Train: [59/100][300/300] Data 0.003 (0.006) Batch 0.216 (0.348) Remain 01:11:19 loss: 0.5179 Lr: 2.36240e-03 +[2025-02-27 17:28:59,187 INFO misc.py line 135 276539] Train result: loss: 0.4685 +[2025-02-27 17:28:59,275 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:29:18,116 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1312 +[2025-02-27 17:29:18,689 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6862 +[2025-02-27 17:29:18,794 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2634 +[2025-02-27 17:29:18,859 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4548 +[2025-02-27 17:29:18,928 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2497 +[2025-02-27 17:29:18,997 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6331 +[2025-02-27 17:29:19,423 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4188 +[2025-02-27 17:29:19,460 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2577 +[2025-02-27 17:29:19,509 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9602 +[2025-02-27 17:29:19,916 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4806 +[2025-02-27 17:29:19,962 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5368 +[2025-02-27 17:29:20,008 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0714 +[2025-02-27 17:29:20,489 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9839 +[2025-02-27 17:29:20,527 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2866 +[2025-02-27 17:29:20,573 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2734 +[2025-02-27 17:29:20,616 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1699 +[2025-02-27 17:29:20,653 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4783 +[2025-02-27 17:29:20,691 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5861 +[2025-02-27 17:29:20,737 INFO hook.py line 289 276539] Test: [19/78] Loss 0.6735 +[2025-02-27 17:29:20,775 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1288 +[2025-02-27 17:29:20,815 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2623 +[2025-02-27 17:29:20,854 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3100 +[2025-02-27 17:29:20,881 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6001 +[2025-02-27 17:29:20,927 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8480 +[2025-02-27 17:29:20,981 INFO hook.py line 289 276539] Test: [25/78] Loss 0.5763 +[2025-02-27 17:29:21,035 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5518 +[2025-02-27 17:29:21,085 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0679 +[2025-02-27 17:29:21,120 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4469 +[2025-02-27 17:29:21,161 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2344 +[2025-02-27 17:29:21,214 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3844 +[2025-02-27 17:29:21,269 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3566 +[2025-02-27 17:29:21,306 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5367 +[2025-02-27 17:29:21,355 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1390 +[2025-02-27 17:29:21,397 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9994 +[2025-02-27 17:29:21,440 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4102 +[2025-02-27 17:29:21,477 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9130 +[2025-02-27 17:29:21,519 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5090 +[2025-02-27 17:29:21,555 INFO hook.py line 289 276539] Test: [38/78] Loss 0.1982 +[2025-02-27 17:29:21,617 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7844 +[2025-02-27 17:29:21,661 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4516 +[2025-02-27 17:29:21,711 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9085 +[2025-02-27 17:29:21,742 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1637 +[2025-02-27 17:29:21,779 INFO hook.py line 289 276539] Test: [43/78] Loss 0.2848 +[2025-02-27 17:29:21,837 INFO hook.py line 289 276539] Test: [44/78] Loss 0.3884 +[2025-02-27 17:29:21,880 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5640 +[2025-02-27 17:29:21,934 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5328 +[2025-02-27 17:29:21,974 INFO hook.py line 289 276539] Test: [47/78] Loss 1.0904 +[2025-02-27 17:29:22,016 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3858 +[2025-02-27 17:29:22,058 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0181 +[2025-02-27 17:29:22,100 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8548 +[2025-02-27 17:29:22,136 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9100 +[2025-02-27 17:29:22,171 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6103 +[2025-02-27 17:29:22,198 INFO hook.py line 289 276539] Test: [53/78] Loss 0.5663 +[2025-02-27 17:29:22,232 INFO hook.py line 289 276539] Test: [54/78] Loss 1.6054 +[2025-02-27 17:29:22,269 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0458 +[2025-02-27 17:29:22,309 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1947 +[2025-02-27 17:29:22,341 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8111 +[2025-02-27 17:29:22,367 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4931 +[2025-02-27 17:29:22,404 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7710 +[2025-02-27 17:29:22,437 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6719 +[2025-02-27 17:29:22,463 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5893 +[2025-02-27 17:29:22,497 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4831 +[2025-02-27 17:29:22,533 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6912 +[2025-02-27 17:29:22,586 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1689 +[2025-02-27 17:29:22,613 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1729 +[2025-02-27 17:29:22,653 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8645 +[2025-02-27 17:29:22,691 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4423 +[2025-02-27 17:29:22,723 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9197 +[2025-02-27 17:29:22,753 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3569 +[2025-02-27 17:29:22,807 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1643 +[2025-02-27 17:29:22,850 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6437 +[2025-02-27 17:29:22,899 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2024 +[2025-02-27 17:29:22,950 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2699 +[2025-02-27 17:29:22,990 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4464 +[2025-02-27 17:29:23,040 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5020 +[2025-02-27 17:29:23,070 INFO hook.py line 289 276539] Test: [76/78] Loss 0.4785 +[2025-02-27 17:29:23,127 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5491 +[2025-02-27 17:29:23,154 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7006 +[2025-02-27 17:29:24,663 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:29:24,663 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:29:24,663 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:29:24,663 INFO hook.py line 232 276539] wall : 0.8395 0.9337 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] floor : 0.9624 0.9840 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] cabinet : 0.6151 0.7228 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] bed : 0.7982 0.9047 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] chair : 0.8881 0.9433 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] sofa : 0.8023 0.9128 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] table : 0.7126 0.8121 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] door : 0.5930 0.7611 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] window : 0.5756 0.7629 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] bookshelf : 0.7765 0.8664 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] picture : 0.3244 0.3823 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] counter : 0.5916 0.7295 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] desk : 0.6154 0.8111 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] curtain : 0.6695 0.8408 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] refridgerator : 0.5706 0.6291 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] shower curtain : 0.5161 0.5584 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] toilet : 0.9141 0.9765 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] sink : 0.6632 0.7509 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] bathtub : 0.8539 0.9388 +[2025-02-27 17:29:24,664 INFO hook.py line 232 276539] otherfurniture : 0.5230 0.5708 +[2025-02-27 17:29:24,664 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:29:24,664 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6902/0.7896/0.8913. +[2025-02-27 17:29:24,665 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:29:24,680 INFO misc.py line 164 276539] Currently Best mIoU: 0.6972 +[2025-02-27 17:29:24,680 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:29:50,847 INFO hook.py line 109 276539] Train: [60/100][50/300] Data 0.004 (0.006) Batch 0.308 (0.385) Remain 01:18:38 loss: 0.4513 Lr: 2.34626e-03 +[2025-02-27 17:30:08,632 INFO hook.py line 109 276539] Train: [60/100][100/300] Data 0.004 (0.006) Batch 0.365 (0.370) Remain 01:15:13 loss: 0.4927 Lr: 2.33013e-03 +[2025-02-27 17:30:25,901 INFO hook.py line 109 276539] Train: [60/100][150/300] Data 0.002 (0.006) Batch 0.260 (0.362) Remain 01:13:13 loss: 0.4629 Lr: 2.31403e-03 +[2025-02-27 17:30:41,557 INFO hook.py line 109 276539] Train: [60/100][200/300] Data 0.004 (0.005) Batch 0.345 (0.349) Remain 01:10:26 loss: 0.5537 Lr: 2.29794e-03 +[2025-02-27 17:30:57,004 INFO hook.py line 109 276539] Train: [60/100][250/300] Data 0.014 (0.005) Batch 0.233 (0.341) Remain 01:08:30 loss: 0.3909 Lr: 2.28188e-03 +[2025-02-27 17:31:08,693 INFO hook.py line 109 276539] Train: [60/100][300/300] Data 0.002 (0.005) Batch 0.202 (0.323) Remain 01:04:36 loss: 0.4638 Lr: 2.26584e-03 +[2025-02-27 17:31:08,695 INFO misc.py line 135 276539] Train result: loss: 0.4663 +[2025-02-27 17:31:08,786 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:31:27,236 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1121 +[2025-02-27 17:31:27,284 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5923 +[2025-02-27 17:31:27,325 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2542 +[2025-02-27 17:31:27,369 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4774 +[2025-02-27 17:31:27,406 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3093 +[2025-02-27 17:31:27,456 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3400 +[2025-02-27 17:31:27,503 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3596 +[2025-02-27 17:31:27,541 INFO hook.py line 289 276539] Test: [8/78] Loss 0.6068 +[2025-02-27 17:31:27,582 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0534 +[2025-02-27 17:31:27,615 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4437 +[2025-02-27 17:31:27,658 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5964 +[2025-02-27 17:31:27,711 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9212 +[2025-02-27 17:31:27,759 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9484 +[2025-02-27 17:31:27,794 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0856 +[2025-02-27 17:31:27,828 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3334 +[2025-02-27 17:31:27,923 INFO hook.py line 289 276539] Test: [16/78] Loss 0.2312 +[2025-02-27 17:31:27,958 INFO hook.py line 289 276539] Test: [17/78] Loss 0.8403 +[2025-02-27 17:31:27,990 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5581 +[2025-02-27 17:31:28,032 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9312 +[2025-02-27 17:31:28,070 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1584 +[2025-02-27 17:31:28,106 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2236 +[2025-02-27 17:31:28,142 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1549 +[2025-02-27 17:31:28,171 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6516 +[2025-02-27 17:31:28,211 INFO hook.py line 289 276539] Test: [24/78] Loss 0.9956 +[2025-02-27 17:31:28,254 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1903 +[2025-02-27 17:31:28,293 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5946 +[2025-02-27 17:31:28,340 INFO hook.py line 289 276539] Test: [27/78] Loss 0.7715 +[2025-02-27 17:31:28,375 INFO hook.py line 289 276539] Test: [28/78] Loss 0.6771 +[2025-02-27 17:31:28,404 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2794 +[2025-02-27 17:31:28,454 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4975 +[2025-02-27 17:31:28,508 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4393 +[2025-02-27 17:31:28,542 INFO hook.py line 289 276539] Test: [32/78] Loss 1.0319 +[2025-02-27 17:31:28,591 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1353 +[2025-02-27 17:31:28,627 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1865 +[2025-02-27 17:31:28,662 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4397 +[2025-02-27 17:31:28,699 INFO hook.py line 289 276539] Test: [36/78] Loss 0.5084 +[2025-02-27 17:31:28,736 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4852 +[2025-02-27 17:31:28,769 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2281 +[2025-02-27 17:31:28,826 INFO hook.py line 289 276539] Test: [39/78] Loss 0.8366 +[2025-02-27 17:31:28,871 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3750 +[2025-02-27 17:31:28,917 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9223 +[2025-02-27 17:31:28,947 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1568 +[2025-02-27 17:31:28,982 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1347 +[2025-02-27 17:31:29,035 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4938 +[2025-02-27 17:31:29,068 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5641 +[2025-02-27 17:31:29,113 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7035 +[2025-02-27 17:31:29,148 INFO hook.py line 289 276539] Test: [47/78] Loss 0.8335 +[2025-02-27 17:31:29,177 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4271 +[2025-02-27 17:31:29,206 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7191 +[2025-02-27 17:31:29,234 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8480 +[2025-02-27 17:31:29,259 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8603 +[2025-02-27 17:31:29,289 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6537 +[2025-02-27 17:31:29,311 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4216 +[2025-02-27 17:31:29,342 INFO hook.py line 289 276539] Test: [54/78] Loss 2.2282 +[2025-02-27 17:31:29,376 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0604 +[2025-02-27 17:31:29,412 INFO hook.py line 289 276539] Test: [56/78] Loss 0.3639 +[2025-02-27 17:31:29,441 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5978 +[2025-02-27 17:31:29,465 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4203 +[2025-02-27 17:31:29,500 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8444 +[2025-02-27 17:31:29,530 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5901 +[2025-02-27 17:31:29,550 INFO hook.py line 289 276539] Test: [61/78] Loss 0.8607 +[2025-02-27 17:31:29,580 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4463 +[2025-02-27 17:31:29,613 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7108 +[2025-02-27 17:31:29,664 INFO hook.py line 289 276539] Test: [64/78] Loss 1.5472 +[2025-02-27 17:31:29,688 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8675 +[2025-02-27 17:31:29,725 INFO hook.py line 289 276539] Test: [66/78] Loss 0.3716 +[2025-02-27 17:31:29,761 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3162 +[2025-02-27 17:31:29,790 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8430 +[2025-02-27 17:31:29,817 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3429 +[2025-02-27 17:31:29,869 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2610 +[2025-02-27 17:31:29,907 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7467 +[2025-02-27 17:31:29,955 INFO hook.py line 289 276539] Test: [72/78] Loss 0.5860 +[2025-02-27 17:31:30,000 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3504 +[2025-02-27 17:31:30,038 INFO hook.py line 289 276539] Test: [74/78] Loss 2.1549 +[2025-02-27 17:31:30,084 INFO hook.py line 289 276539] Test: [75/78] Loss 0.7376 +[2025-02-27 17:31:30,109 INFO hook.py line 289 276539] Test: [76/78] Loss 0.4932 +[2025-02-27 17:31:30,161 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4314 +[2025-02-27 17:31:30,186 INFO hook.py line 289 276539] Test: [78/78] Loss 1.1287 +[2025-02-27 17:31:31,487 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:31:31,488 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:31:31,488 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] wall : 0.8288 0.9211 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] floor : 0.9604 0.9843 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] cabinet : 0.5907 0.7517 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] bed : 0.7901 0.8803 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] chair : 0.8859 0.9497 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] sofa : 0.7831 0.8608 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] table : 0.6759 0.7136 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] door : 0.6211 0.7900 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] window : 0.5660 0.6592 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] bookshelf : 0.7014 0.8279 +[2025-02-27 17:31:31,488 INFO hook.py line 232 276539] picture : 0.2887 0.4958 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] counter : 0.5341 0.6194 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] desk : 0.6392 0.8778 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] curtain : 0.6309 0.8593 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] refridgerator : 0.4829 0.7127 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] shower curtain : 0.6282 0.7486 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] toilet : 0.8957 0.9561 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] sink : 0.6584 0.7317 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] bathtub : 0.8817 0.9261 +[2025-02-27 17:31:31,489 INFO hook.py line 232 276539] otherfurniture : 0.4871 0.5776 +[2025-02-27 17:31:31,489 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:31:31,489 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6765/0.7922/0.8830. +[2025-02-27 17:31:31,490 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:31:31,507 INFO misc.py line 164 276539] Currently Best mIoU: 0.6972 +[2025-02-27 17:31:31,508 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:31:51,592 INFO hook.py line 109 276539] Train: [61/100][50/300] Data 0.004 (0.004) Batch 0.367 (0.280) Remain 00:55:48 loss: 0.4497 Lr: 2.24982e-03 +[2025-02-27 17:32:09,773 INFO hook.py line 109 276539] Train: [61/100][100/300] Data 0.003 (0.006) Batch 0.341 (0.323) Remain 01:04:05 loss: 0.5154 Lr: 2.23383e-03 +[2025-02-27 17:32:27,505 INFO hook.py line 109 276539] Train: [61/100][150/300] Data 0.003 (0.006) Batch 0.303 (0.334) Remain 01:05:56 loss: 0.6135 Lr: 2.21785e-03 +[2025-02-27 17:32:45,515 INFO hook.py line 109 276539] Train: [61/100][200/300] Data 0.003 (0.006) Batch 0.315 (0.341) Remain 01:06:58 loss: 0.3354 Lr: 2.20191e-03 +[2025-02-27 17:33:03,443 INFO hook.py line 109 276539] Train: [61/100][250/300] Data 0.003 (0.006) Batch 0.331 (0.344) Remain 01:07:24 loss: 0.3886 Lr: 2.18598e-03 +[2025-02-27 17:33:17,122 INFO hook.py line 109 276539] Train: [61/100][300/300] Data 0.003 (0.006) Batch 0.196 (0.332) Remain 01:04:48 loss: 0.5209 Lr: 2.17008e-03 +[2025-02-27 17:33:17,123 INFO misc.py line 135 276539] Train result: loss: 0.4510 +[2025-02-27 17:33:17,203 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:33:37,787 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1286 +[2025-02-27 17:33:37,835 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4857 +[2025-02-27 17:33:37,872 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5266 +[2025-02-27 17:33:37,929 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5213 +[2025-02-27 17:33:37,968 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2036 +[2025-02-27 17:33:38,024 INFO hook.py line 289 276539] Test: [6/78] Loss 1.2349 +[2025-02-27 17:33:38,084 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3912 +[2025-02-27 17:33:38,114 INFO hook.py line 289 276539] Test: [8/78] Loss 0.4098 +[2025-02-27 17:33:38,157 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0321 +[2025-02-27 17:33:38,195 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4179 +[2025-02-27 17:33:38,251 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5461 +[2025-02-27 17:33:38,296 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8429 +[2025-02-27 17:33:38,347 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1343 +[2025-02-27 17:33:38,396 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2901 +[2025-02-27 17:33:38,432 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1467 +[2025-02-27 17:33:38,478 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0882 +[2025-02-27 17:33:38,524 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5362 +[2025-02-27 17:33:38,567 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5315 +[2025-02-27 17:33:38,616 INFO hook.py line 289 276539] Test: [19/78] Loss 0.5163 +[2025-02-27 17:33:38,663 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1587 +[2025-02-27 17:33:38,707 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2468 +[2025-02-27 17:33:38,753 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1159 +[2025-02-27 17:33:38,793 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7279 +[2025-02-27 17:33:38,838 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6992 +[2025-02-27 17:33:38,877 INFO hook.py line 289 276539] Test: [25/78] Loss 0.4708 +[2025-02-27 17:33:38,923 INFO hook.py line 289 276539] Test: [26/78] Loss 0.3820 +[2025-02-27 17:33:38,981 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2360 +[2025-02-27 17:33:39,022 INFO hook.py line 289 276539] Test: [28/78] Loss 0.5741 +[2025-02-27 17:33:39,052 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2502 +[2025-02-27 17:33:39,107 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5106 +[2025-02-27 17:33:39,161 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4889 +[2025-02-27 17:33:39,195 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5268 +[2025-02-27 17:33:39,244 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1645 +[2025-02-27 17:33:39,281 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0953 +[2025-02-27 17:33:39,318 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2647 +[2025-02-27 17:33:39,357 INFO hook.py line 289 276539] Test: [36/78] Loss 0.5693 +[2025-02-27 17:33:39,402 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6415 +[2025-02-27 17:33:39,448 INFO hook.py line 289 276539] Test: [38/78] Loss 0.1874 +[2025-02-27 17:33:39,508 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1573 +[2025-02-27 17:33:39,567 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3349 +[2025-02-27 17:33:39,625 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8597 +[2025-02-27 17:33:39,662 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1233 +[2025-02-27 17:33:39,717 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1459 +[2025-02-27 17:33:39,781 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4746 +[2025-02-27 17:33:39,820 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3976 +[2025-02-27 17:33:39,867 INFO hook.py line 289 276539] Test: [46/78] Loss 0.4952 +[2025-02-27 17:33:39,907 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4553 +[2025-02-27 17:33:39,946 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4912 +[2025-02-27 17:33:39,986 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8510 +[2025-02-27 17:33:40,022 INFO hook.py line 289 276539] Test: [50/78] Loss 1.4320 +[2025-02-27 17:33:40,050 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6891 +[2025-02-27 17:33:40,083 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6928 +[2025-02-27 17:33:40,109 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3276 +[2025-02-27 17:33:40,143 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8651 +[2025-02-27 17:33:40,181 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0507 +[2025-02-27 17:33:40,221 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1563 +[2025-02-27 17:33:40,255 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8349 +[2025-02-27 17:33:40,291 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6293 +[2025-02-27 17:33:40,330 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8380 +[2025-02-27 17:33:40,362 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6369 +[2025-02-27 17:33:40,387 INFO hook.py line 289 276539] Test: [61/78] Loss 1.0119 +[2025-02-27 17:33:40,419 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4108 +[2025-02-27 17:33:40,455 INFO hook.py line 289 276539] Test: [63/78] Loss 0.4955 +[2025-02-27 17:33:40,511 INFO hook.py line 289 276539] Test: [64/78] Loss 1.4133 +[2025-02-27 17:33:40,549 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6537 +[2025-02-27 17:33:40,589 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6446 +[2025-02-27 17:33:40,635 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2185 +[2025-02-27 17:33:40,671 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0147 +[2025-02-27 17:33:40,700 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3437 +[2025-02-27 17:33:40,754 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7417 +[2025-02-27 17:33:40,797 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5949 +[2025-02-27 17:33:40,847 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2745 +[2025-02-27 17:33:40,895 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3236 +[2025-02-27 17:33:40,936 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8338 +[2025-02-27 17:33:40,984 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5603 +[2025-02-27 17:33:41,012 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0005 +[2025-02-27 17:33:41,067 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4363 +[2025-02-27 17:33:41,095 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7108 +[2025-02-27 17:33:42,493 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:33:42,494 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:33:42,495 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:33:42,495 INFO hook.py line 232 276539] wall : 0.8423 0.9471 +[2025-02-27 17:33:42,496 INFO hook.py line 232 276539] floor : 0.9616 0.9795 +[2025-02-27 17:33:42,496 INFO hook.py line 232 276539] cabinet : 0.6361 0.7272 +[2025-02-27 17:33:42,496 INFO hook.py line 232 276539] bed : 0.7958 0.8958 +[2025-02-27 17:33:42,496 INFO hook.py line 232 276539] chair : 0.8994 0.9557 +[2025-02-27 17:33:42,496 INFO hook.py line 232 276539] sofa : 0.8196 0.9269 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] table : 0.7083 0.8067 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] door : 0.6253 0.7171 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] window : 0.5632 0.6467 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] bookshelf : 0.7579 0.8968 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] picture : 0.3379 0.4804 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] counter : 0.4741 0.7706 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] desk : 0.6318 0.8166 +[2025-02-27 17:33:42,497 INFO hook.py line 232 276539] curtain : 0.7139 0.8130 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] refridgerator : 0.5919 0.6642 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] shower curtain : 0.6753 0.7456 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] toilet : 0.9189 0.9599 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] sink : 0.6447 0.7229 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] bathtub : 0.8533 0.9488 +[2025-02-27 17:33:42,498 INFO hook.py line 232 276539] otherfurniture : 0.5511 0.6458 +[2025-02-27 17:33:42,498 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:33:42,498 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7001/0.8034/0.8949. +[2025-02-27 17:33:42,499 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:33:42,510 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7001 +[2025-02-27 17:33:42,511 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:33:42,511 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:34:08,892 INFO hook.py line 109 276539] Train: [62/100][50/300] Data 0.003 (0.007) Batch 0.410 (0.380) Remain 01:13:47 loss: 0.3684 Lr: 2.15421e-03 +[2025-02-27 17:34:27,015 INFO hook.py line 109 276539] Train: [62/100][100/300] Data 0.008 (0.007) Batch 0.414 (0.371) Remain 01:11:43 loss: 0.4509 Lr: 2.13836e-03 +[2025-02-27 17:34:44,990 INFO hook.py line 109 276539] Train: [62/100][150/300] Data 0.007 (0.007) Batch 0.327 (0.367) Remain 01:10:39 loss: 0.4445 Lr: 2.12253e-03 +[2025-02-27 17:35:02,447 INFO hook.py line 109 276539] Train: [62/100][200/300] Data 0.012 (0.007) Batch 0.407 (0.363) Remain 01:09:29 loss: 0.3002 Lr: 2.10674e-03 +[2025-02-27 17:35:20,342 INFO hook.py line 109 276539] Train: [62/100][250/300] Data 0.007 (0.007) Batch 0.391 (0.362) Remain 01:09:00 loss: 0.5226 Lr: 2.09097e-03 +[2025-02-27 17:35:33,184 INFO hook.py line 109 276539] Train: [62/100][300/300] Data 0.002 (0.006) Batch 0.219 (0.344) Remain 01:05:21 loss: 0.4111 Lr: 2.07523e-03 +[2025-02-27 17:35:33,184 INFO misc.py line 135 276539] Train result: loss: 0.4391 +[2025-02-27 17:35:33,279 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:35:51,905 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1188 +[2025-02-27 17:35:51,961 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4815 +[2025-02-27 17:35:52,018 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2783 +[2025-02-27 17:35:52,101 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5262 +[2025-02-27 17:35:52,142 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2606 +[2025-02-27 17:35:52,197 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6962 +[2025-02-27 17:35:52,347 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3435 +[2025-02-27 17:35:52,576 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2942 +[2025-02-27 17:35:53,145 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9135 +[2025-02-27 17:35:53,193 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4368 +[2025-02-27 17:35:53,236 INFO hook.py line 289 276539] Test: [11/78] Loss 0.7408 +[2025-02-27 17:35:53,275 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8831 +[2025-02-27 17:35:53,320 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1349 +[2025-02-27 17:35:53,365 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2075 +[2025-02-27 17:35:53,401 INFO hook.py line 289 276539] Test: [15/78] Loss 1.4018 +[2025-02-27 17:35:53,452 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0593 +[2025-02-27 17:35:53,487 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5338 +[2025-02-27 17:35:53,516 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5792 +[2025-02-27 17:35:53,559 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7022 +[2025-02-27 17:35:53,594 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2592 +[2025-02-27 17:35:53,626 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2251 +[2025-02-27 17:35:53,665 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2430 +[2025-02-27 17:35:53,694 INFO hook.py line 289 276539] Test: [23/78] Loss 0.4961 +[2025-02-27 17:35:53,735 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6547 +[2025-02-27 17:35:53,774 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8333 +[2025-02-27 17:35:53,812 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4937 +[2025-02-27 17:35:53,860 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0999 +[2025-02-27 17:35:53,898 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3833 +[2025-02-27 17:35:53,930 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2792 +[2025-02-27 17:35:53,983 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5300 +[2025-02-27 17:35:54,037 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5549 +[2025-02-27 17:35:54,070 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4068 +[2025-02-27 17:35:54,121 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1718 +[2025-02-27 17:35:54,161 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1199 +[2025-02-27 17:35:54,199 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3908 +[2025-02-27 17:35:54,236 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7377 +[2025-02-27 17:35:54,272 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5363 +[2025-02-27 17:35:54,300 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2184 +[2025-02-27 17:35:54,358 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3092 +[2025-02-27 17:35:54,403 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4461 +[2025-02-27 17:35:54,443 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9071 +[2025-02-27 17:35:54,471 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1209 +[2025-02-27 17:35:54,509 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1265 +[2025-02-27 17:35:54,566 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4370 +[2025-02-27 17:35:54,600 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4556 +[2025-02-27 17:35:54,652 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7273 +[2025-02-27 17:35:54,690 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5891 +[2025-02-27 17:35:54,722 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4626 +[2025-02-27 17:35:54,753 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8444 +[2025-02-27 17:35:54,784 INFO hook.py line 289 276539] Test: [50/78] Loss 1.4068 +[2025-02-27 17:35:54,811 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7846 +[2025-02-27 17:35:54,843 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7595 +[2025-02-27 17:35:54,869 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3562 +[2025-02-27 17:35:54,901 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8386 +[2025-02-27 17:35:54,936 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0404 +[2025-02-27 17:35:54,972 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2112 +[2025-02-27 17:35:55,003 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4651 +[2025-02-27 17:35:55,030 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5819 +[2025-02-27 17:35:55,069 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7902 +[2025-02-27 17:35:55,099 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9211 +[2025-02-27 17:35:55,123 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5678 +[2025-02-27 17:35:55,154 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5374 +[2025-02-27 17:35:55,187 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6985 +[2025-02-27 17:35:55,240 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1899 +[2025-02-27 17:35:55,269 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7051 +[2025-02-27 17:35:55,306 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4196 +[2025-02-27 17:35:55,343 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3402 +[2025-02-27 17:35:55,375 INFO hook.py line 289 276539] Test: [68/78] Loss 1.1342 +[2025-02-27 17:35:55,405 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4397 +[2025-02-27 17:35:55,459 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2715 +[2025-02-27 17:35:55,501 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7767 +[2025-02-27 17:35:55,551 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2614 +[2025-02-27 17:35:55,601 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3091 +[2025-02-27 17:35:55,641 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7606 +[2025-02-27 17:35:55,688 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6143 +[2025-02-27 17:35:55,718 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6392 +[2025-02-27 17:35:55,773 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2188 +[2025-02-27 17:35:55,802 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7306 +[2025-02-27 17:35:57,236 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:35:57,237 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:35:57,237 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] wall : 0.8420 0.9472 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] floor : 0.9601 0.9852 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] cabinet : 0.6255 0.7823 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] bed : 0.7913 0.8389 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] chair : 0.9009 0.9447 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] sofa : 0.8039 0.8996 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] table : 0.7132 0.7932 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] door : 0.6246 0.7318 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] window : 0.5684 0.6839 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] bookshelf : 0.7811 0.9212 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] picture : 0.2895 0.3373 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] counter : 0.5793 0.6988 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] desk : 0.6435 0.8323 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] curtain : 0.6977 0.8302 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] refridgerator : 0.5640 0.5986 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] shower curtain : 0.6563 0.7379 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] toilet : 0.8319 0.9706 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] sink : 0.5855 0.6753 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] bathtub : 0.8881 0.9241 +[2025-02-27 17:35:57,237 INFO hook.py line 232 276539] otherfurniture : 0.5364 0.6090 +[2025-02-27 17:35:57,238 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:35:57,238 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6942/0.7871/0.8948. +[2025-02-27 17:35:57,238 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:35:57,244 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:35:57,244 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:36:20,329 INFO hook.py line 109 276539] Train: [63/100][50/300] Data 0.002 (0.005) Batch 0.283 (0.312) Remain 00:58:57 loss: 0.5937 Lr: 2.05952e-03 +[2025-02-27 17:36:34,545 INFO hook.py line 109 276539] Train: [63/100][100/300] Data 0.006 (0.005) Batch 0.246 (0.298) Remain 00:56:02 loss: 0.2034 Lr: 2.04383e-03 +[2025-02-27 17:36:48,011 INFO hook.py line 109 276539] Train: [63/100][150/300] Data 0.003 (0.005) Batch 0.259 (0.288) Remain 00:53:59 loss: 0.2675 Lr: 2.02818e-03 +[2025-02-27 17:37:03,899 INFO hook.py line 109 276539] Train: [63/100][200/300] Data 0.004 (0.005) Batch 0.354 (0.296) Remain 00:55:09 loss: 0.4369 Lr: 2.01255e-03 +[2025-02-27 17:37:21,852 INFO hook.py line 109 276539] Train: [63/100][250/300] Data 0.007 (0.005) Batch 0.332 (0.308) Remain 00:57:18 loss: 0.5465 Lr: 1.99695e-03 +[2025-02-27 17:37:35,729 INFO hook.py line 109 276539] Train: [63/100][300/300] Data 0.002 (0.005) Batch 0.223 (0.303) Remain 00:56:05 loss: 0.5044 Lr: 1.98139e-03 +[2025-02-27 17:37:35,730 INFO misc.py line 135 276539] Train result: loss: 0.4369 +[2025-02-27 17:37:35,818 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:37:57,143 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1228 +[2025-02-27 17:37:57,197 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7158 +[2025-02-27 17:37:57,250 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5297 +[2025-02-27 17:37:57,296 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4873 +[2025-02-27 17:37:57,341 INFO hook.py line 289 276539] Test: [5/78] Loss 0.1971 +[2025-02-27 17:37:57,422 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3771 +[2025-02-27 17:37:57,472 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3846 +[2025-02-27 17:37:57,512 INFO hook.py line 289 276539] Test: [8/78] Loss 0.6045 +[2025-02-27 17:37:57,568 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8180 +[2025-02-27 17:37:57,611 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5937 +[2025-02-27 17:37:57,661 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5500 +[2025-02-27 17:37:57,708 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9880 +[2025-02-27 17:37:57,776 INFO hook.py line 289 276539] Test: [13/78] Loss 0.8564 +[2025-02-27 17:37:57,824 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2125 +[2025-02-27 17:37:57,872 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1431 +[2025-02-27 17:37:57,934 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0922 +[2025-02-27 17:37:57,989 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4978 +[2025-02-27 17:37:58,036 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6583 +[2025-02-27 17:37:58,082 INFO hook.py line 289 276539] Test: [19/78] Loss 0.5407 +[2025-02-27 17:37:58,116 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1794 +[2025-02-27 17:37:58,150 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2773 +[2025-02-27 17:37:58,192 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4142 +[2025-02-27 17:37:58,230 INFO hook.py line 289 276539] Test: [23/78] Loss 0.4601 +[2025-02-27 17:37:58,275 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8556 +[2025-02-27 17:37:58,323 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9430 +[2025-02-27 17:37:58,374 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6360 +[2025-02-27 17:37:58,423 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2658 +[2025-02-27 17:37:58,460 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3502 +[2025-02-27 17:37:58,498 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3086 +[2025-02-27 17:37:58,550 INFO hook.py line 289 276539] Test: [30/78] Loss 0.7595 +[2025-02-27 17:37:58,613 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4763 +[2025-02-27 17:37:58,665 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7169 +[2025-02-27 17:37:58,729 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2131 +[2025-02-27 17:37:58,780 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0788 +[2025-02-27 17:37:58,819 INFO hook.py line 289 276539] Test: [35/78] Loss 0.5571 +[2025-02-27 17:37:58,868 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7737 +[2025-02-27 17:37:58,914 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7145 +[2025-02-27 17:37:58,956 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3185 +[2025-02-27 17:37:59,021 INFO hook.py line 289 276539] Test: [39/78] Loss 0.7938 +[2025-02-27 17:37:59,069 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3834 +[2025-02-27 17:37:59,125 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9483 +[2025-02-27 17:37:59,172 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1973 +[2025-02-27 17:37:59,235 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1372 +[2025-02-27 17:37:59,292 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6464 +[2025-02-27 17:37:59,330 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3614 +[2025-02-27 17:37:59,379 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6360 +[2025-02-27 17:37:59,426 INFO hook.py line 289 276539] Test: [47/78] Loss 0.9792 +[2025-02-27 17:37:59,462 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5391 +[2025-02-27 17:37:59,495 INFO hook.py line 289 276539] Test: [49/78] Loss 0.6851 +[2025-02-27 17:37:59,528 INFO hook.py line 289 276539] Test: [50/78] Loss 2.0977 +[2025-02-27 17:37:59,559 INFO hook.py line 289 276539] Test: [51/78] Loss 1.3549 +[2025-02-27 17:37:59,592 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8176 +[2025-02-27 17:37:59,622 INFO hook.py line 289 276539] Test: [53/78] Loss 0.7644 +[2025-02-27 17:37:59,659 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0277 +[2025-02-27 17:37:59,696 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0478 +[2025-02-27 17:37:59,740 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1761 +[2025-02-27 17:37:59,774 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6682 +[2025-02-27 17:37:59,808 INFO hook.py line 289 276539] Test: [58/78] Loss 0.8338 +[2025-02-27 17:37:59,854 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7500 +[2025-02-27 17:37:59,887 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7893 +[2025-02-27 17:37:59,916 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7346 +[2025-02-27 17:37:59,950 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5329 +[2025-02-27 17:37:59,997 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6647 +[2025-02-27 17:38:00,052 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2916 +[2025-02-27 17:38:00,088 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1035 +[2025-02-27 17:38:00,132 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4983 +[2025-02-27 17:38:00,181 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4558 +[2025-02-27 17:38:00,218 INFO hook.py line 289 276539] Test: [68/78] Loss 1.7653 +[2025-02-27 17:38:00,248 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4040 +[2025-02-27 17:38:00,303 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9371 +[2025-02-27 17:38:00,348 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9308 +[2025-02-27 17:38:00,400 INFO hook.py line 289 276539] Test: [72/78] Loss 0.6185 +[2025-02-27 17:38:00,449 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4469 +[2025-02-27 17:38:00,491 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9117 +[2025-02-27 17:38:00,539 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4940 +[2025-02-27 17:38:00,568 INFO hook.py line 289 276539] Test: [76/78] Loss 0.5677 +[2025-02-27 17:38:00,622 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4815 +[2025-02-27 17:38:00,650 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7607 +[2025-02-27 17:38:02,297 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:38:02,299 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:38:02,300 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:38:02,301 INFO hook.py line 232 276539] wall : 0.8297 0.8927 +[2025-02-27 17:38:02,302 INFO hook.py line 232 276539] floor : 0.9608 0.9856 +[2025-02-27 17:38:02,303 INFO hook.py line 232 276539] cabinet : 0.6033 0.7847 +[2025-02-27 17:38:02,304 INFO hook.py line 232 276539] bed : 0.8153 0.8762 +[2025-02-27 17:38:02,304 INFO hook.py line 232 276539] chair : 0.8993 0.9545 +[2025-02-27 17:38:02,304 INFO hook.py line 232 276539] sofa : 0.8365 0.8839 +[2025-02-27 17:38:02,304 INFO hook.py line 232 276539] table : 0.6659 0.7327 +[2025-02-27 17:38:02,305 INFO hook.py line 232 276539] door : 0.6090 0.7755 +[2025-02-27 17:38:02,305 INFO hook.py line 232 276539] window : 0.5925 0.7330 +[2025-02-27 17:38:02,305 INFO hook.py line 232 276539] bookshelf : 0.6795 0.9246 +[2025-02-27 17:38:02,305 INFO hook.py line 232 276539] picture : 0.3281 0.4999 +[2025-02-27 17:38:02,306 INFO hook.py line 232 276539] counter : 0.5865 0.6953 +[2025-02-27 17:38:02,306 INFO hook.py line 232 276539] desk : 0.5847 0.8647 +[2025-02-27 17:38:02,306 INFO hook.py line 232 276539] curtain : 0.6287 0.9010 +[2025-02-27 17:38:02,306 INFO hook.py line 232 276539] refridgerator : 0.5453 0.5857 +[2025-02-27 17:38:02,306 INFO hook.py line 232 276539] shower curtain : 0.6434 0.7381 +[2025-02-27 17:38:02,307 INFO hook.py line 232 276539] toilet : 0.8972 0.9514 +[2025-02-27 17:38:02,307 INFO hook.py line 232 276539] sink : 0.6259 0.7254 +[2025-02-27 17:38:02,307 INFO hook.py line 232 276539] bathtub : 0.8773 0.9118 +[2025-02-27 17:38:02,307 INFO hook.py line 232 276539] otherfurniture : 0.5683 0.6707 +[2025-02-27 17:38:02,308 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:38:02,308 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6889/0.8044/0.8863. +[2025-02-27 17:38:02,311 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:38:02,324 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:38:02,325 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:38:28,783 INFO hook.py line 109 276539] Train: [64/100][50/300] Data 0.005 (0.008) Batch 0.395 (0.374) Remain 01:08:48 loss: 0.4014 Lr: 1.96585e-03 +[2025-02-27 17:38:46,868 INFO hook.py line 109 276539] Train: [64/100][100/300] Data 0.003 (0.007) Batch 0.361 (0.368) Remain 01:07:22 loss: 0.4745 Lr: 1.95035e-03 +[2025-02-27 17:39:04,913 INFO hook.py line 109 276539] Train: [64/100][150/300] Data 0.007 (0.007) Batch 0.310 (0.365) Remain 01:06:39 loss: 0.8786 Lr: 1.93488e-03 +[2025-02-27 17:39:22,998 INFO hook.py line 109 276539] Train: [64/100][200/300] Data 0.004 (0.007) Batch 0.380 (0.364) Remain 01:06:11 loss: 0.6256 Lr: 1.91944e-03 +[2025-02-27 17:39:40,805 INFO hook.py line 109 276539] Train: [64/100][250/300] Data 0.005 (0.007) Batch 0.279 (0.363) Remain 01:05:35 loss: 0.4455 Lr: 1.90403e-03 +[2025-02-27 17:39:54,820 INFO hook.py line 109 276539] Train: [64/100][300/300] Data 0.003 (0.007) Batch 0.211 (0.349) Remain 01:02:47 loss: 0.5083 Lr: 1.88866e-03 +[2025-02-27 17:39:54,821 INFO misc.py line 135 276539] Train result: loss: 0.4383 +[2025-02-27 17:39:54,920 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:40:14,884 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1214 +[2025-02-27 17:40:14,928 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4831 +[2025-02-27 17:40:15,916 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2939 +[2025-02-27 17:40:15,964 INFO hook.py line 289 276539] Test: [4/78] Loss 0.6025 +[2025-02-27 17:40:16,008 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3460 +[2025-02-27 17:40:16,076 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7635 +[2025-02-27 17:40:16,124 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4529 +[2025-02-27 17:40:16,159 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2340 +[2025-02-27 17:40:16,208 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9552 +[2025-02-27 17:40:16,251 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5093 +[2025-02-27 17:40:16,306 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5362 +[2025-02-27 17:40:16,342 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8033 +[2025-02-27 17:40:16,400 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9870 +[2025-02-27 17:40:16,438 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1174 +[2025-02-27 17:40:16,477 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3367 +[2025-02-27 17:40:16,526 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0895 +[2025-02-27 17:40:16,563 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5571 +[2025-02-27 17:40:16,598 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5166 +[2025-02-27 17:40:16,640 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7812 +[2025-02-27 17:40:16,696 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1104 +[2025-02-27 17:40:16,741 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2588 +[2025-02-27 17:40:16,787 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3269 +[2025-02-27 17:40:16,842 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5627 +[2025-02-27 17:40:16,891 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6655 +[2025-02-27 17:40:16,933 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0008 +[2025-02-27 17:40:16,973 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4660 +[2025-02-27 17:40:17,026 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2194 +[2025-02-27 17:40:17,076 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4309 +[2025-02-27 17:40:17,106 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3191 +[2025-02-27 17:40:17,155 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4119 +[2025-02-27 17:40:17,211 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5345 +[2025-02-27 17:40:17,246 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6327 +[2025-02-27 17:40:17,295 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1443 +[2025-02-27 17:40:17,333 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1858 +[2025-02-27 17:40:17,367 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2910 +[2025-02-27 17:40:17,404 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0059 +[2025-02-27 17:40:17,443 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5836 +[2025-02-27 17:40:17,470 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2475 +[2025-02-27 17:40:17,528 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4872 +[2025-02-27 17:40:17,573 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3654 +[2025-02-27 17:40:17,617 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0533 +[2025-02-27 17:40:17,654 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1291 +[2025-02-27 17:40:17,695 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1373 +[2025-02-27 17:40:17,745 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6279 +[2025-02-27 17:40:17,785 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3226 +[2025-02-27 17:40:17,830 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8140 +[2025-02-27 17:40:17,863 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7285 +[2025-02-27 17:40:17,893 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4817 +[2025-02-27 17:40:17,921 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0600 +[2025-02-27 17:40:17,950 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9017 +[2025-02-27 17:40:17,975 INFO hook.py line 289 276539] Test: [51/78] Loss 0.4955 +[2025-02-27 17:40:18,005 INFO hook.py line 289 276539] Test: [52/78] Loss 0.5444 +[2025-02-27 17:40:18,027 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2854 +[2025-02-27 17:40:18,058 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8443 +[2025-02-27 17:40:18,091 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0404 +[2025-02-27 17:40:18,127 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1719 +[2025-02-27 17:40:18,156 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6658 +[2025-02-27 17:40:18,180 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5862 +[2025-02-27 17:40:18,215 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6818 +[2025-02-27 17:40:18,244 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7083 +[2025-02-27 17:40:18,265 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6772 +[2025-02-27 17:40:18,296 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4999 +[2025-02-27 17:40:18,328 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8539 +[2025-02-27 17:40:18,380 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1303 +[2025-02-27 17:40:18,406 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9314 +[2025-02-27 17:40:18,444 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6015 +[2025-02-27 17:40:18,481 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4938 +[2025-02-27 17:40:18,517 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8279 +[2025-02-27 17:40:18,555 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3886 +[2025-02-27 17:40:18,617 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1819 +[2025-02-27 17:40:18,661 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9031 +[2025-02-27 17:40:18,715 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3096 +[2025-02-27 17:40:18,764 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3531 +[2025-02-27 17:40:18,813 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7927 +[2025-02-27 17:40:18,864 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4767 +[2025-02-27 17:40:18,896 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6771 +[2025-02-27 17:40:18,953 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3116 +[2025-02-27 17:40:18,985 INFO hook.py line 289 276539] Test: [78/78] Loss 1.0346 +[2025-02-27 17:40:20,202 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:40:20,202 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:40:20,202 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:40:20,202 INFO hook.py line 232 276539] wall : 0.8330 0.9501 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] floor : 0.9610 0.9832 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] cabinet : 0.6080 0.8115 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] bed : 0.7662 0.8667 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] chair : 0.8925 0.9471 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] sofa : 0.7703 0.7907 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] table : 0.7256 0.8055 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] door : 0.6238 0.7196 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] window : 0.5378 0.6340 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] bookshelf : 0.7737 0.8994 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] picture : 0.3346 0.4437 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] counter : 0.5959 0.7504 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] desk : 0.6405 0.7778 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] curtain : 0.6987 0.7973 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] refridgerator : 0.4790 0.4926 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] shower curtain : 0.6628 0.7818 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] toilet : 0.8951 0.9495 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] sink : 0.6513 0.7491 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] bathtub : 0.8688 0.9339 +[2025-02-27 17:40:20,203 INFO hook.py line 232 276539] otherfurniture : 0.5020 0.5728 +[2025-02-27 17:40:20,203 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:40:20,203 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6910/0.7828/0.8900. +[2025-02-27 17:40:20,204 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:40:20,218 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:40:20,218 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:40:42,913 INFO hook.py line 109 276539] Train: [65/100][50/300] Data 0.007 (0.005) Batch 0.370 (0.311) Remain 00:55:38 loss: 0.6179 Lr: 1.87332e-03 +[2025-02-27 17:40:58,060 INFO hook.py line 109 276539] Train: [65/100][100/300] Data 0.009 (0.005) Batch 0.317 (0.307) Remain 00:54:40 loss: 0.5044 Lr: 1.85802e-03 +[2025-02-27 17:41:13,468 INFO hook.py line 109 276539] Train: [65/100][150/300] Data 0.013 (0.005) Batch 0.305 (0.307) Remain 00:54:31 loss: 0.2387 Lr: 1.84275e-03 +[2025-02-27 17:41:29,062 INFO hook.py line 109 276539] Train: [65/100][200/300] Data 0.006 (0.005) Batch 0.283 (0.308) Remain 00:54:28 loss: 0.4694 Lr: 1.82751e-03 +[2025-02-27 17:41:42,985 INFO hook.py line 109 276539] Train: [65/100][250/300] Data 0.002 (0.005) Batch 0.256 (0.302) Remain 00:53:09 loss: 0.4238 Lr: 1.81231e-03 +[2025-02-27 17:41:54,823 INFO hook.py line 109 276539] Train: [65/100][300/300] Data 0.002 (0.005) Batch 0.193 (0.291) Remain 00:50:58 loss: 0.4813 Lr: 1.79715e-03 +[2025-02-27 17:41:54,824 INFO misc.py line 135 276539] Train result: loss: 0.4415 +[2025-02-27 17:41:54,957 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:42:14,337 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1470 +[2025-02-27 17:42:14,391 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7210 +[2025-02-27 17:42:14,567 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2532 +[2025-02-27 17:42:14,841 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5061 +[2025-02-27 17:42:14,876 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2316 +[2025-02-27 17:42:14,926 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4324 +[2025-02-27 17:42:15,528 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4019 +[2025-02-27 17:42:15,557 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3623 +[2025-02-27 17:42:15,608 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9649 +[2025-02-27 17:42:15,652 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6202 +[2025-02-27 17:42:15,784 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4744 +[2025-02-27 17:42:15,826 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8480 +[2025-02-27 17:42:15,890 INFO hook.py line 289 276539] Test: [13/78] Loss 1.5042 +[2025-02-27 17:42:15,938 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0681 +[2025-02-27 17:42:15,977 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2250 +[2025-02-27 17:42:16,028 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0732 +[2025-02-27 17:42:16,069 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6562 +[2025-02-27 17:42:16,111 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5888 +[2025-02-27 17:42:16,164 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7618 +[2025-02-27 17:42:16,198 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4349 +[2025-02-27 17:42:16,239 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2641 +[2025-02-27 17:42:16,285 INFO hook.py line 289 276539] Test: [22/78] Loss 1.5722 +[2025-02-27 17:42:16,323 INFO hook.py line 289 276539] Test: [23/78] Loss 0.4430 +[2025-02-27 17:42:16,365 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8660 +[2025-02-27 17:42:16,420 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0153 +[2025-02-27 17:42:16,468 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4668 +[2025-02-27 17:42:16,518 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1757 +[2025-02-27 17:42:16,569 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3047 +[2025-02-27 17:42:16,612 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2946 +[2025-02-27 17:42:16,674 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4457 +[2025-02-27 17:42:16,732 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3527 +[2025-02-27 17:42:16,768 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4484 +[2025-02-27 17:42:16,828 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1522 +[2025-02-27 17:42:16,866 INFO hook.py line 289 276539] Test: [34/78] Loss 0.7487 +[2025-02-27 17:42:16,905 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2943 +[2025-02-27 17:42:16,956 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9101 +[2025-02-27 17:42:17,009 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4076 +[2025-02-27 17:42:17,053 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2830 +[2025-02-27 17:42:17,123 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1146 +[2025-02-27 17:42:17,188 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5948 +[2025-02-27 17:42:17,238 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8525 +[2025-02-27 17:42:17,280 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1553 +[2025-02-27 17:42:17,326 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1289 +[2025-02-27 17:42:17,393 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5420 +[2025-02-27 17:42:17,440 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3639 +[2025-02-27 17:42:17,492 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6404 +[2025-02-27 17:42:17,538 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5260 +[2025-02-27 17:42:17,580 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4207 +[2025-02-27 17:42:17,617 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8156 +[2025-02-27 17:42:17,654 INFO hook.py line 289 276539] Test: [50/78] Loss 0.7903 +[2025-02-27 17:42:17,688 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5063 +[2025-02-27 17:42:17,723 INFO hook.py line 289 276539] Test: [52/78] Loss 0.5938 +[2025-02-27 17:42:17,750 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3492 +[2025-02-27 17:42:17,784 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1596 +[2025-02-27 17:42:17,820 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0554 +[2025-02-27 17:42:17,859 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1996 +[2025-02-27 17:42:17,892 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7457 +[2025-02-27 17:42:17,919 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4422 +[2025-02-27 17:42:17,956 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7774 +[2025-02-27 17:42:17,989 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8589 +[2025-02-27 17:42:18,015 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7118 +[2025-02-27 17:42:18,050 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5402 +[2025-02-27 17:42:18,085 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0974 +[2025-02-27 17:42:18,139 INFO hook.py line 289 276539] Test: [64/78] Loss 1.6323 +[2025-02-27 17:42:18,172 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0061 +[2025-02-27 17:42:18,211 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7423 +[2025-02-27 17:42:18,249 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3443 +[2025-02-27 17:42:18,282 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7858 +[2025-02-27 17:42:18,313 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4088 +[2025-02-27 17:42:18,367 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7954 +[2025-02-27 17:42:18,408 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8552 +[2025-02-27 17:42:18,462 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3212 +[2025-02-27 17:42:18,510 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3697 +[2025-02-27 17:42:18,550 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0639 +[2025-02-27 17:42:18,599 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5029 +[2025-02-27 17:42:18,628 INFO hook.py line 289 276539] Test: [76/78] Loss 0.4206 +[2025-02-27 17:42:18,682 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3382 +[2025-02-27 17:42:18,709 INFO hook.py line 289 276539] Test: [78/78] Loss 0.9041 +[2025-02-27 17:42:20,243 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:42:20,243 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:42:20,243 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] wall : 0.8365 0.9155 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] floor : 0.9555 0.9883 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] cabinet : 0.6366 0.7293 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] bed : 0.7402 0.8493 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] chair : 0.8911 0.9413 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] sofa : 0.7861 0.9003 +[2025-02-27 17:42:20,243 INFO hook.py line 232 276539] table : 0.7051 0.7625 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] door : 0.6103 0.7964 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] window : 0.5819 0.8150 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] bookshelf : 0.7740 0.9198 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] picture : 0.3200 0.3772 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] counter : 0.6543 0.7599 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] desk : 0.6404 0.8299 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] curtain : 0.6838 0.8363 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] refridgerator : 0.5421 0.5905 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] shower curtain : 0.6346 0.7600 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] toilet : 0.9163 0.9575 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] sink : 0.6327 0.7184 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] bathtub : 0.8842 0.9149 +[2025-02-27 17:42:20,244 INFO hook.py line 232 276539] otherfurniture : 0.5276 0.6051 +[2025-02-27 17:42:20,244 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:42:20,244 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6977/0.7984/0.8903. +[2025-02-27 17:42:20,244 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:42:20,256 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:42:20,257 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:42:46,015 INFO hook.py line 109 276539] Train: [66/100][50/300] Data 0.004 (0.006) Batch 0.279 (0.352) Remain 01:01:13 loss: 0.5153 Lr: 1.78202e-03 +[2025-02-27 17:43:03,069 INFO hook.py line 109 276539] Train: [66/100][100/300] Data 0.004 (0.006) Batch 0.296 (0.346) Remain 01:00:00 loss: 0.5049 Lr: 1.76694e-03 +[2025-02-27 17:43:20,965 INFO hook.py line 109 276539] Train: [66/100][150/300] Data 0.004 (0.006) Batch 0.380 (0.350) Remain 01:00:24 loss: 0.2788 Lr: 1.75188e-03 +[2025-02-27 17:43:38,768 INFO hook.py line 109 276539] Train: [66/100][200/300] Data 0.011 (0.006) Batch 0.333 (0.352) Remain 01:00:22 loss: 0.4224 Lr: 1.73687e-03 +[2025-02-27 17:43:56,774 INFO hook.py line 109 276539] Train: [66/100][250/300] Data 0.009 (0.006) Batch 0.358 (0.353) Remain 01:00:22 loss: 0.5881 Lr: 1.72189e-03 +[2025-02-27 17:44:10,642 INFO hook.py line 109 276539] Train: [66/100][300/300] Data 0.002 (0.006) Batch 0.220 (0.341) Remain 00:57:53 loss: 0.5158 Lr: 1.70696e-03 +[2025-02-27 17:44:10,644 INFO misc.py line 135 276539] Train result: loss: 0.4060 +[2025-02-27 17:44:10,737 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:44:30,965 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1423 +[2025-02-27 17:44:31,014 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6365 +[2025-02-27 17:44:31,058 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2964 +[2025-02-27 17:44:31,126 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5322 +[2025-02-27 17:44:31,173 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2153 +[2025-02-27 17:44:31,518 INFO hook.py line 289 276539] Test: [6/78] Loss 1.2024 +[2025-02-27 17:44:31,574 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4011 +[2025-02-27 17:44:31,783 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2333 +[2025-02-27 17:44:31,826 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7796 +[2025-02-27 17:44:31,950 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5859 +[2025-02-27 17:44:31,997 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5474 +[2025-02-27 17:44:32,041 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8000 +[2025-02-27 17:44:32,092 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4290 +[2025-02-27 17:44:32,143 INFO hook.py line 289 276539] Test: [14/78] Loss 1.9045 +[2025-02-27 17:44:32,178 INFO hook.py line 289 276539] Test: [15/78] Loss 1.6742 +[2025-02-27 17:44:32,228 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0685 +[2025-02-27 17:44:32,276 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5410 +[2025-02-27 17:44:32,324 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5799 +[2025-02-27 17:44:32,379 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8597 +[2025-02-27 17:44:32,430 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1154 +[2025-02-27 17:44:32,474 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2534 +[2025-02-27 17:44:32,521 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1938 +[2025-02-27 17:44:32,563 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7099 +[2025-02-27 17:44:32,609 INFO hook.py line 289 276539] Test: [24/78] Loss 0.5713 +[2025-02-27 17:44:32,665 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7418 +[2025-02-27 17:44:32,718 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4152 +[2025-02-27 17:44:32,771 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0702 +[2025-02-27 17:44:32,814 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2933 +[2025-02-27 17:44:32,858 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2334 +[2025-02-27 17:44:32,916 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4897 +[2025-02-27 17:44:32,984 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4235 +[2025-02-27 17:44:33,039 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5839 +[2025-02-27 17:44:33,102 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2251 +[2025-02-27 17:44:33,156 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1231 +[2025-02-27 17:44:33,195 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3014 +[2025-02-27 17:44:33,245 INFO hook.py line 289 276539] Test: [36/78] Loss 0.6055 +[2025-02-27 17:44:33,294 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5842 +[2025-02-27 17:44:33,339 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2129 +[2025-02-27 17:44:33,407 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3641 +[2025-02-27 17:44:33,465 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2552 +[2025-02-27 17:44:33,506 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8922 +[2025-02-27 17:44:33,533 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1244 +[2025-02-27 17:44:33,586 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1646 +[2025-02-27 17:44:33,638 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5040 +[2025-02-27 17:44:33,668 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3780 +[2025-02-27 17:44:33,715 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6188 +[2025-02-27 17:44:33,754 INFO hook.py line 289 276539] Test: [47/78] Loss 1.1850 +[2025-02-27 17:44:33,786 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4980 +[2025-02-27 17:44:33,818 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9581 +[2025-02-27 17:44:33,851 INFO hook.py line 289 276539] Test: [50/78] Loss 0.7886 +[2025-02-27 17:44:33,884 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8986 +[2025-02-27 17:44:33,916 INFO hook.py line 289 276539] Test: [52/78] Loss 0.5913 +[2025-02-27 17:44:33,943 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3005 +[2025-02-27 17:44:33,981 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1675 +[2025-02-27 17:44:34,017 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0552 +[2025-02-27 17:44:34,056 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1794 +[2025-02-27 17:44:34,087 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6610 +[2025-02-27 17:44:34,115 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6560 +[2025-02-27 17:44:34,153 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6722 +[2025-02-27 17:44:34,185 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6620 +[2025-02-27 17:44:34,211 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4979 +[2025-02-27 17:44:34,246 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5288 +[2025-02-27 17:44:34,282 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8560 +[2025-02-27 17:44:34,336 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0924 +[2025-02-27 17:44:34,365 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1743 +[2025-02-27 17:44:34,405 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4701 +[2025-02-27 17:44:34,442 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5027 +[2025-02-27 17:44:34,474 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6213 +[2025-02-27 17:44:34,505 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3614 +[2025-02-27 17:44:34,560 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9711 +[2025-02-27 17:44:34,601 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8568 +[2025-02-27 17:44:34,651 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3021 +[2025-02-27 17:44:34,699 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3440 +[2025-02-27 17:44:34,739 INFO hook.py line 289 276539] Test: [74/78] Loss 2.1141 +[2025-02-27 17:44:34,787 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5491 +[2025-02-27 17:44:34,816 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7237 +[2025-02-27 17:44:34,871 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4201 +[2025-02-27 17:44:34,898 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5167 +[2025-02-27 17:44:36,369 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:44:36,370 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:44:36,370 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:44:36,370 INFO hook.py line 232 276539] wall : 0.8410 0.9267 +[2025-02-27 17:44:36,370 INFO hook.py line 232 276539] floor : 0.9602 0.9828 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] cabinet : 0.6314 0.7449 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] bed : 0.7769 0.8416 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] chair : 0.8970 0.9510 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] sofa : 0.8207 0.9190 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] table : 0.7059 0.7799 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] door : 0.6261 0.7566 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] window : 0.5702 0.7059 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] bookshelf : 0.7061 0.9336 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] picture : 0.3319 0.4651 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] counter : 0.6005 0.7847 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] desk : 0.6291 0.8620 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] curtain : 0.6761 0.7874 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] refridgerator : 0.6166 0.7049 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] shower curtain : 0.6476 0.7472 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] toilet : 0.8382 0.8765 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] sink : 0.6411 0.7595 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] bathtub : 0.8186 0.9273 +[2025-02-27 17:44:36,371 INFO hook.py line 232 276539] otherfurniture : 0.5280 0.6246 +[2025-02-27 17:44:36,371 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:44:36,371 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6932/0.8041/0.8915. +[2025-02-27 17:44:36,372 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:44:36,382 INFO misc.py line 164 276539] Currently Best mIoU: 0.7001 +[2025-02-27 17:44:36,383 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:45:02,257 INFO hook.py line 109 276539] Train: [67/100][50/300] Data 0.006 (0.006) Batch 0.366 (0.358) Remain 01:00:31 loss: 0.4672 Lr: 1.69206e-03 +[2025-02-27 17:45:20,401 INFO hook.py line 109 276539] Train: [67/100][100/300] Data 0.004 (0.006) Batch 0.355 (0.360) Remain 01:00:40 loss: 0.4867 Lr: 1.67720e-03 +[2025-02-27 17:45:36,872 INFO hook.py line 109 276539] Train: [67/100][150/300] Data 0.003 (0.006) Batch 0.297 (0.350) Remain 00:58:36 loss: 0.3360 Lr: 1.66238e-03 +[2025-02-27 17:45:52,652 INFO hook.py line 109 276539] Train: [67/100][200/300] Data 0.003 (0.006) Batch 0.267 (0.341) Remain 00:56:51 loss: 0.3101 Lr: 1.64761e-03 +[2025-02-27 17:46:08,146 INFO hook.py line 109 276539] Train: [67/100][250/300] Data 0.006 (0.006) Batch 0.234 (0.335) Remain 00:55:31 loss: 0.5272 Lr: 1.63287e-03 +[2025-02-27 17:46:20,265 INFO hook.py line 109 276539] Train: [67/100][300/300] Data 0.002 (0.005) Batch 0.193 (0.319) Remain 00:52:40 loss: 0.2189 Lr: 1.61818e-03 +[2025-02-27 17:46:20,266 INFO misc.py line 135 276539] Train result: loss: 0.4062 +[2025-02-27 17:46:20,352 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:46:34,977 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1011 +[2025-02-27 17:46:36,083 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6723 +[2025-02-27 17:46:36,917 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2777 +[2025-02-27 17:46:36,973 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5018 +[2025-02-27 17:46:37,010 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2621 +[2025-02-27 17:46:37,058 INFO hook.py line 289 276539] Test: [6/78] Loss 1.8821 +[2025-02-27 17:46:37,105 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3959 +[2025-02-27 17:46:37,131 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2467 +[2025-02-27 17:46:37,171 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8768 +[2025-02-27 17:46:37,204 INFO hook.py line 289 276539] Test: [10/78] Loss 0.3820 +[2025-02-27 17:46:37,249 INFO hook.py line 289 276539] Test: [11/78] Loss 0.6073 +[2025-02-27 17:46:37,279 INFO hook.py line 289 276539] Test: [12/78] Loss 0.4657 +[2025-02-27 17:46:37,322 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4168 +[2025-02-27 17:46:37,363 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0077 +[2025-02-27 17:46:37,404 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0718 +[2025-02-27 17:46:37,447 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0594 +[2025-02-27 17:46:37,482 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6732 +[2025-02-27 17:46:37,512 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5301 +[2025-02-27 17:46:37,552 INFO hook.py line 289 276539] Test: [19/78] Loss 1.1288 +[2025-02-27 17:46:37,589 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2699 +[2025-02-27 17:46:37,621 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2720 +[2025-02-27 17:46:37,657 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1169 +[2025-02-27 17:46:37,687 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7847 +[2025-02-27 17:46:37,730 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8949 +[2025-02-27 17:46:37,768 INFO hook.py line 289 276539] Test: [25/78] Loss 0.5487 +[2025-02-27 17:46:37,806 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4334 +[2025-02-27 17:46:37,852 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2378 +[2025-02-27 17:46:37,882 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3761 +[2025-02-27 17:46:37,910 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3699 +[2025-02-27 17:46:37,970 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5141 +[2025-02-27 17:46:38,026 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4972 +[2025-02-27 17:46:38,061 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4087 +[2025-02-27 17:46:38,109 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1760 +[2025-02-27 17:46:38,145 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9834 +[2025-02-27 17:46:38,180 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4048 +[2025-02-27 17:46:38,225 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9420 +[2025-02-27 17:46:38,260 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4693 +[2025-02-27 17:46:38,287 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2107 +[2025-02-27 17:46:38,346 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0612 +[2025-02-27 17:46:38,391 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3686 +[2025-02-27 17:46:38,430 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0267 +[2025-02-27 17:46:38,457 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1247 +[2025-02-27 17:46:38,489 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1172 +[2025-02-27 17:46:38,544 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4601 +[2025-02-27 17:46:38,572 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4378 +[2025-02-27 17:46:38,618 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7291 +[2025-02-27 17:46:38,653 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4583 +[2025-02-27 17:46:38,682 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5573 +[2025-02-27 17:46:38,711 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8738 +[2025-02-27 17:46:38,740 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0529 +[2025-02-27 17:46:38,765 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7514 +[2025-02-27 17:46:38,795 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6099 +[2025-02-27 17:46:38,817 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3657 +[2025-02-27 17:46:38,848 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0532 +[2025-02-27 17:46:38,882 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0427 +[2025-02-27 17:46:38,918 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1786 +[2025-02-27 17:46:38,948 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6244 +[2025-02-27 17:46:38,972 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3923 +[2025-02-27 17:46:39,007 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6785 +[2025-02-27 17:46:39,036 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7633 +[2025-02-27 17:46:39,057 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6435 +[2025-02-27 17:46:39,086 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4795 +[2025-02-27 17:46:39,119 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0764 +[2025-02-27 17:46:39,170 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2703 +[2025-02-27 17:46:39,194 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8985 +[2025-02-27 17:46:39,231 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5451 +[2025-02-27 17:46:39,266 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3799 +[2025-02-27 17:46:39,295 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8818 +[2025-02-27 17:46:39,322 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3019 +[2025-02-27 17:46:39,374 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8366 +[2025-02-27 17:46:39,412 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7800 +[2025-02-27 17:46:39,460 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2403 +[2025-02-27 17:46:39,504 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3807 +[2025-02-27 17:46:39,542 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9861 +[2025-02-27 17:46:39,588 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6311 +[2025-02-27 17:46:39,614 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8065 +[2025-02-27 17:46:39,666 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3096 +[2025-02-27 17:46:39,691 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6004 +[2025-02-27 17:46:40,863 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:46:40,863 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:46:40,863 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] wall : 0.8470 0.9464 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] floor : 0.9565 0.9850 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] cabinet : 0.6182 0.7239 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] bed : 0.7926 0.8688 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] chair : 0.8990 0.9467 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] sofa : 0.8339 0.8759 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] table : 0.6925 0.7859 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] door : 0.6413 0.7786 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] window : 0.5769 0.6880 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] bookshelf : 0.7715 0.9045 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] picture : 0.3269 0.3877 +[2025-02-27 17:46:40,864 INFO hook.py line 232 276539] counter : 0.5513 0.7290 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] desk : 0.6076 0.7674 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] curtain : 0.7168 0.7808 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] refridgerator : 0.6026 0.6603 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] shower curtain : 0.6437 0.7847 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] toilet : 0.8988 0.9584 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] sink : 0.6441 0.7127 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] bathtub : 0.8591 0.9226 +[2025-02-27 17:46:40,865 INFO hook.py line 232 276539] otherfurniture : 0.5451 0.6593 +[2025-02-27 17:46:40,866 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:46:40,866 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7013/0.7933/0.8952. +[2025-02-27 17:46:40,866 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:46:40,885 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7013 +[2025-02-27 17:46:40,886 INFO misc.py line 164 276539] Currently Best mIoU: 0.7013 +[2025-02-27 17:46:40,886 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:47:06,199 INFO hook.py line 109 276539] Train: [68/100][50/300] Data 0.004 (0.007) Batch 0.378 (0.362) Remain 00:59:24 loss: 0.1185 Lr: 1.60352e-03 +[2025-02-27 17:47:24,545 INFO hook.py line 109 276539] Train: [68/100][100/300] Data 0.003 (0.007) Batch 0.508 (0.364) Remain 00:59:31 loss: 0.3528 Lr: 1.58891e-03 +[2025-02-27 17:47:42,217 INFO hook.py line 109 276539] Train: [68/100][150/300] Data 0.004 (0.007) Batch 0.377 (0.361) Remain 00:58:36 loss: 0.4502 Lr: 1.57435e-03 +[2025-02-27 17:47:59,988 INFO hook.py line 109 276539] Train: [68/100][200/300] Data 0.009 (0.007) Batch 0.300 (0.359) Remain 00:58:05 loss: 0.4746 Lr: 1.55982e-03 +[2025-02-27 17:48:18,199 INFO hook.py line 109 276539] Train: [68/100][250/300] Data 0.008 (0.007) Batch 0.369 (0.360) Remain 00:57:57 loss: 0.2294 Lr: 1.54534e-03 +[2025-02-27 17:48:31,447 INFO hook.py line 109 276539] Train: [68/100][300/300] Data 0.002 (0.007) Batch 0.196 (0.344) Remain 00:55:05 loss: 0.4511 Lr: 1.53091e-03 +[2025-02-27 17:48:31,448 INFO misc.py line 135 276539] Train result: loss: 0.3941 +[2025-02-27 17:48:31,553 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:48:50,884 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1158 +[2025-02-27 17:48:50,929 INFO hook.py line 289 276539] Test: [2/78] Loss 0.9057 +[2025-02-27 17:48:50,964 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2894 +[2025-02-27 17:48:51,023 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4712 +[2025-02-27 17:48:51,127 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2420 +[2025-02-27 17:48:51,181 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7224 +[2025-02-27 17:48:51,233 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4536 +[2025-02-27 17:48:51,265 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2700 +[2025-02-27 17:48:51,308 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7341 +[2025-02-27 17:48:51,356 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4636 +[2025-02-27 17:48:51,405 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4220 +[2025-02-27 17:48:51,793 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1606 +[2025-02-27 17:48:51,841 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0934 +[2025-02-27 17:48:51,882 INFO hook.py line 289 276539] Test: [14/78] Loss 1.6495 +[2025-02-27 17:48:51,919 INFO hook.py line 289 276539] Test: [15/78] Loss 1.3014 +[2025-02-27 17:48:51,996 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0484 +[2025-02-27 17:48:52,042 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5262 +[2025-02-27 17:48:52,078 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6605 +[2025-02-27 17:48:52,129 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8459 +[2025-02-27 17:48:52,169 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2465 +[2025-02-27 17:48:52,211 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2159 +[2025-02-27 17:48:52,250 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4488 +[2025-02-27 17:48:52,281 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6674 +[2025-02-27 17:48:52,327 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7879 +[2025-02-27 17:48:52,368 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8181 +[2025-02-27 17:48:52,416 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5644 +[2025-02-27 17:48:52,470 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2322 +[2025-02-27 17:48:52,511 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3756 +[2025-02-27 17:48:52,550 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2021 +[2025-02-27 17:48:52,603 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3936 +[2025-02-27 17:48:52,658 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3205 +[2025-02-27 17:48:52,697 INFO hook.py line 289 276539] Test: [32/78] Loss 0.7159 +[2025-02-27 17:48:52,750 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1426 +[2025-02-27 17:48:52,789 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9513 +[2025-02-27 17:48:52,828 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2519 +[2025-02-27 17:48:52,872 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8809 +[2025-02-27 17:48:52,915 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4585 +[2025-02-27 17:48:52,958 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2162 +[2025-02-27 17:48:53,021 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3659 +[2025-02-27 17:48:53,073 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2934 +[2025-02-27 17:48:53,124 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9045 +[2025-02-27 17:48:53,162 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1761 +[2025-02-27 17:48:53,209 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1474 +[2025-02-27 17:48:53,279 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5199 +[2025-02-27 17:48:53,320 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3805 +[2025-02-27 17:48:53,370 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6203 +[2025-02-27 17:48:53,417 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5032 +[2025-02-27 17:48:53,463 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4859 +[2025-02-27 17:48:53,508 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9828 +[2025-02-27 17:48:53,543 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8412 +[2025-02-27 17:48:53,580 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7680 +[2025-02-27 17:48:53,614 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7646 +[2025-02-27 17:48:53,645 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2321 +[2025-02-27 17:48:53,679 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8177 +[2025-02-27 17:48:53,716 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0337 +[2025-02-27 17:48:53,760 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1448 +[2025-02-27 17:48:53,793 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6191 +[2025-02-27 17:48:53,820 INFO hook.py line 289 276539] Test: [58/78] Loss 0.6571 +[2025-02-27 17:48:53,858 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7415 +[2025-02-27 17:48:53,896 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5263 +[2025-02-27 17:48:53,925 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7677 +[2025-02-27 17:48:53,958 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5698 +[2025-02-27 17:48:53,993 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7090 +[2025-02-27 17:48:54,047 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3038 +[2025-02-27 17:48:54,073 INFO hook.py line 289 276539] Test: [65/78] Loss 1.1116 +[2025-02-27 17:48:54,113 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4871 +[2025-02-27 17:48:54,151 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3366 +[2025-02-27 17:48:54,186 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6952 +[2025-02-27 17:48:54,217 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4741 +[2025-02-27 17:48:54,272 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8123 +[2025-02-27 17:48:54,314 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9567 +[2025-02-27 17:48:54,365 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3538 +[2025-02-27 17:48:54,412 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3521 +[2025-02-27 17:48:54,452 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5696 +[2025-02-27 17:48:54,501 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5117 +[2025-02-27 17:48:54,530 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6130 +[2025-02-27 17:48:54,584 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3606 +[2025-02-27 17:48:54,611 INFO hook.py line 289 276539] Test: [78/78] Loss 0.8036 +[2025-02-27 17:48:56,175 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:48:56,176 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:48:56,176 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] wall : 0.8423 0.9408 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] floor : 0.9623 0.9843 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] cabinet : 0.6102 0.7242 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] bed : 0.8043 0.8711 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] chair : 0.8936 0.9626 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] sofa : 0.8430 0.9073 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] table : 0.7054 0.7713 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] door : 0.6347 0.7452 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] window : 0.5862 0.7745 +[2025-02-27 17:48:56,176 INFO hook.py line 232 276539] bookshelf : 0.7705 0.8561 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] picture : 0.3277 0.4090 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] counter : 0.5700 0.6640 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] desk : 0.6140 0.8805 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] curtain : 0.6809 0.7677 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] refridgerator : 0.5557 0.6277 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] shower curtain : 0.6632 0.7162 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] toilet : 0.8967 0.9663 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] sink : 0.6317 0.7538 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] bathtub : 0.8778 0.9174 +[2025-02-27 17:48:56,177 INFO hook.py line 232 276539] otherfurniture : 0.5311 0.6188 +[2025-02-27 17:48:56,177 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:48:56,177 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7001/0.7929/0.8943. +[2025-02-27 17:48:56,178 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:48:56,183 INFO misc.py line 164 276539] Currently Best mIoU: 0.7013 +[2025-02-27 17:48:56,184 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:49:21,849 INFO hook.py line 109 276539] Train: [69/100][50/300] Data 0.005 (0.006) Batch 0.328 (0.367) Remain 00:58:28 loss: 0.3645 Lr: 1.51651e-03 +[2025-02-27 17:49:39,998 INFO hook.py line 109 276539] Train: [69/100][100/300] Data 0.004 (0.007) Batch 0.355 (0.365) Remain 00:57:48 loss: 0.2844 Lr: 1.50217e-03 +[2025-02-27 17:49:57,606 INFO hook.py line 109 276539] Train: [69/100][150/300] Data 0.012 (0.007) Batch 0.320 (0.361) Remain 00:56:48 loss: 0.3413 Lr: 1.48787e-03 +[2025-02-27 17:50:16,009 INFO hook.py line 109 276539] Train: [69/100][200/300] Data 0.005 (0.007) Batch 0.641 (0.363) Remain 00:56:48 loss: 0.4295 Lr: 1.47361e-03 +[2025-02-27 17:50:31,894 INFO hook.py line 109 276539] Train: [69/100][250/300] Data 0.004 (0.007) Batch 0.263 (0.353) Remain 00:55:05 loss: 0.2735 Lr: 1.45940e-03 +[2025-02-27 17:50:44,051 INFO hook.py line 109 276539] Train: [69/100][300/300] Data 0.002 (0.006) Batch 0.203 (0.335) Remain 00:51:54 loss: 0.3480 Lr: 1.44524e-03 +[2025-02-27 17:50:44,051 INFO misc.py line 135 276539] Train result: loss: 0.3939 +[2025-02-27 17:50:44,175 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:51:02,910 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1022 +[2025-02-27 17:51:03,799 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6419 +[2025-02-27 17:51:03,832 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3054 +[2025-02-27 17:51:03,881 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4799 +[2025-02-27 17:51:03,916 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2512 +[2025-02-27 17:51:03,967 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7509 +[2025-02-27 17:51:04,015 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4121 +[2025-02-27 17:51:04,043 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2528 +[2025-02-27 17:51:04,087 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8182 +[2025-02-27 17:51:04,122 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9582 +[2025-02-27 17:51:04,167 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4397 +[2025-02-27 17:51:04,201 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0492 +[2025-02-27 17:51:04,247 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1089 +[2025-02-27 17:51:04,290 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2689 +[2025-02-27 17:51:04,325 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9860 +[2025-02-27 17:51:04,368 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1248 +[2025-02-27 17:51:04,404 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4185 +[2025-02-27 17:51:04,436 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6000 +[2025-02-27 17:51:04,477 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9034 +[2025-02-27 17:51:04,511 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2839 +[2025-02-27 17:51:04,545 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2399 +[2025-02-27 17:51:04,582 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3122 +[2025-02-27 17:51:04,611 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6359 +[2025-02-27 17:51:04,651 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6489 +[2025-02-27 17:51:04,696 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6653 +[2025-02-27 17:51:04,738 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6474 +[2025-02-27 17:51:04,790 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0158 +[2025-02-27 17:51:04,828 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4304 +[2025-02-27 17:51:04,855 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2280 +[2025-02-27 17:51:04,910 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5397 +[2025-02-27 17:51:04,964 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4742 +[2025-02-27 17:51:05,002 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5183 +[2025-02-27 17:51:05,057 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1606 +[2025-02-27 17:51:05,094 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0065 +[2025-02-27 17:51:05,130 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3046 +[2025-02-27 17:51:05,167 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9838 +[2025-02-27 17:51:05,202 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8501 +[2025-02-27 17:51:05,243 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2792 +[2025-02-27 17:51:05,310 INFO hook.py line 289 276539] Test: [39/78] Loss 1.8048 +[2025-02-27 17:51:05,352 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4675 +[2025-02-27 17:51:05,398 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8977 +[2025-02-27 17:51:05,432 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1808 +[2025-02-27 17:51:05,474 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1292 +[2025-02-27 17:51:05,532 INFO hook.py line 289 276539] Test: [44/78] Loss 0.6469 +[2025-02-27 17:51:05,568 INFO hook.py line 289 276539] Test: [45/78] Loss 0.2978 +[2025-02-27 17:51:05,615 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6639 +[2025-02-27 17:51:05,658 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4626 +[2025-02-27 17:51:05,689 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5024 +[2025-02-27 17:51:05,718 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0230 +[2025-02-27 17:51:05,748 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1048 +[2025-02-27 17:51:05,775 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7980 +[2025-02-27 17:51:05,808 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7689 +[2025-02-27 17:51:05,834 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2275 +[2025-02-27 17:51:05,880 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7786 +[2025-02-27 17:51:05,918 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0608 +[2025-02-27 17:51:05,963 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1664 +[2025-02-27 17:51:05,998 INFO hook.py line 289 276539] Test: [57/78] Loss 1.0002 +[2025-02-27 17:51:06,028 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4650 +[2025-02-27 17:51:06,063 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9066 +[2025-02-27 17:51:06,097 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9012 +[2025-02-27 17:51:06,126 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7742 +[2025-02-27 17:51:06,158 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5299 +[2025-02-27 17:51:06,192 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0558 +[2025-02-27 17:51:06,247 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1230 +[2025-02-27 17:51:06,276 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7272 +[2025-02-27 17:51:06,316 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7755 +[2025-02-27 17:51:06,352 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3384 +[2025-02-27 17:51:06,383 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0364 +[2025-02-27 17:51:06,412 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3731 +[2025-02-27 17:51:06,465 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0047 +[2025-02-27 17:51:06,507 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8917 +[2025-02-27 17:51:06,556 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2556 +[2025-02-27 17:51:06,603 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2849 +[2025-02-27 17:51:06,642 INFO hook.py line 289 276539] Test: [74/78] Loss 1.4459 +[2025-02-27 17:51:06,689 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5138 +[2025-02-27 17:51:06,715 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9077 +[2025-02-27 17:51:06,769 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3631 +[2025-02-27 17:51:06,794 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4846 +[2025-02-27 17:51:08,218 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:51:08,218 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:51:08,218 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] wall : 0.8426 0.9556 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] floor : 0.9600 0.9827 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] cabinet : 0.6274 0.8028 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] bed : 0.7955 0.8670 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] chair : 0.8960 0.9535 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] sofa : 0.8019 0.8390 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] table : 0.7049 0.8372 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] door : 0.6350 0.7180 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] window : 0.5620 0.6839 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] bookshelf : 0.7845 0.8526 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] picture : 0.3468 0.4305 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] counter : 0.6179 0.6955 +[2025-02-27 17:51:08,218 INFO hook.py line 232 276539] desk : 0.6045 0.7343 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] curtain : 0.6881 0.8396 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] refridgerator : 0.5820 0.6125 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] shower curtain : 0.6187 0.6697 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] toilet : 0.9084 0.9659 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] sink : 0.6376 0.7455 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] bathtub : 0.8849 0.9119 +[2025-02-27 17:51:08,219 INFO hook.py line 232 276539] otherfurniture : 0.5406 0.5953 +[2025-02-27 17:51:08,219 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:51:08,219 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7020/0.7846/0.8950. +[2025-02-27 17:51:08,219 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:51:08,227 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7020 +[2025-02-27 17:51:08,227 INFO misc.py line 164 276539] Currently Best mIoU: 0.7020 +[2025-02-27 17:51:08,227 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:51:28,760 INFO hook.py line 109 276539] Train: [70/100][50/300] Data 0.004 (0.004) Batch 0.272 (0.266) Remain 00:41:04 loss: 0.4211 Lr: 1.43113e-03 +[2025-02-27 17:51:44,037 INFO hook.py line 109 276539] Train: [70/100][100/300] Data 0.004 (0.004) Batch 0.408 (0.287) Remain 00:43:55 loss: 0.7808 Lr: 1.41706e-03 +[2025-02-27 17:52:01,939 INFO hook.py line 109 276539] Train: [70/100][150/300] Data 0.010 (0.005) Batch 0.394 (0.311) Remain 00:47:24 loss: 0.3668 Lr: 1.40304e-03 +[2025-02-27 17:52:19,522 INFO hook.py line 109 276539] Train: [70/100][200/300] Data 0.013 (0.005) Batch 0.400 (0.321) Remain 00:48:43 loss: 0.4904 Lr: 1.38907e-03 +[2025-02-27 17:52:36,846 INFO hook.py line 109 276539] Train: [70/100][250/300] Data 0.003 (0.006) Batch 0.321 (0.326) Remain 00:49:13 loss: 0.4888 Lr: 1.37515e-03 +[2025-02-27 17:52:50,496 INFO hook.py line 109 276539] Train: [70/100][300/300] Data 0.002 (0.005) Batch 0.201 (0.317) Remain 00:47:36 loss: 0.2667 Lr: 1.36128e-03 +[2025-02-27 17:52:50,497 INFO misc.py line 135 276539] Train result: loss: 0.3753 +[2025-02-27 17:52:50,598 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:53:09,603 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1041 +[2025-02-27 17:53:10,370 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6915 +[2025-02-27 17:53:10,416 INFO hook.py line 289 276539] Test: [3/78] Loss 0.3190 +[2025-02-27 17:53:10,469 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4809 +[2025-02-27 17:53:10,513 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4303 +[2025-02-27 17:53:10,580 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5803 +[2025-02-27 17:53:11,014 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3889 +[2025-02-27 17:53:11,044 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1975 +[2025-02-27 17:53:11,086 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6249 +[2025-02-27 17:53:11,135 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6039 +[2025-02-27 17:53:11,190 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4961 +[2025-02-27 17:53:11,233 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9157 +[2025-02-27 17:53:11,790 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3550 +[2025-02-27 17:53:11,829 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8358 +[2025-02-27 17:53:11,868 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0289 +[2025-02-27 17:53:11,916 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0568 +[2025-02-27 17:53:11,960 INFO hook.py line 289 276539] Test: [17/78] Loss 0.3567 +[2025-02-27 17:53:12,007 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5942 +[2025-02-27 17:53:12,050 INFO hook.py line 289 276539] Test: [19/78] Loss 1.2801 +[2025-02-27 17:53:12,097 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2813 +[2025-02-27 17:53:12,140 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2626 +[2025-02-27 17:53:12,193 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3300 +[2025-02-27 17:53:12,236 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7077 +[2025-02-27 17:53:12,298 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6707 +[2025-02-27 17:53:12,349 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8347 +[2025-02-27 17:53:12,409 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6025 +[2025-02-27 17:53:12,461 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3742 +[2025-02-27 17:53:12,502 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3133 +[2025-02-27 17:53:12,540 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2446 +[2025-02-27 17:53:12,604 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3767 +[2025-02-27 17:53:12,659 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3380 +[2025-02-27 17:53:12,701 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4224 +[2025-02-27 17:53:12,759 INFO hook.py line 289 276539] Test: [33/78] Loss 0.2281 +[2025-02-27 17:53:12,805 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0827 +[2025-02-27 17:53:12,857 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4902 +[2025-02-27 17:53:12,911 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8548 +[2025-02-27 17:53:12,961 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5034 +[2025-02-27 17:53:13,005 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2529 +[2025-02-27 17:53:13,075 INFO hook.py line 289 276539] Test: [39/78] Loss 1.8570 +[2025-02-27 17:53:13,123 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5102 +[2025-02-27 17:53:13,167 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9664 +[2025-02-27 17:53:13,200 INFO hook.py line 289 276539] Test: [42/78] Loss 0.2553 +[2025-02-27 17:53:13,237 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1820 +[2025-02-27 17:53:13,294 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5411 +[2025-02-27 17:53:13,332 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3545 +[2025-02-27 17:53:13,379 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5989 +[2025-02-27 17:53:13,420 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8536 +[2025-02-27 17:53:13,452 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4091 +[2025-02-27 17:53:13,483 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7416 +[2025-02-27 17:53:13,513 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0814 +[2025-02-27 17:53:13,541 INFO hook.py line 289 276539] Test: [51/78] Loss 0.5649 +[2025-02-27 17:53:13,575 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6215 +[2025-02-27 17:53:13,600 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3679 +[2025-02-27 17:53:13,634 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8744 +[2025-02-27 17:53:13,670 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0387 +[2025-02-27 17:53:13,708 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2053 +[2025-02-27 17:53:13,740 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5776 +[2025-02-27 17:53:13,766 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5283 +[2025-02-27 17:53:13,803 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7639 +[2025-02-27 17:53:13,836 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8121 +[2025-02-27 17:53:13,861 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5519 +[2025-02-27 17:53:13,894 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5283 +[2025-02-27 17:53:13,929 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7899 +[2025-02-27 17:53:13,982 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0659 +[2025-02-27 17:53:14,010 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8316 +[2025-02-27 17:53:14,050 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4283 +[2025-02-27 17:53:14,088 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2499 +[2025-02-27 17:53:14,122 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8738 +[2025-02-27 17:53:14,153 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3594 +[2025-02-27 17:53:14,208 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9703 +[2025-02-27 17:53:14,252 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9149 +[2025-02-27 17:53:14,302 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2723 +[2025-02-27 17:53:14,350 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3823 +[2025-02-27 17:53:14,391 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7120 +[2025-02-27 17:53:14,441 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5453 +[2025-02-27 17:53:14,469 INFO hook.py line 289 276539] Test: [76/78] Loss 0.4845 +[2025-02-27 17:53:14,524 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3948 +[2025-02-27 17:53:14,553 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6076 +[2025-02-27 17:53:16,203 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:53:16,204 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:53:16,206 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:53:16,206 INFO hook.py line 232 276539] wall : 0.8450 0.9181 +[2025-02-27 17:53:16,207 INFO hook.py line 232 276539] floor : 0.9608 0.9818 +[2025-02-27 17:53:16,208 INFO hook.py line 232 276539] cabinet : 0.6185 0.7598 +[2025-02-27 17:53:16,209 INFO hook.py line 232 276539] bed : 0.7941 0.8212 +[2025-02-27 17:53:16,210 INFO hook.py line 232 276539] chair : 0.8935 0.9527 +[2025-02-27 17:53:16,210 INFO hook.py line 232 276539] sofa : 0.8058 0.9260 +[2025-02-27 17:53:16,210 INFO hook.py line 232 276539] table : 0.7159 0.8313 +[2025-02-27 17:53:16,211 INFO hook.py line 232 276539] door : 0.6339 0.7555 +[2025-02-27 17:53:16,211 INFO hook.py line 232 276539] window : 0.5948 0.7838 +[2025-02-27 17:53:16,211 INFO hook.py line 232 276539] bookshelf : 0.7313 0.9241 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] picture : 0.3271 0.5052 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] counter : 0.5295 0.6173 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] desk : 0.6134 0.7789 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] curtain : 0.7037 0.8250 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] refridgerator : 0.4922 0.5160 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] shower curtain : 0.6123 0.6699 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] toilet : 0.8945 0.9714 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] sink : 0.6343 0.7640 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] bathtub : 0.8759 0.9138 +[2025-02-27 17:53:16,212 INFO hook.py line 232 276539] otherfurniture : 0.5546 0.6816 +[2025-02-27 17:53:16,213 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:53:16,213 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6916/0.7949/0.8929. +[2025-02-27 17:53:16,213 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:53:16,233 INFO misc.py line 164 276539] Currently Best mIoU: 0.7020 +[2025-02-27 17:53:16,234 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:53:41,322 INFO hook.py line 109 276539] Train: [71/100][50/300] Data 0.004 (0.007) Batch 0.320 (0.355) Remain 00:53:01 loss: 0.2186 Lr: 1.34746e-03 +[2025-02-27 17:53:59,205 INFO hook.py line 109 276539] Train: [71/100][100/300] Data 0.008 (0.007) Batch 0.305 (0.357) Remain 00:52:54 loss: 0.5387 Lr: 1.33369e-03 +[2025-02-27 17:54:16,934 INFO hook.py line 109 276539] Train: [71/100][150/300] Data 0.003 (0.007) Batch 0.296 (0.356) Remain 00:52:30 loss: 0.6183 Lr: 1.31997e-03 +[2025-02-27 17:54:34,818 INFO hook.py line 109 276539] Train: [71/100][200/300] Data 0.005 (0.007) Batch 0.318 (0.356) Remain 00:52:16 loss: 0.2464 Lr: 1.30630e-03 +[2025-02-27 17:54:52,860 INFO hook.py line 109 276539] Train: [71/100][250/300] Data 0.008 (0.007) Batch 0.674 (0.357) Remain 00:52:06 loss: 0.4024 Lr: 1.29268e-03 +[2025-02-27 17:55:06,613 INFO hook.py line 109 276539] Train: [71/100][300/300] Data 0.001 (0.006) Batch 0.192 (0.343) Remain 00:49:48 loss: 0.4742 Lr: 1.27911e-03 +[2025-02-27 17:55:06,613 INFO misc.py line 135 276539] Train result: loss: 0.3733 +[2025-02-27 17:55:06,701 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:55:24,989 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1109 +[2025-02-27 17:55:25,158 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5204 +[2025-02-27 17:55:25,194 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2403 +[2025-02-27 17:55:25,384 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5700 +[2025-02-27 17:55:25,421 INFO hook.py line 289 276539] Test: [5/78] Loss 0.1910 +[2025-02-27 17:55:25,476 INFO hook.py line 289 276539] Test: [6/78] Loss 1.9028 +[2025-02-27 17:55:25,522 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4030 +[2025-02-27 17:55:25,553 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2314 +[2025-02-27 17:55:25,603 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8047 +[2025-02-27 17:55:25,646 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5169 +[2025-02-27 17:55:25,691 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3962 +[2025-02-27 17:55:25,731 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8025 +[2025-02-27 17:55:25,777 INFO hook.py line 289 276539] Test: [13/78] Loss 0.7871 +[2025-02-27 17:55:25,818 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2360 +[2025-02-27 17:55:25,855 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1585 +[2025-02-27 17:55:25,897 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0705 +[2025-02-27 17:55:25,934 INFO hook.py line 289 276539] Test: [17/78] Loss 0.7395 +[2025-02-27 17:55:25,964 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6111 +[2025-02-27 17:55:26,010 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7033 +[2025-02-27 17:55:26,051 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3627 +[2025-02-27 17:55:26,084 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2167 +[2025-02-27 17:55:26,121 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4164 +[2025-02-27 17:55:26,155 INFO hook.py line 289 276539] Test: [23/78] Loss 0.8191 +[2025-02-27 17:55:26,200 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7145 +[2025-02-27 17:55:26,240 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6832 +[2025-02-27 17:55:26,280 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6823 +[2025-02-27 17:55:26,330 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0788 +[2025-02-27 17:55:26,365 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2818 +[2025-02-27 17:55:26,393 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2619 +[2025-02-27 17:55:26,451 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4342 +[2025-02-27 17:55:26,505 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4154 +[2025-02-27 17:55:26,539 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4160 +[2025-02-27 17:55:26,588 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1620 +[2025-02-27 17:55:26,627 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0128 +[2025-02-27 17:55:26,664 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2686 +[2025-02-27 17:55:26,705 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0732 +[2025-02-27 17:55:26,741 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8278 +[2025-02-27 17:55:26,775 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2258 +[2025-02-27 17:55:26,834 INFO hook.py line 289 276539] Test: [39/78] Loss 1.8626 +[2025-02-27 17:55:26,878 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4355 +[2025-02-27 17:55:26,928 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0736 +[2025-02-27 17:55:26,957 INFO hook.py line 289 276539] Test: [42/78] Loss 0.0916 +[2025-02-27 17:55:26,999 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1300 +[2025-02-27 17:55:27,052 INFO hook.py line 289 276539] Test: [44/78] Loss 0.3903 +[2025-02-27 17:55:27,081 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4659 +[2025-02-27 17:55:27,129 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6089 +[2025-02-27 17:55:27,166 INFO hook.py line 289 276539] Test: [47/78] Loss 1.3404 +[2025-02-27 17:55:27,196 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3914 +[2025-02-27 17:55:27,226 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0684 +[2025-02-27 17:55:27,256 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1836 +[2025-02-27 17:55:27,281 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7103 +[2025-02-27 17:55:27,312 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7345 +[2025-02-27 17:55:27,338 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3875 +[2025-02-27 17:55:27,373 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1942 +[2025-02-27 17:55:27,410 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0607 +[2025-02-27 17:55:27,448 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1612 +[2025-02-27 17:55:27,482 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6225 +[2025-02-27 17:55:27,507 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5478 +[2025-02-27 17:55:27,543 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8086 +[2025-02-27 17:55:27,575 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5229 +[2025-02-27 17:55:27,601 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5349 +[2025-02-27 17:55:27,633 INFO hook.py line 289 276539] Test: [62/78] Loss 0.7183 +[2025-02-27 17:55:27,668 INFO hook.py line 289 276539] Test: [63/78] Loss 0.5504 +[2025-02-27 17:55:27,724 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9400 +[2025-02-27 17:55:27,755 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7007 +[2025-02-27 17:55:27,795 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4830 +[2025-02-27 17:55:27,834 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2524 +[2025-02-27 17:55:27,866 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0115 +[2025-02-27 17:55:27,895 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3722 +[2025-02-27 17:55:27,948 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8182 +[2025-02-27 17:55:27,990 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8251 +[2025-02-27 17:55:28,039 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2483 +[2025-02-27 17:55:28,086 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3624 +[2025-02-27 17:55:28,127 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9610 +[2025-02-27 17:55:28,177 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4763 +[2025-02-27 17:55:28,204 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0277 +[2025-02-27 17:55:28,258 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4440 +[2025-02-27 17:55:28,284 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5461 +[2025-02-27 17:55:29,745 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:55:29,747 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:55:29,749 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:55:29,749 INFO hook.py line 232 276539] wall : 0.8472 0.9469 +[2025-02-27 17:55:29,750 INFO hook.py line 232 276539] floor : 0.9612 0.9856 +[2025-02-27 17:55:29,751 INFO hook.py line 232 276539] cabinet : 0.6425 0.8208 +[2025-02-27 17:55:29,752 INFO hook.py line 232 276539] bed : 0.8173 0.8759 +[2025-02-27 17:55:29,753 INFO hook.py line 232 276539] chair : 0.8975 0.9407 +[2025-02-27 17:55:29,753 INFO hook.py line 232 276539] sofa : 0.8176 0.9246 +[2025-02-27 17:55:29,754 INFO hook.py line 232 276539] table : 0.7340 0.8366 +[2025-02-27 17:55:29,754 INFO hook.py line 232 276539] door : 0.6563 0.7676 +[2025-02-27 17:55:29,754 INFO hook.py line 232 276539] window : 0.5960 0.7025 +[2025-02-27 17:55:29,754 INFO hook.py line 232 276539] bookshelf : 0.7952 0.8936 +[2025-02-27 17:55:29,755 INFO hook.py line 232 276539] picture : 0.3315 0.4613 +[2025-02-27 17:55:29,755 INFO hook.py line 232 276539] counter : 0.5836 0.6671 +[2025-02-27 17:55:29,755 INFO hook.py line 232 276539] desk : 0.6449 0.7800 +[2025-02-27 17:55:29,756 INFO hook.py line 232 276539] curtain : 0.6951 0.7874 +[2025-02-27 17:55:29,756 INFO hook.py line 232 276539] refridgerator : 0.5694 0.5995 +[2025-02-27 17:55:29,757 INFO hook.py line 232 276539] shower curtain : 0.4748 0.5044 +[2025-02-27 17:55:29,758 INFO hook.py line 232 276539] toilet : 0.9233 0.9614 +[2025-02-27 17:55:29,758 INFO hook.py line 232 276539] sink : 0.6348 0.7538 +[2025-02-27 17:55:29,758 INFO hook.py line 232 276539] bathtub : 0.8670 0.9087 +[2025-02-27 17:55:29,759 INFO hook.py line 232 276539] otherfurniture : 0.5756 0.6398 +[2025-02-27 17:55:29,759 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:55:29,760 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7032/0.7879/0.9001. +[2025-02-27 17:55:29,761 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:55:29,781 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7032 +[2025-02-27 17:55:29,782 INFO misc.py line 164 276539] Currently Best mIoU: 0.7032 +[2025-02-27 17:55:29,783 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:55:52,573 INFO hook.py line 109 276539] Train: [72/100][50/300] Data 0.009 (0.005) Batch 0.296 (0.302) Remain 00:43:36 loss: 0.2604 Lr: 1.26560e-03 +[2025-02-27 17:56:07,853 INFO hook.py line 109 276539] Train: [72/100][100/300] Data 0.015 (0.005) Batch 0.329 (0.304) Remain 00:43:35 loss: 0.3947 Lr: 1.25213e-03 +[2025-02-27 17:56:22,020 INFO hook.py line 109 276539] Train: [72/100][150/300] Data 0.003 (0.005) Batch 0.247 (0.297) Remain 00:42:19 loss: 0.4312 Lr: 1.23873e-03 +[2025-02-27 17:56:35,336 INFO hook.py line 109 276539] Train: [72/100][200/300] Data 0.003 (0.004) Batch 0.224 (0.289) Remain 00:40:58 loss: 0.3454 Lr: 1.22564e-03 +[2025-02-27 17:56:50,471 INFO hook.py line 109 276539] Train: [72/100][250/300] Data 0.004 (0.004) Batch 0.402 (0.292) Remain 00:41:06 loss: 0.2787 Lr: 1.21234e-03 +[2025-02-27 17:57:04,419 INFO hook.py line 109 276539] Train: [72/100][300/300] Data 0.002 (0.004) Batch 0.225 (0.290) Remain 00:40:34 loss: 0.1731 Lr: 1.19909e-03 +[2025-02-27 17:57:04,420 INFO misc.py line 135 276539] Train result: loss: 0.3582 +[2025-02-27 17:57:04,509 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:57:24,418 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0907 +[2025-02-27 17:57:24,660 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7728 +[2025-02-27 17:57:24,710 INFO hook.py line 289 276539] Test: [3/78] Loss 0.5068 +[2025-02-27 17:57:24,794 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4669 +[2025-02-27 17:57:24,845 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3390 +[2025-02-27 17:57:25,130 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5524 +[2025-02-27 17:57:25,187 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4069 +[2025-02-27 17:57:25,232 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2117 +[2025-02-27 17:57:25,281 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7327 +[2025-02-27 17:57:25,330 INFO hook.py line 289 276539] Test: [10/78] Loss 0.9722 +[2025-02-27 17:57:25,387 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3500 +[2025-02-27 17:57:25,429 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1079 +[2025-02-27 17:57:25,723 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1391 +[2025-02-27 17:57:25,772 INFO hook.py line 289 276539] Test: [14/78] Loss 2.3020 +[2025-02-27 17:57:25,809 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0010 +[2025-02-27 17:57:25,925 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0680 +[2025-02-27 17:57:25,964 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5279 +[2025-02-27 17:57:26,008 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5326 +[2025-02-27 17:57:26,057 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7132 +[2025-02-27 17:57:26,097 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3197 +[2025-02-27 17:57:26,139 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2995 +[2025-02-27 17:57:26,176 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2794 +[2025-02-27 17:57:26,212 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7949 +[2025-02-27 17:57:26,254 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7429 +[2025-02-27 17:57:26,299 INFO hook.py line 289 276539] Test: [25/78] Loss 0.5618 +[2025-02-27 17:57:26,340 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6025 +[2025-02-27 17:57:26,391 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0839 +[2025-02-27 17:57:26,437 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3859 +[2025-02-27 17:57:26,484 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2419 +[2025-02-27 17:57:26,543 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4004 +[2025-02-27 17:57:26,608 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4091 +[2025-02-27 17:57:26,651 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3422 +[2025-02-27 17:57:26,710 INFO hook.py line 289 276539] Test: [33/78] Loss 0.3269 +[2025-02-27 17:57:26,755 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1989 +[2025-02-27 17:57:26,800 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4323 +[2025-02-27 17:57:26,850 INFO hook.py line 289 276539] Test: [36/78] Loss 1.1633 +[2025-02-27 17:57:26,889 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6343 +[2025-02-27 17:57:26,932 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2635 +[2025-02-27 17:57:26,992 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7068 +[2025-02-27 17:57:27,035 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6794 +[2025-02-27 17:57:27,092 INFO hook.py line 289 276539] Test: [41/78] Loss 0.8248 +[2025-02-27 17:57:27,133 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1489 +[2025-02-27 17:57:27,184 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1226 +[2025-02-27 17:57:27,236 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4791 +[2025-02-27 17:57:27,285 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4530 +[2025-02-27 17:57:27,343 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6422 +[2025-02-27 17:57:27,393 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8958 +[2025-02-27 17:57:27,431 INFO hook.py line 289 276539] Test: [48/78] Loss 0.6295 +[2025-02-27 17:57:27,473 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0608 +[2025-02-27 17:57:27,517 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9304 +[2025-02-27 17:57:27,548 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6459 +[2025-02-27 17:57:27,580 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7033 +[2025-02-27 17:57:27,610 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2540 +[2025-02-27 17:57:27,645 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9203 +[2025-02-27 17:57:27,682 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0383 +[2025-02-27 17:57:27,720 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1793 +[2025-02-27 17:57:27,751 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7499 +[2025-02-27 17:57:27,779 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3246 +[2025-02-27 17:57:27,817 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8753 +[2025-02-27 17:57:27,849 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6528 +[2025-02-27 17:57:27,873 INFO hook.py line 289 276539] Test: [61/78] Loss 0.7132 +[2025-02-27 17:57:27,908 INFO hook.py line 289 276539] Test: [62/78] Loss 0.6082 +[2025-02-27 17:57:27,945 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7787 +[2025-02-27 17:57:27,999 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0316 +[2025-02-27 17:57:28,028 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0049 +[2025-02-27 17:57:28,069 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6077 +[2025-02-27 17:57:28,107 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3348 +[2025-02-27 17:57:28,139 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8556 +[2025-02-27 17:57:28,168 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3472 +[2025-02-27 17:57:28,223 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8679 +[2025-02-27 17:57:28,265 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7996 +[2025-02-27 17:57:28,315 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2142 +[2025-02-27 17:57:28,364 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4224 +[2025-02-27 17:57:28,405 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8311 +[2025-02-27 17:57:28,454 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4611 +[2025-02-27 17:57:28,484 INFO hook.py line 289 276539] Test: [76/78] Loss 0.6909 +[2025-02-27 17:57:28,542 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2442 +[2025-02-27 17:57:28,568 INFO hook.py line 289 276539] Test: [78/78] Loss 0.6511 +[2025-02-27 17:57:30,201 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:57:30,201 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:57:30,201 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] wall : 0.8390 0.9535 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] floor : 0.9619 0.9824 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] cabinet : 0.6373 0.7782 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] bed : 0.8015 0.8663 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] chair : 0.9004 0.9527 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] sofa : 0.8388 0.9078 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] table : 0.7254 0.8196 +[2025-02-27 17:57:30,201 INFO hook.py line 232 276539] door : 0.6009 0.6685 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] window : 0.5963 0.7358 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] bookshelf : 0.7828 0.9020 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] picture : 0.3237 0.4767 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] counter : 0.5364 0.6491 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] desk : 0.6468 0.7807 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] curtain : 0.6771 0.7935 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] refridgerator : 0.5288 0.5525 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] shower curtain : 0.5177 0.5515 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] toilet : 0.9266 0.9601 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] sink : 0.6462 0.7287 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] bathtub : 0.8880 0.9109 +[2025-02-27 17:57:30,202 INFO hook.py line 232 276539] otherfurniture : 0.5679 0.6392 +[2025-02-27 17:57:30,202 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:57:30,202 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.6972/0.7805/0.8962. +[2025-02-27 17:57:30,202 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:57:30,227 INFO misc.py line 164 276539] Currently Best mIoU: 0.7032 +[2025-02-27 17:57:30,227 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 17:57:56,107 INFO hook.py line 109 276539] Train: [73/100][50/300] Data 0.008 (0.006) Batch 0.368 (0.346) Remain 00:48:10 loss: 0.3034 Lr: 1.18589e-03 +[2025-02-27 17:58:13,985 INFO hook.py line 109 276539] Train: [73/100][100/300] Data 0.005 (0.006) Batch 0.401 (0.352) Remain 00:48:42 loss: 0.4759 Lr: 1.17276e-03 +[2025-02-27 17:58:31,239 INFO hook.py line 109 276539] Train: [73/100][150/300] Data 0.007 (0.006) Batch 0.394 (0.350) Remain 00:48:04 loss: 0.4821 Lr: 1.15967e-03 +[2025-02-27 17:58:49,008 INFO hook.py line 109 276539] Train: [73/100][200/300] Data 0.006 (0.006) Batch 0.313 (0.351) Remain 00:47:59 loss: 0.4256 Lr: 1.14665e-03 +[2025-02-27 17:59:07,120 INFO hook.py line 109 276539] Train: [73/100][250/300] Data 0.007 (0.006) Batch 0.348 (0.353) Remain 00:47:59 loss: 0.4531 Lr: 1.13368e-03 +[2025-02-27 17:59:20,793 INFO hook.py line 109 276539] Train: [73/100][300/300] Data 0.002 (0.006) Batch 0.216 (0.340) Remain 00:45:53 loss: 0.3184 Lr: 1.12076e-03 +[2025-02-27 17:59:20,794 INFO misc.py line 135 276539] Train result: loss: 0.3502 +[2025-02-27 17:59:20,896 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 17:59:42,035 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0891 +[2025-02-27 17:59:42,082 INFO hook.py line 289 276539] Test: [2/78] Loss 0.7224 +[2025-02-27 17:59:42,121 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2106 +[2025-02-27 17:59:42,169 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4766 +[2025-02-27 17:59:42,207 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4749 +[2025-02-27 17:59:42,265 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3025 +[2025-02-27 17:59:42,312 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3696 +[2025-02-27 17:59:42,356 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1869 +[2025-02-27 17:59:42,402 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9468 +[2025-02-27 17:59:42,444 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6773 +[2025-02-27 17:59:42,489 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4347 +[2025-02-27 17:59:42,529 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8959 +[2025-02-27 17:59:42,588 INFO hook.py line 289 276539] Test: [13/78] Loss 1.7072 +[2025-02-27 17:59:42,629 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2685 +[2025-02-27 17:59:42,670 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0120 +[2025-02-27 17:59:42,728 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0688 +[2025-02-27 17:59:42,768 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5482 +[2025-02-27 17:59:42,807 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5555 +[2025-02-27 17:59:42,853 INFO hook.py line 289 276539] Test: [19/78] Loss 0.5198 +[2025-02-27 17:59:42,889 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1911 +[2025-02-27 17:59:42,928 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2626 +[2025-02-27 17:59:42,975 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1826 +[2025-02-27 17:59:43,009 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5627 +[2025-02-27 17:59:43,054 INFO hook.py line 289 276539] Test: [24/78] Loss 0.8727 +[2025-02-27 17:59:43,099 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6307 +[2025-02-27 17:59:43,144 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4300 +[2025-02-27 17:59:43,197 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2618 +[2025-02-27 17:59:43,236 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3524 +[2025-02-27 17:59:43,281 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2609 +[2025-02-27 17:59:43,344 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5443 +[2025-02-27 17:59:43,406 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3587 +[2025-02-27 17:59:43,441 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3809 +[2025-02-27 17:59:43,492 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1944 +[2025-02-27 17:59:43,537 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0286 +[2025-02-27 17:59:43,580 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3088 +[2025-02-27 17:59:43,619 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9895 +[2025-02-27 17:59:43,657 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5542 +[2025-02-27 17:59:43,696 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2217 +[2025-02-27 17:59:43,759 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6202 +[2025-02-27 17:59:43,802 INFO hook.py line 289 276539] Test: [40/78] Loss 1.6103 +[2025-02-27 17:59:43,844 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9675 +[2025-02-27 17:59:43,880 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1104 +[2025-02-27 17:59:43,925 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1324 +[2025-02-27 17:59:43,988 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4013 +[2025-02-27 17:59:44,034 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3952 +[2025-02-27 17:59:44,081 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7819 +[2025-02-27 17:59:44,118 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7159 +[2025-02-27 17:59:44,150 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4121 +[2025-02-27 17:59:44,181 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9453 +[2025-02-27 17:59:44,211 INFO hook.py line 289 276539] Test: [50/78] Loss 0.7901 +[2025-02-27 17:59:44,240 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7783 +[2025-02-27 17:59:44,273 INFO hook.py line 289 276539] Test: [52/78] Loss 0.5730 +[2025-02-27 17:59:44,299 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2855 +[2025-02-27 17:59:44,332 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1465 +[2025-02-27 17:59:44,369 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0374 +[2025-02-27 17:59:44,408 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1743 +[2025-02-27 17:59:44,440 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7796 +[2025-02-27 17:59:44,467 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4579 +[2025-02-27 17:59:44,504 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9345 +[2025-02-27 17:59:44,541 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8904 +[2025-02-27 17:59:44,575 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5207 +[2025-02-27 17:59:44,610 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4023 +[2025-02-27 17:59:44,645 INFO hook.py line 289 276539] Test: [63/78] Loss 0.5914 +[2025-02-27 17:59:44,703 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9734 +[2025-02-27 17:59:44,737 INFO hook.py line 289 276539] Test: [65/78] Loss 0.9317 +[2025-02-27 17:59:44,778 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8995 +[2025-02-27 17:59:44,815 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6059 +[2025-02-27 17:59:44,851 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6893 +[2025-02-27 17:59:44,882 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3804 +[2025-02-27 17:59:44,936 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0524 +[2025-02-27 17:59:44,979 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7914 +[2025-02-27 17:59:45,028 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1902 +[2025-02-27 17:59:45,076 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3158 +[2025-02-27 17:59:45,116 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9276 +[2025-02-27 17:59:45,164 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5319 +[2025-02-27 17:59:45,199 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7714 +[2025-02-27 17:59:45,256 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2694 +[2025-02-27 17:59:45,292 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5133 +[2025-02-27 17:59:47,383 INFO hook.py line 217 276539] ######################################## +[2025-02-27 17:59:47,383 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 17:59:47,384 INFO hook.py line 223 276539] ######################################## +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] wall : 0.8412 0.9463 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] floor : 0.9625 0.9812 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] cabinet : 0.6082 0.7330 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] bed : 0.8056 0.8849 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] chair : 0.8986 0.9484 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] sofa : 0.8359 0.9019 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] table : 0.7203 0.8378 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] door : 0.6528 0.7842 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] window : 0.6072 0.7471 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] bookshelf : 0.7592 0.9306 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] picture : 0.3537 0.4544 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] counter : 0.5066 0.5865 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] desk : 0.6100 0.7774 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] curtain : 0.7423 0.8227 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] refridgerator : 0.5906 0.6789 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] shower curtain : 0.6612 0.7267 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] toilet : 0.9013 0.9486 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] sink : 0.6563 0.7312 +[2025-02-27 17:59:47,384 INFO hook.py line 232 276539] bathtub : 0.8885 0.9258 +[2025-02-27 17:59:47,385 INFO hook.py line 232 276539] otherfurniture : 0.4945 0.5357 +[2025-02-27 17:59:47,385 INFO hook.py line 233 276539] ######################################## +[2025-02-27 17:59:47,385 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7048/0.7942/0.8957. +[2025-02-27 17:59:47,389 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 17:59:47,427 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7048 +[2025-02-27 17:59:47,427 INFO misc.py line 164 276539] Currently Best mIoU: 0.7048 +[2025-02-27 17:59:47,428 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:00:12,392 INFO hook.py line 109 276539] Train: [74/100][50/300] Data 0.002 (0.010) Batch 0.409 (0.345) Remain 00:46:18 loss: 0.4201 Lr: 1.10791e-03 +[2025-02-27 18:00:27,511 INFO hook.py line 109 276539] Train: [74/100][100/300] Data 0.002 (0.007) Batch 0.311 (0.323) Remain 00:43:04 loss: 0.4563 Lr: 1.09511e-03 +[2025-02-27 18:00:43,028 INFO hook.py line 109 276539] Train: [74/100][150/300] Data 0.006 (0.006) Batch 0.320 (0.319) Remain 00:42:14 loss: 0.2372 Lr: 1.08237e-03 +[2025-02-27 18:00:58,602 INFO hook.py line 109 276539] Train: [74/100][200/300] Data 0.007 (0.006) Batch 0.318 (0.317) Remain 00:41:43 loss: 0.2752 Lr: 1.06968e-03 +[2025-02-27 18:01:13,781 INFO hook.py line 109 276539] Train: [74/100][250/300] Data 0.003 (0.006) Batch 0.310 (0.314) Remain 00:41:06 loss: 0.4133 Lr: 1.05706e-03 +[2025-02-27 18:01:25,889 INFO hook.py line 109 276539] Train: [74/100][300/300] Data 0.002 (0.005) Batch 0.199 (0.302) Remain 00:39:16 loss: 0.2995 Lr: 1.04449e-03 +[2025-02-27 18:01:25,890 INFO misc.py line 135 276539] Train result: loss: 0.3441 +[2025-02-27 18:01:25,982 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:01:40,271 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1093 +[2025-02-27 18:01:40,722 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5657 +[2025-02-27 18:01:40,767 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2126 +[2025-02-27 18:01:40,821 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5169 +[2025-02-27 18:01:40,866 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2566 +[2025-02-27 18:01:40,938 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4651 +[2025-02-27 18:01:40,993 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4158 +[2025-02-27 18:01:41,495 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1852 +[2025-02-27 18:01:41,544 INFO hook.py line 289 276539] Test: [9/78] Loss 1.0005 +[2025-02-27 18:01:41,587 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5683 +[2025-02-27 18:01:41,641 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3886 +[2025-02-27 18:01:41,684 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8166 +[2025-02-27 18:01:41,737 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0489 +[2025-02-27 18:01:41,785 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0610 +[2025-02-27 18:01:41,821 INFO hook.py line 289 276539] Test: [15/78] Loss 1.2516 +[2025-02-27 18:01:41,870 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0730 +[2025-02-27 18:01:41,906 INFO hook.py line 289 276539] Test: [17/78] Loss 0.6228 +[2025-02-27 18:01:41,941 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5883 +[2025-02-27 18:01:41,984 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7835 +[2025-02-27 18:01:42,027 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2060 +[2025-02-27 18:01:42,062 INFO hook.py line 289 276539] Test: [21/78] Loss 0.3200 +[2025-02-27 18:01:42,102 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3356 +[2025-02-27 18:01:42,146 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5903 +[2025-02-27 18:01:42,194 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7051 +[2025-02-27 18:01:42,247 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0704 +[2025-02-27 18:01:42,293 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5342 +[2025-02-27 18:01:42,342 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9268 +[2025-02-27 18:01:42,381 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3295 +[2025-02-27 18:01:42,411 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3348 +[2025-02-27 18:01:42,462 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5004 +[2025-02-27 18:01:42,523 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4862 +[2025-02-27 18:01:42,567 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5900 +[2025-02-27 18:01:42,618 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1842 +[2025-02-27 18:01:42,664 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1382 +[2025-02-27 18:01:42,702 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2661 +[2025-02-27 18:01:42,753 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0111 +[2025-02-27 18:01:42,805 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6686 +[2025-02-27 18:01:42,846 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2383 +[2025-02-27 18:01:42,917 INFO hook.py line 289 276539] Test: [39/78] Loss 1.6878 +[2025-02-27 18:01:42,981 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2970 +[2025-02-27 18:01:43,032 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1304 +[2025-02-27 18:01:43,067 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1468 +[2025-02-27 18:01:43,109 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1392 +[2025-02-27 18:01:43,174 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5130 +[2025-02-27 18:01:43,211 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5898 +[2025-02-27 18:01:43,256 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7208 +[2025-02-27 18:01:43,295 INFO hook.py line 289 276539] Test: [47/78] Loss 1.4944 +[2025-02-27 18:01:43,325 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3881 +[2025-02-27 18:01:43,356 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0004 +[2025-02-27 18:01:43,386 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8993 +[2025-02-27 18:01:43,417 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6560 +[2025-02-27 18:01:43,450 INFO hook.py line 289 276539] Test: [52/78] Loss 0.5354 +[2025-02-27 18:01:43,479 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2065 +[2025-02-27 18:01:43,512 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7956 +[2025-02-27 18:01:43,547 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0453 +[2025-02-27 18:01:43,586 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1662 +[2025-02-27 18:01:43,617 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8174 +[2025-02-27 18:01:43,649 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4994 +[2025-02-27 18:01:43,693 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7717 +[2025-02-27 18:01:43,729 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4681 +[2025-02-27 18:01:43,753 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5858 +[2025-02-27 18:01:43,785 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4776 +[2025-02-27 18:01:43,821 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7319 +[2025-02-27 18:01:43,875 INFO hook.py line 289 276539] Test: [64/78] Loss 1.3228 +[2025-02-27 18:01:43,902 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8658 +[2025-02-27 18:01:43,941 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5934 +[2025-02-27 18:01:43,979 INFO hook.py line 289 276539] Test: [67/78] Loss 0.7523 +[2025-02-27 18:01:44,010 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7746 +[2025-02-27 18:01:44,042 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3798 +[2025-02-27 18:01:44,099 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5390 +[2025-02-27 18:01:44,142 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8349 +[2025-02-27 18:01:44,192 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1977 +[2025-02-27 18:01:44,241 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3518 +[2025-02-27 18:01:44,282 INFO hook.py line 289 276539] Test: [74/78] Loss 1.3637 +[2025-02-27 18:01:44,330 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5387 +[2025-02-27 18:01:44,358 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8170 +[2025-02-27 18:01:44,416 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2633 +[2025-02-27 18:01:44,442 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5443 +[2025-02-27 18:01:46,261 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:01:46,263 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:01:46,265 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:01:46,266 INFO hook.py line 232 276539] wall : 0.8348 0.9511 +[2025-02-27 18:01:46,266 INFO hook.py line 232 276539] floor : 0.9609 0.9835 +[2025-02-27 18:01:46,266 INFO hook.py line 232 276539] cabinet : 0.6279 0.7926 +[2025-02-27 18:01:46,266 INFO hook.py line 232 276539] bed : 0.8188 0.8884 +[2025-02-27 18:01:46,267 INFO hook.py line 232 276539] chair : 0.8997 0.9473 +[2025-02-27 18:01:46,267 INFO hook.py line 232 276539] sofa : 0.8231 0.8539 +[2025-02-27 18:01:46,267 INFO hook.py line 232 276539] table : 0.7330 0.8115 +[2025-02-27 18:01:46,268 INFO hook.py line 232 276539] door : 0.6502 0.7423 +[2025-02-27 18:01:46,268 INFO hook.py line 232 276539] window : 0.5757 0.6823 +[2025-02-27 18:01:46,268 INFO hook.py line 232 276539] bookshelf : 0.7907 0.8480 +[2025-02-27 18:01:46,268 INFO hook.py line 232 276539] picture : 0.3098 0.4159 +[2025-02-27 18:01:46,268 INFO hook.py line 232 276539] counter : 0.6066 0.7017 +[2025-02-27 18:01:46,269 INFO hook.py line 232 276539] desk : 0.6498 0.8204 +[2025-02-27 18:01:46,269 INFO hook.py line 232 276539] curtain : 0.7382 0.8138 +[2025-02-27 18:01:46,269 INFO hook.py line 232 276539] refridgerator : 0.5629 0.6220 +[2025-02-27 18:01:46,269 INFO hook.py line 232 276539] shower curtain : 0.6990 0.8117 +[2025-02-27 18:01:46,270 INFO hook.py line 232 276539] toilet : 0.8940 0.9564 +[2025-02-27 18:01:46,270 INFO hook.py line 232 276539] sink : 0.6450 0.7374 +[2025-02-27 18:01:46,270 INFO hook.py line 232 276539] bathtub : 0.8470 0.9363 +[2025-02-27 18:01:46,271 INFO hook.py line 232 276539] otherfurniture : 0.5266 0.6161 +[2025-02-27 18:01:46,271 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:01:46,271 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7097/0.7966/0.8963. +[2025-02-27 18:01:46,272 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:01:46,285 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7097 +[2025-02-27 18:01:46,286 INFO misc.py line 164 276539] Currently Best mIoU: 0.7097 +[2025-02-27 18:01:46,286 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:02:13,028 INFO hook.py line 109 276539] Train: [75/100][50/300] Data 0.004 (0.007) Batch 0.579 (0.374) Remain 00:48:16 loss: 0.4494 Lr: 1.03199e-03 +[2025-02-27 18:02:31,301 INFO hook.py line 109 276539] Train: [75/100][100/300] Data 0.013 (0.007) Batch 0.335 (0.369) Remain 00:47:24 loss: 0.1235 Lr: 1.01954e-03 +[2025-02-27 18:02:49,368 INFO hook.py line 109 276539] Train: [75/100][150/300] Data 0.004 (0.007) Batch 0.299 (0.367) Remain 00:46:45 loss: 0.1543 Lr: 1.00715e-03 +[2025-02-27 18:03:06,708 INFO hook.py line 109 276539] Train: [75/100][200/300] Data 0.004 (0.007) Batch 0.329 (0.362) Remain 00:45:48 loss: 0.3512 Lr: 9.94830e-04 +[2025-02-27 18:03:24,348 INFO hook.py line 109 276539] Train: [75/100][250/300] Data 0.004 (0.007) Batch 0.423 (0.360) Remain 00:45:16 loss: 0.5142 Lr: 9.82565e-04 +[2025-02-27 18:03:37,369 INFO hook.py line 109 276539] Train: [75/100][300/300] Data 0.003 (0.007) Batch 0.203 (0.343) Remain 00:42:53 loss: 0.4599 Lr: 9.70362e-04 +[2025-02-27 18:03:37,370 INFO misc.py line 135 276539] Train result: loss: 0.3325 +[2025-02-27 18:03:37,457 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:03:57,445 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0894 +[2025-02-27 18:03:58,638 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5670 +[2025-02-27 18:03:58,686 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2943 +[2025-02-27 18:03:58,746 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4607 +[2025-02-27 18:03:58,788 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2982 +[2025-02-27 18:03:58,848 INFO hook.py line 289 276539] Test: [6/78] Loss 1.9214 +[2025-02-27 18:03:58,899 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5171 +[2025-02-27 18:03:58,936 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1813 +[2025-02-27 18:03:58,993 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7016 +[2025-02-27 18:03:59,034 INFO hook.py line 289 276539] Test: [10/78] Loss 0.3753 +[2025-02-27 18:03:59,089 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4130 +[2025-02-27 18:03:59,136 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8730 +[2025-02-27 18:03:59,189 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0906 +[2025-02-27 18:03:59,236 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1808 +[2025-02-27 18:03:59,284 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9420 +[2025-02-27 18:03:59,331 INFO hook.py line 289 276539] Test: [16/78] Loss 0.1808 +[2025-02-27 18:03:59,381 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5327 +[2025-02-27 18:03:59,420 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5957 +[2025-02-27 18:03:59,464 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7813 +[2025-02-27 18:03:59,506 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1583 +[2025-02-27 18:03:59,549 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2251 +[2025-02-27 18:03:59,593 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1628 +[2025-02-27 18:03:59,632 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7996 +[2025-02-27 18:03:59,676 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7745 +[2025-02-27 18:03:59,727 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7125 +[2025-02-27 18:03:59,777 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4442 +[2025-02-27 18:03:59,828 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1269 +[2025-02-27 18:03:59,873 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3904 +[2025-02-27 18:03:59,910 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2202 +[2025-02-27 18:03:59,975 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4620 +[2025-02-27 18:04:00,031 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4196 +[2025-02-27 18:04:00,075 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4243 +[2025-02-27 18:04:00,132 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1403 +[2025-02-27 18:04:00,176 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0783 +[2025-02-27 18:04:00,213 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2636 +[2025-02-27 18:04:00,266 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0420 +[2025-02-27 18:04:00,304 INFO hook.py line 289 276539] Test: [37/78] Loss 0.4505 +[2025-02-27 18:04:00,344 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2166 +[2025-02-27 18:04:00,414 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1489 +[2025-02-27 18:04:00,459 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4094 +[2025-02-27 18:04:00,508 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0953 +[2025-02-27 18:04:00,549 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1566 +[2025-02-27 18:04:00,595 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1214 +[2025-02-27 18:04:00,656 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4286 +[2025-02-27 18:04:00,705 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4663 +[2025-02-27 18:04:00,758 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6382 +[2025-02-27 18:04:00,804 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5707 +[2025-02-27 18:04:00,842 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3829 +[2025-02-27 18:04:00,886 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1548 +[2025-02-27 18:04:00,924 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0138 +[2025-02-27 18:04:00,965 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6169 +[2025-02-27 18:04:01,011 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6451 +[2025-02-27 18:04:01,056 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2800 +[2025-02-27 18:04:01,092 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7840 +[2025-02-27 18:04:01,136 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0375 +[2025-02-27 18:04:01,176 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1560 +[2025-02-27 18:04:01,209 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7734 +[2025-02-27 18:04:01,235 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4567 +[2025-02-27 18:04:01,273 INFO hook.py line 289 276539] Test: [59/78] Loss 0.8712 +[2025-02-27 18:04:01,305 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4931 +[2025-02-27 18:04:01,332 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6295 +[2025-02-27 18:04:01,364 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4730 +[2025-02-27 18:04:01,398 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7505 +[2025-02-27 18:04:01,452 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9267 +[2025-02-27 18:04:01,481 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6817 +[2025-02-27 18:04:01,522 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8088 +[2025-02-27 18:04:01,559 INFO hook.py line 289 276539] Test: [67/78] Loss 0.1886 +[2025-02-27 18:04:01,591 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7705 +[2025-02-27 18:04:01,621 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3635 +[2025-02-27 18:04:01,676 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8224 +[2025-02-27 18:04:01,718 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6403 +[2025-02-27 18:04:01,771 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1960 +[2025-02-27 18:04:01,819 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2824 +[2025-02-27 18:04:01,859 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5486 +[2025-02-27 18:04:01,908 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6001 +[2025-02-27 18:04:01,937 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8841 +[2025-02-27 18:04:01,992 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4221 +[2025-02-27 18:04:02,025 INFO hook.py line 289 276539] Test: [78/78] Loss 0.4846 +[2025-02-27 18:04:03,438 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:04:03,438 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:04:03,438 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] wall : 0.8505 0.9445 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] floor : 0.9614 0.9848 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] cabinet : 0.6589 0.7885 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] bed : 0.8283 0.8607 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] chair : 0.9001 0.9471 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] sofa : 0.8058 0.9143 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] table : 0.7373 0.8507 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] door : 0.6358 0.7752 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] window : 0.6175 0.7661 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] bookshelf : 0.8061 0.8942 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] picture : 0.3420 0.4095 +[2025-02-27 18:04:03,438 INFO hook.py line 232 276539] counter : 0.5979 0.7071 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] desk : 0.6405 0.7556 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] curtain : 0.7385 0.8193 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] refridgerator : 0.5939 0.6713 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] shower curtain : 0.6513 0.7149 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] toilet : 0.9159 0.9607 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] sink : 0.6555 0.7301 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] bathtub : 0.8893 0.9113 +[2025-02-27 18:04:03,439 INFO hook.py line 232 276539] otherfurniture : 0.5543 0.6353 +[2025-02-27 18:04:03,439 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:04:03,439 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7190/0.8021/0.9018. +[2025-02-27 18:04:03,439 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:04:03,452 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7190 +[2025-02-27 18:04:03,452 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:04:03,453 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:04:29,279 INFO hook.py line 109 276539] Train: [76/100][50/300] Data 0.004 (0.012) Batch 0.282 (0.359) Remain 00:44:33 loss: 0.4264 Lr: 9.58221e-04 +[2025-02-27 18:04:47,022 INFO hook.py line 109 276539] Train: [76/100][100/300] Data 0.009 (0.009) Batch 0.316 (0.357) Remain 00:44:00 loss: 0.1876 Lr: 9.46141e-04 +[2025-02-27 18:05:04,555 INFO hook.py line 109 276539] Train: [76/100][150/300] Data 0.005 (0.008) Batch 0.282 (0.355) Remain 00:43:27 loss: 0.6453 Lr: 9.34124e-04 +[2025-02-27 18:05:21,391 INFO hook.py line 109 276539] Train: [76/100][200/300] Data 0.003 (0.007) Batch 0.350 (0.350) Remain 00:42:36 loss: 0.3325 Lr: 9.22170e-04 +[2025-02-27 18:05:36,856 INFO hook.py line 109 276539] Train: [76/100][250/300] Data 0.004 (0.007) Batch 0.311 (0.342) Remain 00:41:18 loss: 0.5047 Lr: 9.10278e-04 +[2025-02-27 18:05:49,036 INFO hook.py line 109 276539] Train: [76/100][300/300] Data 0.002 (0.006) Batch 0.189 (0.325) Remain 00:39:02 loss: 0.6939 Lr: 8.98687e-04 +[2025-02-27 18:05:49,037 INFO misc.py line 135 276539] Train result: loss: 0.3225 +[2025-02-27 18:05:49,130 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:06:07,898 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0850 +[2025-02-27 18:06:07,951 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6781 +[2025-02-27 18:06:08,153 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2363 +[2025-02-27 18:06:08,198 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4744 +[2025-02-27 18:06:08,623 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2047 +[2025-02-27 18:06:08,682 INFO hook.py line 289 276539] Test: [6/78] Loss 1.7551 +[2025-02-27 18:06:08,851 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5671 +[2025-02-27 18:06:08,940 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1955 +[2025-02-27 18:06:08,995 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8306 +[2025-02-27 18:06:09,042 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4633 +[2025-02-27 18:06:09,094 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5430 +[2025-02-27 18:06:09,422 INFO hook.py line 289 276539] Test: [12/78] Loss 0.8255 +[2025-02-27 18:06:09,724 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3654 +[2025-02-27 18:06:09,765 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1930 +[2025-02-27 18:06:09,802 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1599 +[2025-02-27 18:06:09,846 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0613 +[2025-02-27 18:06:09,884 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5045 +[2025-02-27 18:06:09,918 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5857 +[2025-02-27 18:06:09,961 INFO hook.py line 289 276539] Test: [19/78] Loss 0.6287 +[2025-02-27 18:06:09,996 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2072 +[2025-02-27 18:06:10,036 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2488 +[2025-02-27 18:06:10,073 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1989 +[2025-02-27 18:06:10,107 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7717 +[2025-02-27 18:06:10,146 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6420 +[2025-02-27 18:06:10,185 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0858 +[2025-02-27 18:06:10,223 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5522 +[2025-02-27 18:06:10,271 INFO hook.py line 289 276539] Test: [27/78] Loss 1.3918 +[2025-02-27 18:06:10,308 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3344 +[2025-02-27 18:06:10,340 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2643 +[2025-02-27 18:06:10,392 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5642 +[2025-02-27 18:06:10,446 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5127 +[2025-02-27 18:06:10,480 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4699 +[2025-02-27 18:06:10,536 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1544 +[2025-02-27 18:06:10,571 INFO hook.py line 289 276539] Test: [34/78] Loss 1.2075 +[2025-02-27 18:06:10,606 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2628 +[2025-02-27 18:06:10,644 INFO hook.py line 289 276539] Test: [36/78] Loss 1.1733 +[2025-02-27 18:06:10,678 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5648 +[2025-02-27 18:06:10,707 INFO hook.py line 289 276539] Test: [38/78] Loss 0.3039 +[2025-02-27 18:06:10,771 INFO hook.py line 289 276539] Test: [39/78] Loss 1.7164 +[2025-02-27 18:06:10,821 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4188 +[2025-02-27 18:06:10,871 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0809 +[2025-02-27 18:06:10,905 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1126 +[2025-02-27 18:06:10,946 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1010 +[2025-02-27 18:06:11,009 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4640 +[2025-02-27 18:06:11,039 INFO hook.py line 289 276539] Test: [45/78] Loss 0.4069 +[2025-02-27 18:06:11,093 INFO hook.py line 289 276539] Test: [46/78] Loss 0.5935 +[2025-02-27 18:06:11,133 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1928 +[2025-02-27 18:06:11,164 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5020 +[2025-02-27 18:06:11,194 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1504 +[2025-02-27 18:06:11,224 INFO hook.py line 289 276539] Test: [50/78] Loss 1.1140 +[2025-02-27 18:06:11,254 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6525 +[2025-02-27 18:06:11,285 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6617 +[2025-02-27 18:06:11,308 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2161 +[2025-02-27 18:06:11,340 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8720 +[2025-02-27 18:06:11,375 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0384 +[2025-02-27 18:06:11,412 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1861 +[2025-02-27 18:06:11,441 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4722 +[2025-02-27 18:06:11,465 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3624 +[2025-02-27 18:06:11,501 INFO hook.py line 289 276539] Test: [59/78] Loss 0.9488 +[2025-02-27 18:06:11,535 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4733 +[2025-02-27 18:06:11,557 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5406 +[2025-02-27 18:06:11,586 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4867 +[2025-02-27 18:06:11,619 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6622 +[2025-02-27 18:06:11,670 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0168 +[2025-02-27 18:06:11,695 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6060 +[2025-02-27 18:06:11,732 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5039 +[2025-02-27 18:06:11,766 INFO hook.py line 289 276539] Test: [67/78] Loss 0.8605 +[2025-02-27 18:06:11,796 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9337 +[2025-02-27 18:06:11,823 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3687 +[2025-02-27 18:06:11,875 INFO hook.py line 289 276539] Test: [70/78] Loss 1.2556 +[2025-02-27 18:06:11,914 INFO hook.py line 289 276539] Test: [71/78] Loss 0.9540 +[2025-02-27 18:06:11,962 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2180 +[2025-02-27 18:06:12,008 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3069 +[2025-02-27 18:06:12,046 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6454 +[2025-02-27 18:06:12,091 INFO hook.py line 289 276539] Test: [75/78] Loss 0.6193 +[2025-02-27 18:06:12,118 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9385 +[2025-02-27 18:06:12,171 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2440 +[2025-02-27 18:06:12,196 INFO hook.py line 289 276539] Test: [78/78] Loss 0.9071 +[2025-02-27 18:06:13,524 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:06:13,524 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:06:13,524 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] wall : 0.8376 0.9596 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] floor : 0.9616 0.9849 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] cabinet : 0.6447 0.7468 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] bed : 0.8017 0.8827 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] chair : 0.9012 0.9426 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] sofa : 0.8139 0.8844 +[2025-02-27 18:06:13,525 INFO hook.py line 232 276539] table : 0.7014 0.8042 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] door : 0.6301 0.7196 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] window : 0.5641 0.6743 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] bookshelf : 0.8016 0.9004 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] picture : 0.3104 0.3463 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] counter : 0.6150 0.7781 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] desk : 0.6373 0.7654 +[2025-02-27 18:06:13,526 INFO hook.py line 232 276539] curtain : 0.6904 0.7343 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] refridgerator : 0.5132 0.5433 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] shower curtain : 0.7380 0.8173 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] toilet : 0.8978 0.9555 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] sink : 0.6354 0.7038 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] bathtub : 0.8703 0.9320 +[2025-02-27 18:06:13,527 INFO hook.py line 232 276539] otherfurniture : 0.5528 0.6541 +[2025-02-27 18:06:13,527 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:06:13,528 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7059/0.7865/0.8964. +[2025-02-27 18:06:13,529 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:06:13,558 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:06:13,558 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:06:33,592 INFO hook.py line 109 276539] Train: [77/100][50/300] Data 0.014 (0.004) Batch 0.377 (0.274) Remain 00:32:37 loss: 0.2619 Lr: 8.86922e-04 +[2025-02-27 18:06:51,366 INFO hook.py line 109 276539] Train: [77/100][100/300] Data 0.014 (0.005) Batch 0.344 (0.316) Remain 00:37:22 loss: 0.1825 Lr: 8.75221e-04 +[2025-02-27 18:07:08,967 INFO hook.py line 109 276539] Train: [77/100][150/300] Data 0.004 (0.006) Batch 0.334 (0.328) Remain 00:38:33 loss: 0.3314 Lr: 8.63584e-04 +[2025-02-27 18:07:26,752 INFO hook.py line 109 276539] Train: [77/100][200/300] Data 0.006 (0.006) Batch 0.409 (0.335) Remain 00:39:06 loss: 0.1662 Lr: 8.52013e-04 +[2025-02-27 18:07:44,116 INFO hook.py line 109 276539] Train: [77/100][250/300] Data 0.003 (0.006) Batch 0.421 (0.338) Remain 00:39:06 loss: 0.3617 Lr: 8.40507e-04 +[2025-02-27 18:07:57,522 INFO hook.py line 109 276539] Train: [77/100][300/300] Data 0.002 (0.006) Batch 0.209 (0.326) Remain 00:37:28 loss: 0.1993 Lr: 8.29066e-04 +[2025-02-27 18:07:57,522 INFO misc.py line 135 276539] Train result: loss: 0.3184 +[2025-02-27 18:07:57,606 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:08:16,759 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0905 +[2025-02-27 18:08:16,815 INFO hook.py line 289 276539] Test: [2/78] Loss 0.4831 +[2025-02-27 18:08:16,876 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2659 +[2025-02-27 18:08:16,942 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4842 +[2025-02-27 18:08:17,570 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2210 +[2025-02-27 18:08:17,627 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4456 +[2025-02-27 18:08:17,685 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4233 +[2025-02-27 18:08:17,723 INFO hook.py line 289 276539] Test: [8/78] Loss 0.3886 +[2025-02-27 18:08:17,771 INFO hook.py line 289 276539] Test: [9/78] Loss 0.9942 +[2025-02-27 18:08:17,817 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4241 +[2025-02-27 18:08:17,874 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5217 +[2025-02-27 18:08:17,912 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9649 +[2025-02-27 18:08:17,971 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2394 +[2025-02-27 18:08:18,287 INFO hook.py line 289 276539] Test: [14/78] Loss 2.4811 +[2025-02-27 18:08:18,322 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0548 +[2025-02-27 18:08:18,370 INFO hook.py line 289 276539] Test: [16/78] Loss 0.6494 +[2025-02-27 18:08:18,408 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4939 +[2025-02-27 18:08:18,444 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6729 +[2025-02-27 18:08:18,484 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7692 +[2025-02-27 18:08:18,523 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3061 +[2025-02-27 18:08:18,555 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2306 +[2025-02-27 18:08:18,599 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1439 +[2025-02-27 18:08:18,637 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7842 +[2025-02-27 18:08:18,680 INFO hook.py line 289 276539] Test: [24/78] Loss 0.5891 +[2025-02-27 18:08:18,722 INFO hook.py line 289 276539] Test: [25/78] Loss 0.6945 +[2025-02-27 18:08:18,771 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5668 +[2025-02-27 18:08:18,830 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0609 +[2025-02-27 18:08:18,875 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3091 +[2025-02-27 18:08:18,913 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2618 +[2025-02-27 18:08:18,964 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4998 +[2025-02-27 18:08:19,024 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5548 +[2025-02-27 18:08:19,070 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3022 +[2025-02-27 18:08:19,121 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1707 +[2025-02-27 18:08:19,170 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1927 +[2025-02-27 18:08:19,222 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3106 +[2025-02-27 18:08:19,265 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8445 +[2025-02-27 18:08:19,302 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7583 +[2025-02-27 18:08:19,339 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2226 +[2025-02-27 18:08:19,399 INFO hook.py line 289 276539] Test: [39/78] Loss 0.9882 +[2025-02-27 18:08:19,449 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3539 +[2025-02-27 18:08:19,506 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9707 +[2025-02-27 18:08:19,545 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1189 +[2025-02-27 18:08:19,588 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1104 +[2025-02-27 18:08:19,650 INFO hook.py line 289 276539] Test: [44/78] Loss 0.7041 +[2025-02-27 18:08:19,688 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3707 +[2025-02-27 18:08:19,730 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6912 +[2025-02-27 18:08:19,773 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0258 +[2025-02-27 18:08:19,814 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5105 +[2025-02-27 18:08:19,851 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8263 +[2025-02-27 18:08:19,889 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8048 +[2025-02-27 18:08:19,920 INFO hook.py line 289 276539] Test: [51/78] Loss 1.2103 +[2025-02-27 18:08:19,953 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6122 +[2025-02-27 18:08:19,978 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2973 +[2025-02-27 18:08:20,012 INFO hook.py line 289 276539] Test: [54/78] Loss 1.7972 +[2025-02-27 18:08:20,050 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0411 +[2025-02-27 18:08:20,089 INFO hook.py line 289 276539] Test: [56/78] Loss 0.2071 +[2025-02-27 18:08:20,121 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5495 +[2025-02-27 18:08:20,147 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3280 +[2025-02-27 18:08:20,185 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6311 +[2025-02-27 18:08:20,218 INFO hook.py line 289 276539] Test: [60/78] Loss 0.4425 +[2025-02-27 18:08:20,243 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5236 +[2025-02-27 18:08:20,277 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5248 +[2025-02-27 18:08:20,312 INFO hook.py line 289 276539] Test: [63/78] Loss 0.5771 +[2025-02-27 18:08:20,366 INFO hook.py line 289 276539] Test: [64/78] Loss 1.2603 +[2025-02-27 18:08:20,394 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8386 +[2025-02-27 18:08:20,435 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5123 +[2025-02-27 18:08:20,472 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6052 +[2025-02-27 18:08:20,504 INFO hook.py line 289 276539] Test: [68/78] Loss 0.6295 +[2025-02-27 18:08:20,534 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3814 +[2025-02-27 18:08:20,589 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7520 +[2025-02-27 18:08:20,631 INFO hook.py line 289 276539] Test: [71/78] Loss 0.8009 +[2025-02-27 18:08:20,682 INFO hook.py line 289 276539] Test: [72/78] Loss 0.3212 +[2025-02-27 18:08:20,732 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2816 +[2025-02-27 18:08:20,772 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5402 +[2025-02-27 18:08:20,820 INFO hook.py line 289 276539] Test: [75/78] Loss 0.7624 +[2025-02-27 18:08:20,849 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8969 +[2025-02-27 18:08:20,908 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3899 +[2025-02-27 18:08:20,934 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5703 +[2025-02-27 18:08:23,129 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:08:23,132 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:08:23,133 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] wall : 0.8496 0.9414 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] floor : 0.9606 0.9839 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] cabinet : 0.6329 0.7899 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] bed : 0.8000 0.8788 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] chair : 0.8961 0.9498 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] sofa : 0.8146 0.8696 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] table : 0.7074 0.7866 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] door : 0.6636 0.7975 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] window : 0.5954 0.7125 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] bookshelf : 0.7765 0.8720 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] picture : 0.3446 0.4556 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] counter : 0.6472 0.7849 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] desk : 0.6215 0.8750 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] curtain : 0.6760 0.7339 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] refridgerator : 0.5976 0.6637 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] shower curtain : 0.6047 0.6698 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] toilet : 0.8937 0.9693 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] sink : 0.6526 0.7385 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] bathtub : 0.8862 0.9307 +[2025-02-27 18:08:23,133 INFO hook.py line 232 276539] otherfurniture : 0.5803 0.6619 +[2025-02-27 18:08:23,133 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:08:23,133 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7101/0.8033/0.8988. +[2025-02-27 18:08:23,134 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:08:23,175 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:08:23,176 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:08:47,372 INFO hook.py line 109 276539] Train: [78/100][50/300] Data 0.003 (0.007) Batch 0.277 (0.335) Remain 00:38:17 loss: 0.1272 Lr: 8.17691e-04 +[2025-02-27 18:09:04,547 INFO hook.py line 109 276539] Train: [78/100][100/300] Data 0.017 (0.007) Batch 0.290 (0.340) Remain 00:38:29 loss: 0.2330 Lr: 8.06383e-04 +[2025-02-27 18:09:21,855 INFO hook.py line 109 276539] Train: [78/100][150/300] Data 0.005 (0.007) Batch 0.310 (0.342) Remain 00:38:27 loss: 0.1078 Lr: 7.95141e-04 +[2025-02-27 18:09:38,987 INFO hook.py line 109 276539] Train: [78/100][200/300] Data 0.018 (0.007) Batch 0.349 (0.342) Remain 00:38:11 loss: 0.2982 Lr: 7.83967e-04 +[2025-02-27 18:09:55,798 INFO hook.py line 109 276539] Train: [78/100][250/300] Data 0.011 (0.007) Batch 0.351 (0.341) Remain 00:37:46 loss: 0.3356 Lr: 7.72859e-04 +[2025-02-27 18:10:09,117 INFO hook.py line 109 276539] Train: [78/100][300/300] Data 0.002 (0.006) Batch 0.213 (0.328) Remain 00:36:06 loss: 0.2193 Lr: 7.61820e-04 +[2025-02-27 18:10:09,118 INFO misc.py line 135 276539] Train result: loss: 0.3077 +[2025-02-27 18:10:09,204 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:10:27,306 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0912 +[2025-02-27 18:10:27,354 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5506 +[2025-02-27 18:10:27,398 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2304 +[2025-02-27 18:10:27,451 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4926 +[2025-02-27 18:10:27,492 INFO hook.py line 289 276539] Test: [5/78] Loss 0.1664 +[2025-02-27 18:10:27,554 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5508 +[2025-02-27 18:10:27,608 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4086 +[2025-02-27 18:10:27,643 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1880 +[2025-02-27 18:10:27,693 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8499 +[2025-02-27 18:10:27,733 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4695 +[2025-02-27 18:10:27,786 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4285 +[2025-02-27 18:10:27,824 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9606 +[2025-02-27 18:10:27,878 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0092 +[2025-02-27 18:10:27,924 INFO hook.py line 289 276539] Test: [14/78] Loss 1.8683 +[2025-02-27 18:10:27,965 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9833 +[2025-02-27 18:10:28,017 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0734 +[2025-02-27 18:10:28,061 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4657 +[2025-02-27 18:10:28,100 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6027 +[2025-02-27 18:10:28,151 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7002 +[2025-02-27 18:10:28,186 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2277 +[2025-02-27 18:10:28,229 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2899 +[2025-02-27 18:10:28,279 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2334 +[2025-02-27 18:10:28,322 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6475 +[2025-02-27 18:10:28,364 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6692 +[2025-02-27 18:10:28,408 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7728 +[2025-02-27 18:10:28,457 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5886 +[2025-02-27 18:10:28,510 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1062 +[2025-02-27 18:10:28,548 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3075 +[2025-02-27 18:10:28,583 INFO hook.py line 289 276539] Test: [29/78] Loss 0.3011 +[2025-02-27 18:10:28,639 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4440 +[2025-02-27 18:10:28,692 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4719 +[2025-02-27 18:10:28,724 INFO hook.py line 289 276539] Test: [32/78] Loss 0.2891 +[2025-02-27 18:10:28,783 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1486 +[2025-02-27 18:10:28,820 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1858 +[2025-02-27 18:10:28,858 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3015 +[2025-02-27 18:10:28,903 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0650 +[2025-02-27 18:10:28,938 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6907 +[2025-02-27 18:10:28,974 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2646 +[2025-02-27 18:10:29,033 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1860 +[2025-02-27 18:10:29,080 INFO hook.py line 289 276539] Test: [40/78] Loss 1.2257 +[2025-02-27 18:10:29,126 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0604 +[2025-02-27 18:10:29,155 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1221 +[2025-02-27 18:10:29,197 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1101 +[2025-02-27 18:10:29,257 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4658 +[2025-02-27 18:10:29,297 INFO hook.py line 289 276539] Test: [45/78] Loss 0.3472 +[2025-02-27 18:10:29,345 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8954 +[2025-02-27 18:10:29,395 INFO hook.py line 289 276539] Test: [47/78] Loss 1.5566 +[2025-02-27 18:10:29,426 INFO hook.py line 289 276539] Test: [48/78] Loss 0.5559 +[2025-02-27 18:10:29,457 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8787 +[2025-02-27 18:10:29,486 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8558 +[2025-02-27 18:10:29,513 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0368 +[2025-02-27 18:10:29,544 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6574 +[2025-02-27 18:10:29,568 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2447 +[2025-02-27 18:10:29,601 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8937 +[2025-02-27 18:10:29,636 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0344 +[2025-02-27 18:10:29,674 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1619 +[2025-02-27 18:10:29,705 INFO hook.py line 289 276539] Test: [57/78] Loss 0.4844 +[2025-02-27 18:10:29,729 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3957 +[2025-02-27 18:10:29,766 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7746 +[2025-02-27 18:10:29,797 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6970 +[2025-02-27 18:10:29,820 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5624 +[2025-02-27 18:10:29,851 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5788 +[2025-02-27 18:10:29,885 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6199 +[2025-02-27 18:10:29,937 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1864 +[2025-02-27 18:10:29,967 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7100 +[2025-02-27 18:10:30,005 INFO hook.py line 289 276539] Test: [66/78] Loss 0.4981 +[2025-02-27 18:10:30,049 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2314 +[2025-02-27 18:10:30,079 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7388 +[2025-02-27 18:10:30,106 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3710 +[2025-02-27 18:10:30,159 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9844 +[2025-02-27 18:10:30,199 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5859 +[2025-02-27 18:10:30,248 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1835 +[2025-02-27 18:10:30,296 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2882 +[2025-02-27 18:10:30,336 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7068 +[2025-02-27 18:10:30,385 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5037 +[2025-02-27 18:10:30,412 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9075 +[2025-02-27 18:10:30,467 INFO hook.py line 289 276539] Test: [77/78] Loss 0.5953 +[2025-02-27 18:10:30,491 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5452 +[2025-02-27 18:10:31,788 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:10:31,788 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:10:31,788 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:10:31,788 INFO hook.py line 232 276539] wall : 0.8436 0.9347 +[2025-02-27 18:10:31,788 INFO hook.py line 232 276539] floor : 0.9586 0.9850 +[2025-02-27 18:10:31,788 INFO hook.py line 232 276539] cabinet : 0.6516 0.7775 +[2025-02-27 18:10:31,788 INFO hook.py line 232 276539] bed : 0.8201 0.8842 +[2025-02-27 18:10:31,788 INFO hook.py line 232 276539] chair : 0.8975 0.9512 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] sofa : 0.8308 0.8963 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] table : 0.7130 0.8216 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] door : 0.6451 0.7840 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] window : 0.6078 0.7407 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] bookshelf : 0.7991 0.8854 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] picture : 0.3224 0.5206 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] counter : 0.6570 0.7996 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] desk : 0.6332 0.7958 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] curtain : 0.7213 0.8154 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] refridgerator : 0.5879 0.7092 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] shower curtain : 0.6790 0.8108 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] toilet : 0.9161 0.9713 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] sink : 0.6628 0.7657 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] bathtub : 0.8559 0.9364 +[2025-02-27 18:10:31,789 INFO hook.py line 232 276539] otherfurniture : 0.5427 0.6023 +[2025-02-27 18:10:31,789 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:10:31,789 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7173/0.8194/0.8984. +[2025-02-27 18:10:31,789 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:10:31,791 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:10:31,791 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:10:54,129 INFO hook.py line 109 276539] Train: [79/100][50/300] Data 0.002 (0.008) Batch 0.271 (0.330) Remain 00:36:01 loss: 0.1875 Lr: 7.50848e-04 +[2025-02-27 18:11:08,933 INFO hook.py line 109 276539] Train: [79/100][100/300] Data 0.002 (0.006) Batch 0.262 (0.313) Remain 00:33:51 loss: 0.2886 Lr: 7.39945e-04 +[2025-02-27 18:11:23,296 INFO hook.py line 109 276539] Train: [79/100][150/300] Data 0.005 (0.006) Batch 0.242 (0.304) Remain 00:32:40 loss: 0.2496 Lr: 7.29110e-04 +[2025-02-27 18:11:36,934 INFO hook.py line 109 276539] Train: [79/100][200/300] Data 0.003 (0.005) Batch 0.258 (0.296) Remain 00:31:34 loss: 0.1984 Lr: 7.18344e-04 +[2025-02-27 18:11:52,700 INFO hook.py line 109 276539] Train: [79/100][250/300] Data 0.007 (0.005) Batch 0.334 (0.300) Remain 00:31:44 loss: 0.2052 Lr: 7.07648e-04 +[2025-02-27 18:12:06,171 INFO hook.py line 109 276539] Train: [79/100][300/300] Data 0.002 (0.005) Batch 0.205 (0.295) Remain 00:30:57 loss: 0.2744 Lr: 6.97021e-04 +[2025-02-27 18:12:06,172 INFO misc.py line 135 276539] Train result: loss: 0.3026 +[2025-02-27 18:12:06,293 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:12:26,762 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0936 +[2025-02-27 18:12:26,821 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5704 +[2025-02-27 18:12:26,877 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2924 +[2025-02-27 18:12:26,930 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5250 +[2025-02-27 18:12:26,972 INFO hook.py line 289 276539] Test: [5/78] Loss 0.1589 +[2025-02-27 18:12:27,032 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4203 +[2025-02-27 18:12:27,090 INFO hook.py line 289 276539] Test: [7/78] Loss 0.5127 +[2025-02-27 18:12:27,127 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1927 +[2025-02-27 18:12:27,181 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7154 +[2025-02-27 18:12:27,225 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4273 +[2025-02-27 18:12:27,283 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3131 +[2025-02-27 18:12:27,329 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0773 +[2025-02-27 18:12:27,376 INFO hook.py line 289 276539] Test: [13/78] Loss 1.3933 +[2025-02-27 18:12:27,425 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1847 +[2025-02-27 18:12:27,467 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1391 +[2025-02-27 18:12:27,520 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0687 +[2025-02-27 18:12:27,565 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5805 +[2025-02-27 18:12:27,608 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5284 +[2025-02-27 18:12:27,660 INFO hook.py line 289 276539] Test: [19/78] Loss 0.6726 +[2025-02-27 18:12:27,698 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2291 +[2025-02-27 18:12:27,751 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2577 +[2025-02-27 18:12:27,801 INFO hook.py line 289 276539] Test: [22/78] Loss 1.0841 +[2025-02-27 18:12:27,845 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7410 +[2025-02-27 18:12:27,891 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6672 +[2025-02-27 18:12:27,934 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8684 +[2025-02-27 18:12:27,977 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4330 +[2025-02-27 18:12:28,027 INFO hook.py line 289 276539] Test: [27/78] Loss 0.8674 +[2025-02-27 18:12:28,061 INFO hook.py line 289 276539] Test: [28/78] Loss 0.4009 +[2025-02-27 18:12:28,099 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2574 +[2025-02-27 18:12:28,161 INFO hook.py line 289 276539] Test: [30/78] Loss 0.5478 +[2025-02-27 18:12:28,218 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4510 +[2025-02-27 18:12:28,265 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3960 +[2025-02-27 18:12:28,316 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1554 +[2025-02-27 18:12:28,354 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9903 +[2025-02-27 18:12:28,393 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2869 +[2025-02-27 18:12:28,440 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9426 +[2025-02-27 18:12:28,486 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7478 +[2025-02-27 18:12:28,514 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2101 +[2025-02-27 18:12:28,581 INFO hook.py line 289 276539] Test: [39/78] Loss 0.6933 +[2025-02-27 18:12:28,631 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4231 +[2025-02-27 18:12:28,680 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1027 +[2025-02-27 18:12:28,715 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1320 +[2025-02-27 18:12:28,756 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1173 +[2025-02-27 18:12:28,819 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4840 +[2025-02-27 18:12:28,862 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6021 +[2025-02-27 18:12:28,919 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7383 +[2025-02-27 18:12:28,956 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8268 +[2025-02-27 18:12:28,988 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4717 +[2025-02-27 18:12:29,020 INFO hook.py line 289 276539] Test: [49/78] Loss 1.0351 +[2025-02-27 18:12:29,051 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8704 +[2025-02-27 18:12:29,079 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9612 +[2025-02-27 18:12:29,112 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7905 +[2025-02-27 18:12:29,140 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2299 +[2025-02-27 18:12:29,177 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8890 +[2025-02-27 18:12:29,214 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0358 +[2025-02-27 18:12:29,253 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1706 +[2025-02-27 18:12:29,285 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6007 +[2025-02-27 18:12:29,312 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4789 +[2025-02-27 18:12:29,349 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6946 +[2025-02-27 18:12:29,381 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6186 +[2025-02-27 18:12:29,408 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5881 +[2025-02-27 18:12:29,448 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4552 +[2025-02-27 18:12:29,483 INFO hook.py line 289 276539] Test: [63/78] Loss 0.4891 +[2025-02-27 18:12:29,538 INFO hook.py line 289 276539] Test: [64/78] Loss 1.1281 +[2025-02-27 18:12:29,569 INFO hook.py line 289 276539] Test: [65/78] Loss 1.0091 +[2025-02-27 18:12:29,607 INFO hook.py line 289 276539] Test: [66/78] Loss 0.5647 +[2025-02-27 18:12:29,645 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3656 +[2025-02-27 18:12:29,677 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7854 +[2025-02-27 18:12:29,709 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4280 +[2025-02-27 18:12:29,765 INFO hook.py line 289 276539] Test: [70/78] Loss 0.4015 +[2025-02-27 18:12:29,806 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6326 +[2025-02-27 18:12:29,858 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2218 +[2025-02-27 18:12:29,906 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2508 +[2025-02-27 18:12:29,946 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6088 +[2025-02-27 18:12:29,995 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4861 +[2025-02-27 18:12:30,023 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8235 +[2025-02-27 18:12:30,078 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4116 +[2025-02-27 18:12:30,107 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5708 +[2025-02-27 18:12:31,690 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:12:31,690 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:12:31,690 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] wall : 0.8487 0.9398 +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] floor : 0.9615 0.9837 +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] cabinet : 0.6205 0.7378 +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] bed : 0.8196 0.8943 +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] chair : 0.9031 0.9578 +[2025-02-27 18:12:31,690 INFO hook.py line 232 276539] sofa : 0.8357 0.8913 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] table : 0.7193 0.8148 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] door : 0.6551 0.7756 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] window : 0.6142 0.7295 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] bookshelf : 0.7815 0.8810 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] picture : 0.3295 0.3775 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] counter : 0.6036 0.7500 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] desk : 0.6365 0.8099 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] curtain : 0.7377 0.8319 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] refridgerator : 0.5868 0.6588 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] shower curtain : 0.6721 0.7416 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] toilet : 0.9141 0.9594 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] sink : 0.6441 0.7721 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] bathtub : 0.8930 0.9259 +[2025-02-27 18:12:31,691 INFO hook.py line 232 276539] otherfurniture : 0.5672 0.6998 +[2025-02-27 18:12:31,691 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:12:31,691 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7172/0.8066/0.9005. +[2025-02-27 18:12:31,691 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:12:31,709 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:12:31,710 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:12:57,607 INFO hook.py line 109 276539] Train: [80/100][50/300] Data 0.003 (0.006) Batch 0.345 (0.355) Remain 00:36:59 loss: 0.3462 Lr: 6.86464e-04 +[2025-02-27 18:13:15,276 INFO hook.py line 109 276539] Train: [80/100][100/300] Data 0.010 (0.006) Batch 0.369 (0.354) Remain 00:36:36 loss: 0.2679 Lr: 6.75978e-04 +[2025-02-27 18:13:32,658 INFO hook.py line 109 276539] Train: [80/100][150/300] Data 0.014 (0.006) Batch 0.309 (0.352) Remain 00:36:04 loss: 0.4299 Lr: 6.65562e-04 +[2025-02-27 18:13:50,055 INFO hook.py line 109 276539] Train: [80/100][200/300] Data 0.003 (0.006) Batch 0.295 (0.351) Remain 00:35:40 loss: 0.4493 Lr: 6.55217e-04 +[2025-02-27 18:14:07,884 INFO hook.py line 109 276539] Train: [80/100][250/300] Data 0.012 (0.007) Batch 0.346 (0.352) Remain 00:35:30 loss: 0.2521 Lr: 6.44943e-04 +[2025-02-27 18:14:21,580 INFO hook.py line 109 276539] Train: [80/100][300/300] Data 0.002 (0.006) Batch 0.212 (0.339) Remain 00:33:53 loss: 0.2868 Lr: 6.34741e-04 +[2025-02-27 18:14:21,580 INFO misc.py line 135 276539] Train result: loss: 0.3128 +[2025-02-27 18:14:21,667 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:14:41,798 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0970 +[2025-02-27 18:14:41,840 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5766 +[2025-02-27 18:14:41,879 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2193 +[2025-02-27 18:14:41,933 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5184 +[2025-02-27 18:14:41,965 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3024 +[2025-02-27 18:14:42,021 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6554 +[2025-02-27 18:14:42,081 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3645 +[2025-02-27 18:14:42,121 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1880 +[2025-02-27 18:14:42,172 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7952 +[2025-02-27 18:14:42,209 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6639 +[2025-02-27 18:14:42,266 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4986 +[2025-02-27 18:14:42,329 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0075 +[2025-02-27 18:14:42,388 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2577 +[2025-02-27 18:14:42,444 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1484 +[2025-02-27 18:14:42,489 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1134 +[2025-02-27 18:14:42,534 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0699 +[2025-02-27 18:14:42,578 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4908 +[2025-02-27 18:14:42,628 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5977 +[2025-02-27 18:14:42,673 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9099 +[2025-02-27 18:14:42,719 INFO hook.py line 289 276539] Test: [20/78] Loss 1.1576 +[2025-02-27 18:14:42,767 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2521 +[2025-02-27 18:14:42,815 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2956 +[2025-02-27 18:14:42,860 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7415 +[2025-02-27 18:14:42,921 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6630 +[2025-02-27 18:14:42,966 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7450 +[2025-02-27 18:14:43,010 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4578 +[2025-02-27 18:14:43,061 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9263 +[2025-02-27 18:14:43,105 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3010 +[2025-02-27 18:14:43,141 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2521 +[2025-02-27 18:14:43,200 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3571 +[2025-02-27 18:14:43,265 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4920 +[2025-02-27 18:14:43,316 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3898 +[2025-02-27 18:14:43,378 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1590 +[2025-02-27 18:14:43,420 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9877 +[2025-02-27 18:14:43,459 INFO hook.py line 289 276539] Test: [35/78] Loss 0.4171 +[2025-02-27 18:14:43,515 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9149 +[2025-02-27 18:14:43,562 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6992 +[2025-02-27 18:14:43,600 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2148 +[2025-02-27 18:14:43,659 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1885 +[2025-02-27 18:14:43,705 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3682 +[2025-02-27 18:14:43,750 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0131 +[2025-02-27 18:14:43,785 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1574 +[2025-02-27 18:14:43,830 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1235 +[2025-02-27 18:14:43,884 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5884 +[2025-02-27 18:14:43,939 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6526 +[2025-02-27 18:14:43,998 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7001 +[2025-02-27 18:14:44,041 INFO hook.py line 289 276539] Test: [47/78] Loss 1.6629 +[2025-02-27 18:14:44,075 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4163 +[2025-02-27 18:14:44,108 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1463 +[2025-02-27 18:14:44,146 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9743 +[2025-02-27 18:14:44,174 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7613 +[2025-02-27 18:14:44,206 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8157 +[2025-02-27 18:14:44,234 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2523 +[2025-02-27 18:14:44,267 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0351 +[2025-02-27 18:14:44,302 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0379 +[2025-02-27 18:14:44,342 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1811 +[2025-02-27 18:14:44,373 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7615 +[2025-02-27 18:14:44,399 INFO hook.py line 289 276539] Test: [58/78] Loss 0.5285 +[2025-02-27 18:14:44,436 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6759 +[2025-02-27 18:14:44,471 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8132 +[2025-02-27 18:14:44,498 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4935 +[2025-02-27 18:14:44,531 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4404 +[2025-02-27 18:14:44,566 INFO hook.py line 289 276539] Test: [63/78] Loss 0.9615 +[2025-02-27 18:14:44,619 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0107 +[2025-02-27 18:14:44,646 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6997 +[2025-02-27 18:14:44,686 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6300 +[2025-02-27 18:14:44,724 INFO hook.py line 289 276539] Test: [67/78] Loss 0.6652 +[2025-02-27 18:14:44,757 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9069 +[2025-02-27 18:14:44,786 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3926 +[2025-02-27 18:14:44,843 INFO hook.py line 289 276539] Test: [70/78] Loss 0.4507 +[2025-02-27 18:14:44,885 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6086 +[2025-02-27 18:14:44,934 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2017 +[2025-02-27 18:14:44,981 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2683 +[2025-02-27 18:14:45,023 INFO hook.py line 289 276539] Test: [74/78] Loss 1.5511 +[2025-02-27 18:14:45,071 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5693 +[2025-02-27 18:14:45,099 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7292 +[2025-02-27 18:14:45,155 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4806 +[2025-02-27 18:14:45,181 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5611 +[2025-02-27 18:14:46,659 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:14:46,659 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:14:46,659 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:14:46,659 INFO hook.py line 232 276539] wall : 0.8423 0.9446 +[2025-02-27 18:14:46,659 INFO hook.py line 232 276539] floor : 0.9606 0.9852 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] cabinet : 0.6315 0.8124 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] bed : 0.8067 0.8692 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] chair : 0.9005 0.9542 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] sofa : 0.8311 0.8858 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] table : 0.7283 0.8151 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] door : 0.6462 0.7352 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] window : 0.6006 0.7111 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] bookshelf : 0.7577 0.9023 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] picture : 0.3258 0.3875 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] counter : 0.6165 0.7093 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] desk : 0.6386 0.8038 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] curtain : 0.7022 0.7831 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] refridgerator : 0.6014 0.6844 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] shower curtain : 0.6537 0.7298 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] toilet : 0.9171 0.9529 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] sink : 0.6496 0.7485 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] bathtub : 0.8870 0.9261 +[2025-02-27 18:14:46,660 INFO hook.py line 232 276539] otherfurniture : 0.5430 0.6171 +[2025-02-27 18:14:46,660 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:14:46,660 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7120/0.7979/0.8979. +[2025-02-27 18:14:46,661 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:14:46,675 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:14:46,675 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:15:11,525 INFO hook.py line 109 276539] Train: [81/100][50/300] Data 0.005 (0.007) Batch 0.338 (0.348) Remain 00:34:30 loss: 0.3584 Lr: 6.24611e-04 +[2025-02-27 18:15:26,917 INFO hook.py line 109 276539] Train: [81/100][100/300] Data 0.005 (0.006) Batch 0.288 (0.327) Remain 00:32:11 loss: 0.4010 Lr: 6.14552e-04 +[2025-02-27 18:15:42,471 INFO hook.py line 109 276539] Train: [81/100][150/300] Data 0.004 (0.005) Batch 0.293 (0.322) Remain 00:31:22 loss: 0.3501 Lr: 6.04567e-04 +[2025-02-27 18:15:57,678 INFO hook.py line 109 276539] Train: [81/100][200/300] Data 0.010 (0.005) Batch 0.266 (0.317) Remain 00:30:40 loss: 0.5070 Lr: 5.94654e-04 +[2025-02-27 18:16:12,764 INFO hook.py line 109 276539] Train: [81/100][250/300] Data 0.005 (0.005) Batch 0.222 (0.314) Remain 00:30:06 loss: 0.1593 Lr: 5.84814e-04 +[2025-02-27 18:16:23,965 INFO hook.py line 109 276539] Train: [81/100][300/300] Data 0.001 (0.005) Batch 0.186 (0.299) Remain 00:28:24 loss: 0.3976 Lr: 5.75048e-04 +[2025-02-27 18:16:23,966 INFO misc.py line 135 276539] Train result: loss: 0.2890 +[2025-02-27 18:16:24,049 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:16:40,819 INFO hook.py line 289 276539] Test: [1/78] Loss 0.1003 +[2025-02-27 18:16:41,422 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5174 +[2025-02-27 18:16:41,465 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2781 +[2025-02-27 18:16:41,515 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4927 +[2025-02-27 18:16:41,564 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3784 +[2025-02-27 18:16:41,620 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4806 +[2025-02-27 18:16:41,712 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3953 +[2025-02-27 18:16:41,759 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2256 +[2025-02-27 18:16:42,518 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8037 +[2025-02-27 18:16:42,562 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5518 +[2025-02-27 18:16:42,614 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4340 +[2025-02-27 18:16:42,647 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9141 +[2025-02-27 18:16:42,699 INFO hook.py line 289 276539] Test: [13/78] Loss 1.2977 +[2025-02-27 18:16:42,741 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2959 +[2025-02-27 18:16:43,012 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9584 +[2025-02-27 18:16:43,059 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0609 +[2025-02-27 18:16:43,100 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5220 +[2025-02-27 18:16:43,134 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5366 +[2025-02-27 18:16:43,175 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7716 +[2025-02-27 18:16:43,222 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2375 +[2025-02-27 18:16:43,267 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2449 +[2025-02-27 18:16:43,308 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4884 +[2025-02-27 18:16:43,347 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6857 +[2025-02-27 18:16:43,394 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6441 +[2025-02-27 18:16:43,441 INFO hook.py line 289 276539] Test: [25/78] Loss 0.7873 +[2025-02-27 18:16:43,492 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4956 +[2025-02-27 18:16:43,541 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1269 +[2025-02-27 18:16:43,587 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3834 +[2025-02-27 18:16:43,630 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2377 +[2025-02-27 18:16:43,683 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3700 +[2025-02-27 18:16:43,740 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5051 +[2025-02-27 18:16:43,783 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3245 +[2025-02-27 18:16:43,835 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1835 +[2025-02-27 18:16:43,885 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1509 +[2025-02-27 18:16:43,927 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3909 +[2025-02-27 18:16:43,980 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0361 +[2025-02-27 18:16:44,017 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8527 +[2025-02-27 18:16:44,050 INFO hook.py line 289 276539] Test: [38/78] Loss 0.1947 +[2025-02-27 18:16:44,109 INFO hook.py line 289 276539] Test: [39/78] Loss 0.9985 +[2025-02-27 18:16:44,152 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4653 +[2025-02-27 18:16:44,196 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0380 +[2025-02-27 18:16:44,236 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1058 +[2025-02-27 18:16:44,279 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1272 +[2025-02-27 18:16:44,333 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5329 +[2025-02-27 18:16:44,364 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6228 +[2025-02-27 18:16:44,418 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7067 +[2025-02-27 18:16:44,457 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1193 +[2025-02-27 18:16:44,488 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4476 +[2025-02-27 18:16:44,519 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8406 +[2025-02-27 18:16:44,550 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0589 +[2025-02-27 18:16:44,579 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0652 +[2025-02-27 18:16:44,611 INFO hook.py line 289 276539] Test: [52/78] Loss 0.8530 +[2025-02-27 18:16:44,637 INFO hook.py line 289 276539] Test: [53/78] Loss 0.4596 +[2025-02-27 18:16:44,670 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8226 +[2025-02-27 18:16:44,707 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0344 +[2025-02-27 18:16:44,746 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1483 +[2025-02-27 18:16:44,778 INFO hook.py line 289 276539] Test: [57/78] Loss 0.8706 +[2025-02-27 18:16:44,804 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4647 +[2025-02-27 18:16:44,841 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7965 +[2025-02-27 18:16:44,879 INFO hook.py line 289 276539] Test: [60/78] Loss 0.5772 +[2025-02-27 18:16:44,904 INFO hook.py line 289 276539] Test: [61/78] Loss 0.6222 +[2025-02-27 18:16:44,936 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4918 +[2025-02-27 18:16:44,972 INFO hook.py line 289 276539] Test: [63/78] Loss 1.0048 +[2025-02-27 18:16:45,026 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9700 +[2025-02-27 18:16:45,053 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7711 +[2025-02-27 18:16:45,093 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6889 +[2025-02-27 18:16:45,130 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3237 +[2025-02-27 18:16:45,162 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0639 +[2025-02-27 18:16:45,190 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4506 +[2025-02-27 18:16:45,244 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8247 +[2025-02-27 18:16:45,285 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7702 +[2025-02-27 18:16:45,335 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2158 +[2025-02-27 18:16:45,383 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3353 +[2025-02-27 18:16:45,424 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8142 +[2025-02-27 18:16:45,472 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5753 +[2025-02-27 18:16:45,501 INFO hook.py line 289 276539] Test: [76/78] Loss 1.0068 +[2025-02-27 18:16:45,555 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3592 +[2025-02-27 18:16:45,580 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5281 +[2025-02-27 18:16:46,884 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:16:46,884 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:16:46,884 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:16:46,884 INFO hook.py line 232 276539] wall : 0.8454 0.9488 +[2025-02-27 18:16:46,884 INFO hook.py line 232 276539] floor : 0.9593 0.9866 +[2025-02-27 18:16:46,884 INFO hook.py line 232 276539] cabinet : 0.6339 0.7773 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] bed : 0.7997 0.8682 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] chair : 0.9058 0.9471 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] sofa : 0.8336 0.9042 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] table : 0.7113 0.8011 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] door : 0.6450 0.7205 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] window : 0.6094 0.7182 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] bookshelf : 0.7495 0.9074 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] picture : 0.3411 0.4374 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] counter : 0.5986 0.7200 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] desk : 0.6404 0.8122 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] curtain : 0.7322 0.8284 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] refridgerator : 0.5505 0.6257 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] shower curtain : 0.6621 0.7324 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] toilet : 0.9305 0.9621 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] sink : 0.6533 0.7796 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] bathtub : 0.8900 0.9191 +[2025-02-27 18:16:46,885 INFO hook.py line 232 276539] otherfurniture : 0.5579 0.6317 +[2025-02-27 18:16:46,885 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:16:46,885 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7125/0.8014/0.8988. +[2025-02-27 18:16:46,886 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:16:46,902 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:16:46,903 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:17:12,602 INFO hook.py line 109 276539] Train: [82/100][50/300] Data 0.007 (0.007) Batch 0.357 (0.355) Remain 00:33:25 loss: 0.2524 Lr: 5.65355e-04 +[2025-02-27 18:17:30,144 INFO hook.py line 109 276539] Train: [82/100][100/300] Data 0.004 (0.006) Batch 0.389 (0.353) Remain 00:32:56 loss: 0.5010 Lr: 5.55736e-04 +[2025-02-27 18:17:48,254 INFO hook.py line 109 276539] Train: [82/100][150/300] Data 0.010 (0.007) Batch 0.361 (0.356) Remain 00:32:56 loss: 0.4364 Lr: 5.46191e-04 +[2025-02-27 18:18:05,743 INFO hook.py line 109 276539] Train: [82/100][200/300] Data 0.003 (0.007) Batch 0.343 (0.354) Remain 00:32:29 loss: 0.2797 Lr: 5.36721e-04 +[2025-02-27 18:18:23,379 INFO hook.py line 109 276539] Train: [82/100][250/300] Data 0.008 (0.007) Batch 0.369 (0.354) Remain 00:32:09 loss: 0.3279 Lr: 5.27326e-04 +[2025-02-27 18:18:37,269 INFO hook.py line 109 276539] Train: [82/100][300/300] Data 0.003 (0.006) Batch 0.213 (0.341) Remain 00:30:42 loss: 0.2056 Lr: 5.18006e-04 +[2025-02-27 18:18:37,270 INFO misc.py line 135 276539] Train result: loss: 0.2879 +[2025-02-27 18:18:37,361 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:18:56,250 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0972 +[2025-02-27 18:18:56,723 INFO hook.py line 289 276539] Test: [2/78] Loss 0.6157 +[2025-02-27 18:18:56,765 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2471 +[2025-02-27 18:18:56,821 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4901 +[2025-02-27 18:18:56,876 INFO hook.py line 289 276539] Test: [5/78] Loss 0.2750 +[2025-02-27 18:18:56,946 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5097 +[2025-02-27 18:18:57,065 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4004 +[2025-02-27 18:18:57,112 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1850 +[2025-02-27 18:18:57,294 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8816 +[2025-02-27 18:18:57,353 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5712 +[2025-02-27 18:18:57,411 INFO hook.py line 289 276539] Test: [11/78] Loss 0.5899 +[2025-02-27 18:18:57,461 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9488 +[2025-02-27 18:18:57,904 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4369 +[2025-02-27 18:18:57,947 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1536 +[2025-02-27 18:18:57,984 INFO hook.py line 289 276539] Test: [15/78] Loss 1.1283 +[2025-02-27 18:18:58,031 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0590 +[2025-02-27 18:18:58,072 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5499 +[2025-02-27 18:18:58,116 INFO hook.py line 289 276539] Test: [18/78] Loss 0.5350 +[2025-02-27 18:18:58,158 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8521 +[2025-02-27 18:18:58,199 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3419 +[2025-02-27 18:18:58,238 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2236 +[2025-02-27 18:18:58,275 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2375 +[2025-02-27 18:18:58,316 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6230 +[2025-02-27 18:18:58,361 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7222 +[2025-02-27 18:18:58,400 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9675 +[2025-02-27 18:18:58,441 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5243 +[2025-02-27 18:18:58,491 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9781 +[2025-02-27 18:18:58,525 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2641 +[2025-02-27 18:18:58,557 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2328 +[2025-02-27 18:18:58,610 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4080 +[2025-02-27 18:18:58,665 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5450 +[2025-02-27 18:18:58,704 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3583 +[2025-02-27 18:18:58,763 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1902 +[2025-02-27 18:18:58,801 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0012 +[2025-02-27 18:18:58,838 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2544 +[2025-02-27 18:18:58,884 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9329 +[2025-02-27 18:18:58,942 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7190 +[2025-02-27 18:18:58,983 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2144 +[2025-02-27 18:18:59,046 INFO hook.py line 289 276539] Test: [39/78] Loss 0.7676 +[2025-02-27 18:18:59,089 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3832 +[2025-02-27 18:18:59,134 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1663 +[2025-02-27 18:18:59,164 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1602 +[2025-02-27 18:18:59,199 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1194 +[2025-02-27 18:18:59,252 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4954 +[2025-02-27 18:18:59,286 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5731 +[2025-02-27 18:18:59,342 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7403 +[2025-02-27 18:18:59,389 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7171 +[2025-02-27 18:18:59,420 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4071 +[2025-02-27 18:18:59,452 INFO hook.py line 289 276539] Test: [49/78] Loss 1.1271 +[2025-02-27 18:18:59,483 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0450 +[2025-02-27 18:18:59,511 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8778 +[2025-02-27 18:18:59,544 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7006 +[2025-02-27 18:18:59,570 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2804 +[2025-02-27 18:18:59,604 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9456 +[2025-02-27 18:18:59,640 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0382 +[2025-02-27 18:18:59,678 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1736 +[2025-02-27 18:18:59,710 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5882 +[2025-02-27 18:18:59,738 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3550 +[2025-02-27 18:18:59,775 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6340 +[2025-02-27 18:18:59,808 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6532 +[2025-02-27 18:18:59,833 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4826 +[2025-02-27 18:18:59,866 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5419 +[2025-02-27 18:18:59,901 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6787 +[2025-02-27 18:18:59,954 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0065 +[2025-02-27 18:18:59,981 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7169 +[2025-02-27 18:19:00,021 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6571 +[2025-02-27 18:19:00,058 INFO hook.py line 289 276539] Test: [67/78] Loss 0.5031 +[2025-02-27 18:19:00,093 INFO hook.py line 289 276539] Test: [68/78] Loss 1.0315 +[2025-02-27 18:19:00,122 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3932 +[2025-02-27 18:19:00,177 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7779 +[2025-02-27 18:19:00,218 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5738 +[2025-02-27 18:19:00,268 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1989 +[2025-02-27 18:19:00,317 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2543 +[2025-02-27 18:19:00,356 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6286 +[2025-02-27 18:19:00,404 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5686 +[2025-02-27 18:19:00,432 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9158 +[2025-02-27 18:19:00,490 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4658 +[2025-02-27 18:19:00,517 INFO hook.py line 289 276539] Test: [78/78] Loss 0.7002 +[2025-02-27 18:19:02,280 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:19:02,281 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:19:02,281 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] wall : 0.8469 0.9506 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] floor : 0.9597 0.9848 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] cabinet : 0.6491 0.7948 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] bed : 0.7854 0.8808 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] chair : 0.9001 0.9500 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] sofa : 0.8234 0.9152 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] table : 0.7261 0.7899 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] door : 0.6725 0.7832 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] window : 0.5850 0.6685 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] bookshelf : 0.7854 0.8962 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] picture : 0.3528 0.4291 +[2025-02-27 18:19:02,281 INFO hook.py line 232 276539] counter : 0.5976 0.6994 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] desk : 0.6578 0.8185 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] curtain : 0.7192 0.8429 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] refridgerator : 0.5507 0.6369 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] shower curtain : 0.6556 0.7156 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] toilet : 0.9178 0.9542 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] sink : 0.6530 0.7450 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] bathtub : 0.8898 0.9303 +[2025-02-27 18:19:02,282 INFO hook.py line 232 276539] otherfurniture : 0.5703 0.6367 +[2025-02-27 18:19:02,282 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:19:02,282 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7149/0.8011/0.9009. +[2025-02-27 18:19:02,282 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:19:02,317 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:19:02,318 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:19:27,366 INFO hook.py line 109 276539] Train: [83/100][50/300] Data 0.009 (0.006) Batch 0.298 (0.358) Remain 00:31:53 loss: 0.1931 Lr: 5.08761e-04 +[2025-02-27 18:19:45,359 INFO hook.py line 109 276539] Train: [83/100][100/300] Data 0.009 (0.007) Batch 0.420 (0.359) Remain 00:31:41 loss: 0.1781 Lr: 4.99593e-04 +[2025-02-27 18:20:03,303 INFO hook.py line 109 276539] Train: [83/100][150/300] Data 0.004 (0.007) Batch 0.348 (0.359) Remain 00:31:23 loss: 0.5333 Lr: 4.90500e-04 +[2025-02-27 18:20:18,595 INFO hook.py line 109 276539] Train: [83/100][200/300] Data 0.003 (0.006) Batch 0.317 (0.345) Remain 00:29:56 loss: 0.2252 Lr: 4.81483e-04 +[2025-02-27 18:20:33,950 INFO hook.py line 109 276539] Train: [83/100][250/300] Data 0.006 (0.006) Batch 0.319 (0.338) Remain 00:28:58 loss: 0.2242 Lr: 4.72543e-04 +[2025-02-27 18:20:45,757 INFO hook.py line 109 276539] Train: [83/100][300/300] Data 0.002 (0.006) Batch 0.202 (0.321) Remain 00:27:14 loss: 0.4721 Lr: 4.63679e-04 +[2025-02-27 18:20:45,757 INFO misc.py line 135 276539] Train result: loss: 0.2766 +[2025-02-27 18:20:45,841 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:21:03,374 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0960 +[2025-02-27 18:21:03,415 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5363 +[2025-02-27 18:21:03,452 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2318 +[2025-02-27 18:21:03,596 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5115 +[2025-02-27 18:21:03,749 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3621 +[2025-02-27 18:21:03,811 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5503 +[2025-02-27 18:21:03,870 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3827 +[2025-02-27 18:21:03,959 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1937 +[2025-02-27 18:21:04,434 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8468 +[2025-02-27 18:21:04,484 INFO hook.py line 289 276539] Test: [10/78] Loss 0.4966 +[2025-02-27 18:21:04,528 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4458 +[2025-02-27 18:21:04,565 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0311 +[2025-02-27 18:21:04,609 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1439 +[2025-02-27 18:21:04,651 INFO hook.py line 289 276539] Test: [14/78] Loss 2.0410 +[2025-02-27 18:21:04,685 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9619 +[2025-02-27 18:21:04,727 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0707 +[2025-02-27 18:21:04,761 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4998 +[2025-02-27 18:21:04,793 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6056 +[2025-02-27 18:21:04,831 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8098 +[2025-02-27 18:21:04,863 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2750 +[2025-02-27 18:21:04,895 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2535 +[2025-02-27 18:21:04,932 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1160 +[2025-02-27 18:21:04,957 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7574 +[2025-02-27 18:21:05,002 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6768 +[2025-02-27 18:21:05,041 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0165 +[2025-02-27 18:21:05,078 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4906 +[2025-02-27 18:21:05,135 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0450 +[2025-02-27 18:21:05,169 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2689 +[2025-02-27 18:21:05,199 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2597 +[2025-02-27 18:21:05,250 INFO hook.py line 289 276539] Test: [30/78] Loss 0.2006 +[2025-02-27 18:21:05,304 INFO hook.py line 289 276539] Test: [31/78] Loss 0.3689 +[2025-02-27 18:21:05,334 INFO hook.py line 289 276539] Test: [32/78] Loss 0.2979 +[2025-02-27 18:21:05,383 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1834 +[2025-02-27 18:21:05,418 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9810 +[2025-02-27 18:21:05,453 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2620 +[2025-02-27 18:21:05,490 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8521 +[2025-02-27 18:21:05,525 INFO hook.py line 289 276539] Test: [37/78] Loss 0.5128 +[2025-02-27 18:21:05,552 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2444 +[2025-02-27 18:21:05,611 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1489 +[2025-02-27 18:21:05,653 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5082 +[2025-02-27 18:21:05,693 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0004 +[2025-02-27 18:21:05,721 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1403 +[2025-02-27 18:21:05,756 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1178 +[2025-02-27 18:21:05,808 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5177 +[2025-02-27 18:21:05,837 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5008 +[2025-02-27 18:21:05,888 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6386 +[2025-02-27 18:21:05,923 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9265 +[2025-02-27 18:21:05,953 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4106 +[2025-02-27 18:21:05,982 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9089 +[2025-02-27 18:21:06,011 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9622 +[2025-02-27 18:21:06,036 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9376 +[2025-02-27 18:21:06,066 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6168 +[2025-02-27 18:21:06,088 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2771 +[2025-02-27 18:21:06,119 INFO hook.py line 289 276539] Test: [54/78] Loss 2.1307 +[2025-02-27 18:21:06,153 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0625 +[2025-02-27 18:21:06,189 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1609 +[2025-02-27 18:21:06,219 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6873 +[2025-02-27 18:21:06,241 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3931 +[2025-02-27 18:21:06,276 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6968 +[2025-02-27 18:21:06,305 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9175 +[2025-02-27 18:21:06,326 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4894 +[2025-02-27 18:21:06,356 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5506 +[2025-02-27 18:21:06,388 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7566 +[2025-02-27 18:21:06,439 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0388 +[2025-02-27 18:21:06,463 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6914 +[2025-02-27 18:21:06,501 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6513 +[2025-02-27 18:21:06,535 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4493 +[2025-02-27 18:21:06,564 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8746 +[2025-02-27 18:21:06,590 INFO hook.py line 289 276539] Test: [69/78] Loss 0.3506 +[2025-02-27 18:21:06,642 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1342 +[2025-02-27 18:21:06,681 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6139 +[2025-02-27 18:21:06,729 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2154 +[2025-02-27 18:21:06,774 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3220 +[2025-02-27 18:21:06,811 INFO hook.py line 289 276539] Test: [74/78] Loss 2.0877 +[2025-02-27 18:21:06,857 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4834 +[2025-02-27 18:21:06,883 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8648 +[2025-02-27 18:21:06,935 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3100 +[2025-02-27 18:21:06,958 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5566 +[2025-02-27 18:21:08,121 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:21:08,122 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:21:08,122 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:21:08,122 INFO hook.py line 232 276539] wall : 0.8487 0.9460 +[2025-02-27 18:21:08,122 INFO hook.py line 232 276539] floor : 0.9608 0.9834 +[2025-02-27 18:21:08,122 INFO hook.py line 232 276539] cabinet : 0.6415 0.7949 +[2025-02-27 18:21:08,122 INFO hook.py line 232 276539] bed : 0.8080 0.8749 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] chair : 0.9035 0.9509 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] sofa : 0.8327 0.9093 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] table : 0.7232 0.8289 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] door : 0.6625 0.7753 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] window : 0.6265 0.7528 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] bookshelf : 0.7684 0.9034 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] picture : 0.3556 0.4894 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] counter : 0.5060 0.5651 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] desk : 0.6486 0.8147 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] curtain : 0.7083 0.7912 +[2025-02-27 18:21:08,123 INFO hook.py line 232 276539] refridgerator : 0.5671 0.5958 +[2025-02-27 18:21:08,124 INFO hook.py line 232 276539] shower curtain : 0.6782 0.7346 +[2025-02-27 18:21:08,124 INFO hook.py line 232 276539] toilet : 0.9169 0.9578 +[2025-02-27 18:21:08,124 INFO hook.py line 232 276539] sink : 0.6432 0.7585 +[2025-02-27 18:21:08,124 INFO hook.py line 232 276539] bathtub : 0.8892 0.9296 +[2025-02-27 18:21:08,124 INFO hook.py line 232 276539] otherfurniture : 0.5471 0.6073 +[2025-02-27 18:21:08,124 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:21:08,124 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7118/0.7982/0.9004. +[2025-02-27 18:21:08,126 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:21:08,148 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:21:08,148 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:21:28,521 INFO hook.py line 109 276539] Train: [84/100][50/300] Data 0.009 (0.004) Batch 0.298 (0.274) Remain 00:23:01 loss: 0.3667 Lr: 4.54893e-04 +[2025-02-27 18:21:46,463 INFO hook.py line 109 276539] Train: [84/100][100/300] Data 0.007 (0.006) Batch 0.289 (0.318) Remain 00:26:27 loss: 0.2970 Lr: 4.46184e-04 +[2025-02-27 18:22:03,971 INFO hook.py line 109 276539] Train: [84/100][150/300] Data 0.013 (0.006) Batch 0.306 (0.329) Remain 00:27:06 loss: 0.2241 Lr: 4.37552e-04 +[2025-02-27 18:22:21,641 INFO hook.py line 109 276539] Train: [84/100][200/300] Data 0.011 (0.006) Batch 0.443 (0.335) Remain 00:27:21 loss: 0.1350 Lr: 4.28998e-04 +[2025-02-27 18:22:39,991 INFO hook.py line 109 276539] Train: [84/100][250/300] Data 0.015 (0.006) Batch 0.411 (0.341) Remain 00:27:35 loss: 0.2007 Lr: 4.20523e-04 +[2025-02-27 18:22:53,573 INFO hook.py line 109 276539] Train: [84/100][300/300] Data 0.002 (0.006) Batch 0.225 (0.330) Remain 00:26:22 loss: 0.3197 Lr: 4.12126e-04 +[2025-02-27 18:22:53,574 INFO misc.py line 135 276539] Train result: loss: 0.2751 +[2025-02-27 18:22:53,668 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:23:14,441 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0865 +[2025-02-27 18:23:15,114 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5906 +[2025-02-27 18:23:15,150 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2165 +[2025-02-27 18:23:15,200 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5412 +[2025-02-27 18:23:15,238 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3953 +[2025-02-27 18:23:15,291 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6739 +[2025-02-27 18:23:15,340 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4495 +[2025-02-27 18:23:15,368 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1853 +[2025-02-27 18:23:15,420 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8043 +[2025-02-27 18:23:15,466 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5282 +[2025-02-27 18:23:15,516 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4621 +[2025-02-27 18:23:15,566 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0961 +[2025-02-27 18:23:15,613 INFO hook.py line 289 276539] Test: [13/78] Loss 1.4691 +[2025-02-27 18:23:15,652 INFO hook.py line 289 276539] Test: [14/78] Loss 2.4444 +[2025-02-27 18:23:15,692 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9534 +[2025-02-27 18:23:15,736 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0617 +[2025-02-27 18:23:15,774 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5100 +[2025-02-27 18:23:15,812 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6531 +[2025-02-27 18:23:15,854 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7174 +[2025-02-27 18:23:15,885 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3452 +[2025-02-27 18:23:15,921 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2750 +[2025-02-27 18:23:15,975 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1125 +[2025-02-27 18:23:16,008 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7051 +[2025-02-27 18:23:16,049 INFO hook.py line 289 276539] Test: [24/78] Loss 0.7235 +[2025-02-27 18:23:16,100 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1659 +[2025-02-27 18:23:16,149 INFO hook.py line 289 276539] Test: [26/78] Loss 0.6689 +[2025-02-27 18:23:16,202 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2027 +[2025-02-27 18:23:16,251 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3094 +[2025-02-27 18:23:16,293 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2499 +[2025-02-27 18:23:16,358 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3117 +[2025-02-27 18:23:16,417 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4424 +[2025-02-27 18:23:16,453 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4352 +[2025-02-27 18:23:16,503 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1608 +[2025-02-27 18:23:16,540 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0678 +[2025-02-27 18:23:16,582 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2499 +[2025-02-27 18:23:16,626 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9942 +[2025-02-27 18:23:16,662 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6255 +[2025-02-27 18:23:16,709 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2481 +[2025-02-27 18:23:16,770 INFO hook.py line 289 276539] Test: [39/78] Loss 1.5282 +[2025-02-27 18:23:16,815 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4527 +[2025-02-27 18:23:16,858 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1244 +[2025-02-27 18:23:16,891 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1350 +[2025-02-27 18:23:16,936 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1107 +[2025-02-27 18:23:17,016 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4442 +[2025-02-27 18:23:17,056 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5696 +[2025-02-27 18:23:17,102 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6916 +[2025-02-27 18:23:17,152 INFO hook.py line 289 276539] Test: [47/78] Loss 2.2368 +[2025-02-27 18:23:17,197 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4220 +[2025-02-27 18:23:17,236 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8021 +[2025-02-27 18:23:17,270 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0302 +[2025-02-27 18:23:17,303 INFO hook.py line 289 276539] Test: [51/78] Loss 1.2414 +[2025-02-27 18:23:17,337 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6145 +[2025-02-27 18:23:17,363 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2614 +[2025-02-27 18:23:17,397 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9431 +[2025-02-27 18:23:17,434 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0377 +[2025-02-27 18:23:17,475 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1910 +[2025-02-27 18:23:17,507 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6453 +[2025-02-27 18:23:17,533 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4078 +[2025-02-27 18:23:17,571 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7556 +[2025-02-27 18:23:17,604 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7422 +[2025-02-27 18:23:17,627 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5488 +[2025-02-27 18:23:17,660 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5943 +[2025-02-27 18:23:17,696 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7203 +[2025-02-27 18:23:17,754 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9377 +[2025-02-27 18:23:17,781 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7800 +[2025-02-27 18:23:17,820 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6870 +[2025-02-27 18:23:17,863 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3572 +[2025-02-27 18:23:17,896 INFO hook.py line 289 276539] Test: [68/78] Loss 0.9523 +[2025-02-27 18:23:17,925 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4092 +[2025-02-27 18:23:17,981 INFO hook.py line 289 276539] Test: [70/78] Loss 1.0987 +[2025-02-27 18:23:18,024 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6510 +[2025-02-27 18:23:18,074 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2603 +[2025-02-27 18:23:18,122 INFO hook.py line 289 276539] Test: [73/78] Loss 0.4122 +[2025-02-27 18:23:18,164 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8267 +[2025-02-27 18:23:18,212 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4729 +[2025-02-27 18:23:18,241 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8315 +[2025-02-27 18:23:18,298 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2731 +[2025-02-27 18:23:18,326 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5675 +[2025-02-27 18:23:19,779 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:23:19,780 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:23:19,780 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] wall : 0.8464 0.9501 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] floor : 0.9615 0.9835 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] cabinet : 0.6369 0.7714 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] bed : 0.8131 0.8773 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] chair : 0.9031 0.9463 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] sofa : 0.8327 0.9198 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] table : 0.7249 0.8276 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] door : 0.6512 0.7537 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] window : 0.6037 0.7435 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] bookshelf : 0.7821 0.8939 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] picture : 0.3408 0.4329 +[2025-02-27 18:23:19,780 INFO hook.py line 232 276539] counter : 0.5821 0.6819 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] desk : 0.6397 0.7822 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] curtain : 0.7335 0.8022 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] refridgerator : 0.6017 0.6441 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] shower curtain : 0.7078 0.7752 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] toilet : 0.9038 0.9561 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] sink : 0.6569 0.7451 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] bathtub : 0.8811 0.9281 +[2025-02-27 18:23:19,781 INFO hook.py line 232 276539] otherfurniture : 0.5632 0.6349 +[2025-02-27 18:23:19,781 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:23:19,781 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7183/0.8025/0.9006. +[2025-02-27 18:23:19,782 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:23:19,798 INFO misc.py line 164 276539] Currently Best mIoU: 0.7190 +[2025-02-27 18:23:19,798 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:23:46,085 INFO hook.py line 109 276539] Train: [85/100][50/300] Data 0.007 (0.007) Batch 0.303 (0.363) Remain 00:28:46 loss: 0.2395 Lr: 4.03807e-04 +[2025-02-27 18:24:04,455 INFO hook.py line 109 276539] Train: [85/100][100/300] Data 0.005 (0.007) Batch 0.377 (0.365) Remain 00:28:37 loss: 0.1528 Lr: 3.95568e-04 +[2025-02-27 18:24:22,539 INFO hook.py line 109 276539] Train: [85/100][150/300] Data 0.010 (0.008) Batch 0.339 (0.364) Remain 00:28:13 loss: 0.2115 Lr: 3.87407e-04 +[2025-02-27 18:24:40,174 INFO hook.py line 109 276539] Train: [85/100][200/300] Data 0.010 (0.007) Batch 0.327 (0.361) Remain 00:27:41 loss: 0.1357 Lr: 3.79326e-04 +[2025-02-27 18:24:57,530 INFO hook.py line 109 276539] Train: [85/100][250/300] Data 0.008 (0.007) Batch 0.278 (0.358) Remain 00:27:10 loss: 0.2734 Lr: 3.71324e-04 +[2025-02-27 18:25:09,618 INFO hook.py line 109 276539] Train: [85/100][300/300] Data 0.002 (0.007) Batch 0.187 (0.339) Remain 00:25:24 loss: 0.3155 Lr: 3.63403e-04 +[2025-02-27 18:25:09,618 INFO misc.py line 135 276539] Train result: loss: 0.2564 +[2025-02-27 18:25:09,708 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:25:27,803 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0992 +[2025-02-27 18:25:28,327 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5652 +[2025-02-27 18:25:28,368 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2262 +[2025-02-27 18:25:28,412 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4919 +[2025-02-27 18:25:28,445 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3330 +[2025-02-27 18:25:28,501 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4919 +[2025-02-27 18:25:28,549 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3887 +[2025-02-27 18:25:28,574 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2036 +[2025-02-27 18:25:28,617 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7342 +[2025-02-27 18:25:28,647 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6228 +[2025-02-27 18:25:28,700 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4971 +[2025-02-27 18:25:28,731 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0483 +[2025-02-27 18:25:28,775 INFO hook.py line 289 276539] Test: [13/78] Loss 0.9967 +[2025-02-27 18:25:28,819 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2563 +[2025-02-27 18:25:28,860 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9642 +[2025-02-27 18:25:28,901 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0568 +[2025-02-27 18:25:28,938 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4433 +[2025-02-27 18:25:28,970 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6018 +[2025-02-27 18:25:29,010 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7669 +[2025-02-27 18:25:29,044 INFO hook.py line 289 276539] Test: [20/78] Loss 1.2515 +[2025-02-27 18:25:29,076 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2716 +[2025-02-27 18:25:29,116 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2777 +[2025-02-27 18:25:29,145 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5948 +[2025-02-27 18:25:29,187 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6432 +[2025-02-27 18:25:29,232 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0255 +[2025-02-27 18:25:29,273 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5225 +[2025-02-27 18:25:29,322 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0361 +[2025-02-27 18:25:29,357 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2769 +[2025-02-27 18:25:29,402 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2612 +[2025-02-27 18:25:29,457 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3821 +[2025-02-27 18:25:29,514 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4303 +[2025-02-27 18:25:29,552 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3298 +[2025-02-27 18:25:29,608 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1632 +[2025-02-27 18:25:29,643 INFO hook.py line 289 276539] Test: [34/78] Loss 0.9989 +[2025-02-27 18:25:29,678 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3193 +[2025-02-27 18:25:29,716 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8899 +[2025-02-27 18:25:29,749 INFO hook.py line 289 276539] Test: [37/78] Loss 0.8061 +[2025-02-27 18:25:29,777 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2916 +[2025-02-27 18:25:29,841 INFO hook.py line 289 276539] Test: [39/78] Loss 1.4123 +[2025-02-27 18:25:29,887 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3958 +[2025-02-27 18:25:29,930 INFO hook.py line 289 276539] Test: [41/78] Loss 0.9901 +[2025-02-27 18:25:29,957 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1616 +[2025-02-27 18:25:29,990 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1238 +[2025-02-27 18:25:30,047 INFO hook.py line 289 276539] Test: [44/78] Loss 0.5711 +[2025-02-27 18:25:30,080 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5709 +[2025-02-27 18:25:30,124 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6878 +[2025-02-27 18:25:30,159 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7048 +[2025-02-27 18:25:30,189 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3900 +[2025-02-27 18:25:30,218 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8748 +[2025-02-27 18:25:30,249 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8378 +[2025-02-27 18:25:30,276 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0835 +[2025-02-27 18:25:30,307 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7358 +[2025-02-27 18:25:30,334 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2520 +[2025-02-27 18:25:30,369 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9491 +[2025-02-27 18:25:30,403 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0391 +[2025-02-27 18:25:30,441 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1915 +[2025-02-27 18:25:30,477 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6201 +[2025-02-27 18:25:30,505 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4222 +[2025-02-27 18:25:30,543 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7014 +[2025-02-27 18:25:30,581 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6259 +[2025-02-27 18:25:30,609 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5376 +[2025-02-27 18:25:30,640 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5826 +[2025-02-27 18:25:30,675 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7244 +[2025-02-27 18:25:30,727 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9511 +[2025-02-27 18:25:30,753 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7705 +[2025-02-27 18:25:30,792 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6483 +[2025-02-27 18:25:30,828 INFO hook.py line 289 276539] Test: [67/78] Loss 0.2855 +[2025-02-27 18:25:30,866 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8778 +[2025-02-27 18:25:30,894 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4605 +[2025-02-27 18:25:30,948 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8416 +[2025-02-27 18:25:30,988 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5611 +[2025-02-27 18:25:31,038 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1914 +[2025-02-27 18:25:31,094 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3659 +[2025-02-27 18:25:31,132 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6817 +[2025-02-27 18:25:31,181 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5319 +[2025-02-27 18:25:31,208 INFO hook.py line 289 276539] Test: [76/78] Loss 0.7294 +[2025-02-27 18:25:31,261 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3098 +[2025-02-27 18:25:31,287 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5441 +[2025-02-27 18:25:32,595 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:25:32,595 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:25:32,595 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] wall : 0.8498 0.9395 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] floor : 0.9609 0.9851 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] cabinet : 0.6524 0.7835 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] bed : 0.8166 0.8861 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] chair : 0.9030 0.9553 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] sofa : 0.8298 0.8980 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] table : 0.7299 0.8250 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] door : 0.6537 0.7593 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] window : 0.6148 0.7628 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] bookshelf : 0.7864 0.9114 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] picture : 0.3552 0.4838 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] counter : 0.6115 0.7316 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] desk : 0.6571 0.8235 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] curtain : 0.7448 0.8341 +[2025-02-27 18:25:32,596 INFO hook.py line 232 276539] refridgerator : 0.6192 0.6807 +[2025-02-27 18:25:32,597 INFO hook.py line 232 276539] shower curtain : 0.7108 0.7929 +[2025-02-27 18:25:32,597 INFO hook.py line 232 276539] toilet : 0.9123 0.9571 +[2025-02-27 18:25:32,597 INFO hook.py line 232 276539] sink : 0.6590 0.7570 +[2025-02-27 18:25:32,597 INFO hook.py line 232 276539] bathtub : 0.8902 0.9256 +[2025-02-27 18:25:32,597 INFO hook.py line 232 276539] otherfurniture : 0.5504 0.6285 +[2025-02-27 18:25:32,597 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:25:32,597 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7254/0.8160/0.9020. +[2025-02-27 18:25:32,598 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:25:32,614 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7254 +[2025-02-27 18:25:32,615 INFO misc.py line 164 276539] Currently Best mIoU: 0.7254 +[2025-02-27 18:25:32,615 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:25:55,762 INFO hook.py line 109 276539] Train: [86/100][50/300] Data 0.007 (0.006) Batch 0.261 (0.309) Remain 00:22:53 loss: 0.2514 Lr: 3.55561e-04 +[2025-02-27 18:26:08,764 INFO hook.py line 109 276539] Train: [86/100][100/300] Data 0.005 (0.005) Batch 0.283 (0.284) Remain 00:20:47 loss: 0.3549 Lr: 3.47800e-04 +[2025-02-27 18:26:22,416 INFO hook.py line 109 276539] Train: [86/100][150/300] Data 0.007 (0.005) Batch 0.260 (0.280) Remain 00:20:17 loss: 0.1704 Lr: 3.40119e-04 +[2025-02-27 18:26:40,179 INFO hook.py line 109 276539] Train: [86/100][200/300] Data 0.009 (0.006) Batch 0.412 (0.299) Remain 00:21:25 loss: 0.2826 Lr: 3.32519e-04 +[2025-02-27 18:26:57,326 INFO hook.py line 109 276539] Train: [86/100][250/300] Data 0.007 (0.006) Batch 0.359 (0.308) Remain 00:21:48 loss: 0.1815 Lr: 3.25000e-04 +[2025-02-27 18:27:11,157 INFO hook.py line 109 276539] Train: [86/100][300/300] Data 0.002 (0.006) Batch 0.209 (0.303) Remain 00:21:11 loss: 0.2600 Lr: 3.17563e-04 +[2025-02-27 18:27:11,157 INFO misc.py line 135 276539] Train result: loss: 0.2601 +[2025-02-27 18:27:11,257 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:27:29,748 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0923 +[2025-02-27 18:27:31,027 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5700 +[2025-02-27 18:27:31,265 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2410 +[2025-02-27 18:27:31,323 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4885 +[2025-02-27 18:27:31,373 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3710 +[2025-02-27 18:27:31,436 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3366 +[2025-02-27 18:27:31,500 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3670 +[2025-02-27 18:27:31,542 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2008 +[2025-02-27 18:27:31,772 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8828 +[2025-02-27 18:27:31,824 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5410 +[2025-02-27 18:27:32,190 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4249 +[2025-02-27 18:27:32,229 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0731 +[2025-02-27 18:27:32,275 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1590 +[2025-02-27 18:27:32,445 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1964 +[2025-02-27 18:27:32,482 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9817 +[2025-02-27 18:27:32,625 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0629 +[2025-02-27 18:27:32,678 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4969 +[2025-02-27 18:27:32,723 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6253 +[2025-02-27 18:27:32,775 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7705 +[2025-02-27 18:27:32,822 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3499 +[2025-02-27 18:27:32,867 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2728 +[2025-02-27 18:27:32,914 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2397 +[2025-02-27 18:27:32,956 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6594 +[2025-02-27 18:27:33,011 INFO hook.py line 289 276539] Test: [24/78] Loss 0.5720 +[2025-02-27 18:27:33,074 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9094 +[2025-02-27 18:27:33,115 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5256 +[2025-02-27 18:27:33,164 INFO hook.py line 289 276539] Test: [27/78] Loss 0.9984 +[2025-02-27 18:27:33,197 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3394 +[2025-02-27 18:27:33,233 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2703 +[2025-02-27 18:27:33,284 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3261 +[2025-02-27 18:27:33,342 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4369 +[2025-02-27 18:27:33,381 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4307 +[2025-02-27 18:27:33,439 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1595 +[2025-02-27 18:27:33,480 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0013 +[2025-02-27 18:27:33,528 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2650 +[2025-02-27 18:27:33,580 INFO hook.py line 289 276539] Test: [36/78] Loss 0.7571 +[2025-02-27 18:27:33,621 INFO hook.py line 289 276539] Test: [37/78] Loss 0.6829 +[2025-02-27 18:27:33,685 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2229 +[2025-02-27 18:27:33,756 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2578 +[2025-02-27 18:27:33,804 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3649 +[2025-02-27 18:27:33,862 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0042 +[2025-02-27 18:27:33,898 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1681 +[2025-02-27 18:27:33,940 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1237 +[2025-02-27 18:27:34,005 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4973 +[2025-02-27 18:27:34,039 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5473 +[2025-02-27 18:27:34,093 INFO hook.py line 289 276539] Test: [46/78] Loss 0.6855 +[2025-02-27 18:27:34,146 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8383 +[2025-02-27 18:27:34,178 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4403 +[2025-02-27 18:27:34,218 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7588 +[2025-02-27 18:27:34,254 INFO hook.py line 289 276539] Test: [50/78] Loss 0.7609 +[2025-02-27 18:27:34,285 INFO hook.py line 289 276539] Test: [51/78] Loss 1.1306 +[2025-02-27 18:27:34,318 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6783 +[2025-02-27 18:27:34,344 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2257 +[2025-02-27 18:27:34,379 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0289 +[2025-02-27 18:27:34,420 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0385 +[2025-02-27 18:27:34,459 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1736 +[2025-02-27 18:27:34,491 INFO hook.py line 289 276539] Test: [57/78] Loss 0.5672 +[2025-02-27 18:27:34,522 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3883 +[2025-02-27 18:27:34,560 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7645 +[2025-02-27 18:27:34,593 INFO hook.py line 289 276539] Test: [60/78] Loss 0.6590 +[2025-02-27 18:27:34,621 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5506 +[2025-02-27 18:27:34,664 INFO hook.py line 289 276539] Test: [62/78] Loss 0.4908 +[2025-02-27 18:27:34,700 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8232 +[2025-02-27 18:27:34,755 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9156 +[2025-02-27 18:27:34,788 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7930 +[2025-02-27 18:27:34,834 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6096 +[2025-02-27 18:27:34,873 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3005 +[2025-02-27 18:27:34,908 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7315 +[2025-02-27 18:27:34,947 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4457 +[2025-02-27 18:27:35,002 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8896 +[2025-02-27 18:27:35,043 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6348 +[2025-02-27 18:27:35,101 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2068 +[2025-02-27 18:27:35,151 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3402 +[2025-02-27 18:27:35,191 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9497 +[2025-02-27 18:27:35,239 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4951 +[2025-02-27 18:27:35,267 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9009 +[2025-02-27 18:27:35,322 INFO hook.py line 289 276539] Test: [77/78] Loss 0.2439 +[2025-02-27 18:27:35,349 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5632 +[2025-02-27 18:27:36,910 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:27:36,910 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:27:36,911 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] wall : 0.8541 0.9482 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] floor : 0.9611 0.9840 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] cabinet : 0.6602 0.7907 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] bed : 0.8192 0.8741 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] chair : 0.9034 0.9516 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] sofa : 0.8409 0.9083 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] table : 0.7179 0.8015 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] door : 0.6640 0.7605 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] window : 0.6268 0.7630 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] bookshelf : 0.7897 0.9172 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] picture : 0.3582 0.4693 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] counter : 0.6012 0.7647 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] desk : 0.6478 0.8246 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] curtain : 0.7526 0.8564 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] refridgerator : 0.6456 0.7048 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] shower curtain : 0.6562 0.7065 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] toilet : 0.9065 0.9532 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] sink : 0.6582 0.7941 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] bathtub : 0.8832 0.9126 +[2025-02-27 18:27:36,911 INFO hook.py line 232 276539] otherfurniture : 0.5655 0.6338 +[2025-02-27 18:27:36,911 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:27:36,911 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7256/0.8160/0.9041. +[2025-02-27 18:27:36,912 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:27:36,929 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7256 +[2025-02-27 18:27:36,930 INFO misc.py line 164 276539] Currently Best mIoU: 0.7256 +[2025-02-27 18:27:36,930 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:28:03,442 INFO hook.py line 109 276539] Train: [87/100][50/300] Data 0.007 (0.006) Batch 0.388 (0.372) Remain 00:25:42 loss: 0.2773 Lr: 3.10207e-04 +[2025-02-27 18:28:20,949 INFO hook.py line 109 276539] Train: [87/100][100/300] Data 0.003 (0.006) Batch 0.367 (0.361) Remain 00:24:38 loss: 0.3156 Lr: 3.02932e-04 +[2025-02-27 18:28:38,433 INFO hook.py line 109 276539] Train: [87/100][150/300] Data 0.004 (0.007) Batch 0.356 (0.357) Remain 00:24:05 loss: 0.2897 Lr: 2.95740e-04 +[2025-02-27 18:28:56,270 INFO hook.py line 109 276539] Train: [87/100][200/300] Data 0.014 (0.007) Batch 0.336 (0.357) Remain 00:23:47 loss: 0.2624 Lr: 2.88630e-04 +[2025-02-27 18:29:14,111 INFO hook.py line 109 276539] Train: [87/100][250/300] Data 0.008 (0.007) Batch 0.467 (0.357) Remain 00:23:29 loss: 0.2113 Lr: 2.81602e-04 +[2025-02-27 18:29:27,729 INFO hook.py line 109 276539] Train: [87/100][300/300] Data 0.002 (0.006) Batch 0.197 (0.343) Remain 00:22:16 loss: 0.0948 Lr: 2.74657e-04 +[2025-02-27 18:29:27,730 INFO misc.py line 135 276539] Train result: loss: 0.2532 +[2025-02-27 18:29:27,822 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:29:47,074 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0906 +[2025-02-27 18:29:47,473 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5300 +[2025-02-27 18:29:47,755 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2209 +[2025-02-27 18:29:47,821 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5303 +[2025-02-27 18:29:47,866 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4159 +[2025-02-27 18:29:47,933 INFO hook.py line 289 276539] Test: [6/78] Loss 1.3783 +[2025-02-27 18:29:47,991 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3918 +[2025-02-27 18:29:48,039 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1924 +[2025-02-27 18:29:48,099 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7686 +[2025-02-27 18:29:48,147 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7612 +[2025-02-27 18:29:48,203 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4051 +[2025-02-27 18:29:48,252 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9419 +[2025-02-27 18:29:48,300 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1495 +[2025-02-27 18:29:48,347 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2716 +[2025-02-27 18:29:48,384 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9727 +[2025-02-27 18:29:48,445 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0582 +[2025-02-27 18:29:48,485 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5025 +[2025-02-27 18:29:48,531 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6199 +[2025-02-27 18:29:48,572 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8777 +[2025-02-27 18:29:48,614 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3881 +[2025-02-27 18:29:48,656 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2496 +[2025-02-27 18:29:48,696 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2437 +[2025-02-27 18:29:48,729 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5696 +[2025-02-27 18:29:48,780 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6846 +[2025-02-27 18:29:48,822 INFO hook.py line 289 276539] Test: [25/78] Loss 0.8934 +[2025-02-27 18:29:48,862 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5454 +[2025-02-27 18:29:48,911 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1169 +[2025-02-27 18:29:48,946 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2801 +[2025-02-27 18:29:48,974 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2441 +[2025-02-27 18:29:49,025 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4047 +[2025-02-27 18:29:49,080 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4043 +[2025-02-27 18:29:49,126 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3729 +[2025-02-27 18:29:49,175 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1529 +[2025-02-27 18:29:49,210 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1103 +[2025-02-27 18:29:49,245 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2662 +[2025-02-27 18:29:49,279 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9522 +[2025-02-27 18:29:49,315 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7344 +[2025-02-27 18:29:49,345 INFO hook.py line 289 276539] Test: [38/78] Loss 0.1995 +[2025-02-27 18:29:49,412 INFO hook.py line 289 276539] Test: [39/78] Loss 1.2412 +[2025-02-27 18:29:49,455 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4386 +[2025-02-27 18:29:49,496 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0686 +[2025-02-27 18:29:49,526 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1520 +[2025-02-27 18:29:49,558 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1172 +[2025-02-27 18:29:49,611 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4780 +[2025-02-27 18:29:49,641 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6996 +[2025-02-27 18:29:49,692 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7375 +[2025-02-27 18:29:49,726 INFO hook.py line 289 276539] Test: [47/78] Loss 1.7065 +[2025-02-27 18:29:49,756 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4490 +[2025-02-27 18:29:49,785 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7205 +[2025-02-27 18:29:49,813 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8944 +[2025-02-27 18:29:49,839 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9736 +[2025-02-27 18:29:49,869 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7485 +[2025-02-27 18:29:49,892 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2616 +[2025-02-27 18:29:49,922 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9536 +[2025-02-27 18:29:49,956 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0384 +[2025-02-27 18:29:49,992 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1641 +[2025-02-27 18:29:50,022 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6910 +[2025-02-27 18:29:50,046 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4192 +[2025-02-27 18:29:50,082 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7164 +[2025-02-27 18:29:50,111 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9112 +[2025-02-27 18:29:50,133 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5461 +[2025-02-27 18:29:50,193 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5453 +[2025-02-27 18:29:50,226 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8661 +[2025-02-27 18:29:50,280 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9519 +[2025-02-27 18:29:50,310 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7939 +[2025-02-27 18:29:50,355 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7918 +[2025-02-27 18:29:50,394 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3725 +[2025-02-27 18:29:50,433 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8184 +[2025-02-27 18:29:50,467 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4743 +[2025-02-27 18:29:50,526 INFO hook.py line 289 276539] Test: [70/78] Loss 0.5351 +[2025-02-27 18:29:50,570 INFO hook.py line 289 276539] Test: [71/78] Loss 0.7083 +[2025-02-27 18:29:50,625 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1918 +[2025-02-27 18:29:50,679 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3247 +[2025-02-27 18:29:50,725 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9435 +[2025-02-27 18:29:50,777 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5061 +[2025-02-27 18:29:50,809 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9692 +[2025-02-27 18:29:50,863 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3420 +[2025-02-27 18:29:50,888 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5798 +[2025-02-27 18:29:52,119 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:29:52,119 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:29:52,120 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] wall : 0.8522 0.9475 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] floor : 0.9605 0.9843 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] cabinet : 0.6606 0.7892 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] bed : 0.8125 0.8803 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] chair : 0.9008 0.9531 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] sofa : 0.8372 0.8961 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] table : 0.7265 0.8212 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] door : 0.6524 0.7450 +[2025-02-27 18:29:52,120 INFO hook.py line 232 276539] window : 0.6255 0.7590 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] bookshelf : 0.7934 0.9070 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] picture : 0.3614 0.4538 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] counter : 0.6006 0.7047 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] desk : 0.6498 0.8151 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] curtain : 0.7356 0.8496 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] refridgerator : 0.6392 0.7176 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] shower curtain : 0.6502 0.7104 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] toilet : 0.9159 0.9562 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] sink : 0.6590 0.7691 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] bathtub : 0.8823 0.9130 +[2025-02-27 18:29:52,121 INFO hook.py line 232 276539] otherfurniture : 0.5649 0.6419 +[2025-02-27 18:29:52,121 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:29:52,122 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7240/0.8107/0.9033. +[2025-02-27 18:29:52,122 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:29:52,141 INFO misc.py line 164 276539] Currently Best mIoU: 0.7256 +[2025-02-27 18:29:52,141 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:30:14,994 INFO hook.py line 109 276539] Train: [88/100][50/300] Data 0.003 (0.005) Batch 0.317 (0.305) Remain 00:19:33 loss: 0.1606 Lr: 2.67794e-04 +[2025-02-27 18:30:29,914 INFO hook.py line 109 276539] Train: [88/100][100/300] Data 0.006 (0.005) Batch 0.320 (0.302) Remain 00:19:06 loss: 0.2332 Lr: 2.61015e-04 +[2025-02-27 18:30:45,156 INFO hook.py line 109 276539] Train: [88/100][150/300] Data 0.004 (0.005) Batch 0.297 (0.303) Remain 00:18:55 loss: 0.1122 Lr: 2.54318e-04 +[2025-02-27 18:30:59,689 INFO hook.py line 109 276539] Train: [88/100][200/300] Data 0.003 (0.005) Batch 0.241 (0.300) Remain 00:18:28 loss: 0.3132 Lr: 2.47706e-04 +[2025-02-27 18:31:13,599 INFO hook.py line 109 276539] Train: [88/100][250/300] Data 0.003 (0.005) Batch 0.241 (0.295) Remain 00:17:57 loss: 0.3242 Lr: 2.41176e-04 +[2025-02-27 18:31:25,609 INFO hook.py line 109 276539] Train: [88/100][300/300] Data 0.002 (0.005) Batch 0.199 (0.286) Remain 00:17:09 loss: 0.2185 Lr: 2.34731e-04 +[2025-02-27 18:31:25,609 INFO misc.py line 135 276539] Train result: loss: 0.2510 +[2025-02-27 18:31:25,701 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:31:44,666 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0957 +[2025-02-27 18:31:45,205 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5544 +[2025-02-27 18:31:45,262 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2488 +[2025-02-27 18:31:45,325 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5002 +[2025-02-27 18:31:45,376 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3190 +[2025-02-27 18:31:45,430 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4574 +[2025-02-27 18:31:45,481 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4283 +[2025-02-27 18:31:45,527 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1878 +[2025-02-27 18:31:45,578 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8120 +[2025-02-27 18:31:45,617 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7064 +[2025-02-27 18:31:45,680 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4620 +[2025-02-27 18:31:45,729 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0139 +[2025-02-27 18:31:45,775 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0770 +[2025-02-27 18:31:45,828 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1186 +[2025-02-27 18:31:45,940 INFO hook.py line 289 276539] Test: [15/78] Loss 0.8992 +[2025-02-27 18:31:46,282 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0719 +[2025-02-27 18:31:46,317 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4879 +[2025-02-27 18:31:46,360 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6026 +[2025-02-27 18:31:46,418 INFO hook.py line 289 276539] Test: [19/78] Loss 0.9681 +[2025-02-27 18:31:46,451 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4331 +[2025-02-27 18:31:46,492 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2870 +[2025-02-27 18:31:46,539 INFO hook.py line 289 276539] Test: [22/78] Loss 1.1777 +[2025-02-27 18:31:46,570 INFO hook.py line 289 276539] Test: [23/78] Loss 0.7263 +[2025-02-27 18:31:46,612 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6604 +[2025-02-27 18:31:46,664 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9590 +[2025-02-27 18:31:46,719 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5461 +[2025-02-27 18:31:46,768 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0725 +[2025-02-27 18:31:46,812 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2758 +[2025-02-27 18:31:46,857 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2506 +[2025-02-27 18:31:46,909 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3512 +[2025-02-27 18:31:46,973 INFO hook.py line 289 276539] Test: [31/78] Loss 0.5109 +[2025-02-27 18:31:47,021 INFO hook.py line 289 276539] Test: [32/78] Loss 0.3471 +[2025-02-27 18:31:47,074 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1591 +[2025-02-27 18:31:47,121 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0351 +[2025-02-27 18:31:47,165 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3070 +[2025-02-27 18:31:47,205 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9420 +[2025-02-27 18:31:47,242 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7578 +[2025-02-27 18:31:47,288 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2206 +[2025-02-27 18:31:47,352 INFO hook.py line 289 276539] Test: [39/78] Loss 0.8497 +[2025-02-27 18:31:47,406 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4081 +[2025-02-27 18:31:47,455 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1174 +[2025-02-27 18:31:47,496 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1613 +[2025-02-27 18:31:47,537 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1218 +[2025-02-27 18:31:47,595 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4625 +[2025-02-27 18:31:47,649 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5902 +[2025-02-27 18:31:47,708 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8197 +[2025-02-27 18:31:47,745 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8503 +[2025-02-27 18:31:47,782 INFO hook.py line 289 276539] Test: [48/78] Loss 0.3835 +[2025-02-27 18:31:47,813 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8521 +[2025-02-27 18:31:47,844 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8991 +[2025-02-27 18:31:47,878 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7549 +[2025-02-27 18:31:47,911 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6993 +[2025-02-27 18:31:47,936 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2295 +[2025-02-27 18:31:47,970 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8936 +[2025-02-27 18:31:48,006 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0409 +[2025-02-27 18:31:48,055 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1668 +[2025-02-27 18:31:48,088 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6674 +[2025-02-27 18:31:48,116 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3980 +[2025-02-27 18:31:48,154 INFO hook.py line 289 276539] Test: [59/78] Loss 0.6462 +[2025-02-27 18:31:48,187 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8465 +[2025-02-27 18:31:48,211 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5534 +[2025-02-27 18:31:48,244 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5230 +[2025-02-27 18:31:48,279 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7439 +[2025-02-27 18:31:48,337 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9438 +[2025-02-27 18:31:48,364 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8533 +[2025-02-27 18:31:48,403 INFO hook.py line 289 276539] Test: [66/78] Loss 0.8749 +[2025-02-27 18:31:48,441 INFO hook.py line 289 276539] Test: [67/78] Loss 0.4537 +[2025-02-27 18:31:48,474 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8254 +[2025-02-27 18:31:48,504 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4529 +[2025-02-27 18:31:48,559 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8748 +[2025-02-27 18:31:48,604 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5949 +[2025-02-27 18:31:48,654 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1935 +[2025-02-27 18:31:48,703 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2964 +[2025-02-27 18:31:48,744 INFO hook.py line 289 276539] Test: [74/78] Loss 1.9017 +[2025-02-27 18:31:48,792 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5190 +[2025-02-27 18:31:48,820 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8986 +[2025-02-27 18:31:48,876 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3325 +[2025-02-27 18:31:48,902 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5606 +[2025-02-27 18:31:50,479 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:31:50,479 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:31:50,479 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:31:50,479 INFO hook.py line 232 276539] wall : 0.8536 0.9419 +[2025-02-27 18:31:50,479 INFO hook.py line 232 276539] floor : 0.9612 0.9834 +[2025-02-27 18:31:50,479 INFO hook.py line 232 276539] cabinet : 0.6571 0.7764 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] bed : 0.8244 0.8994 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] chair : 0.9038 0.9520 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] sofa : 0.8373 0.9138 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] table : 0.7337 0.8433 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] door : 0.6577 0.7908 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] window : 0.6232 0.7467 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] bookshelf : 0.7973 0.8949 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] picture : 0.3612 0.4683 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] counter : 0.6048 0.7108 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] desk : 0.6533 0.8119 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] curtain : 0.7416 0.8316 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] refridgerator : 0.6437 0.6867 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] shower curtain : 0.6850 0.7565 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] toilet : 0.9181 0.9574 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] sink : 0.6610 0.7677 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] bathtub : 0.8843 0.9192 +[2025-02-27 18:31:50,480 INFO hook.py line 232 276539] otherfurniture : 0.5691 0.6574 +[2025-02-27 18:31:50,480 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:31:50,480 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7286/0.8155/0.9042. +[2025-02-27 18:31:50,481 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:31:50,502 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7286 +[2025-02-27 18:31:50,502 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:31:50,503 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:32:16,665 INFO hook.py line 109 276539] Train: [89/100][50/300] Data 0.008 (0.006) Batch 0.337 (0.344) Remain 00:20:22 loss: 0.1779 Lr: 2.28369e-04 +[2025-02-27 18:32:34,512 INFO hook.py line 109 276539] Train: [89/100][100/300] Data 0.004 (0.006) Batch 0.309 (0.351) Remain 00:20:27 loss: 0.1151 Lr: 2.22092e-04 +[2025-02-27 18:32:52,847 INFO hook.py line 109 276539] Train: [89/100][150/300] Data 0.003 (0.006) Batch 0.395 (0.356) Remain 00:20:28 loss: 0.3039 Lr: 2.15899e-04 +[2025-02-27 18:33:10,569 INFO hook.py line 109 276539] Train: [89/100][200/300] Data 0.003 (0.006) Batch 0.350 (0.356) Remain 00:20:09 loss: 0.3562 Lr: 2.09791e-04 +[2025-02-27 18:33:28,127 INFO hook.py line 109 276539] Train: [89/100][250/300] Data 0.011 (0.006) Batch 0.335 (0.355) Remain 00:19:48 loss: 0.2125 Lr: 2.03768e-04 +[2025-02-27 18:33:41,770 INFO hook.py line 109 276539] Train: [89/100][300/300] Data 0.001 (0.006) Batch 0.215 (0.341) Remain 00:18:45 loss: 0.1952 Lr: 1.97829e-04 +[2025-02-27 18:33:41,771 INFO misc.py line 135 276539] Train result: loss: 0.2505 +[2025-02-27 18:33:41,864 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:34:01,856 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0895 +[2025-02-27 18:34:01,900 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5831 +[2025-02-27 18:34:01,943 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2590 +[2025-02-27 18:34:02,002 INFO hook.py line 289 276539] Test: [4/78] Loss 0.4920 +[2025-02-27 18:34:02,058 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3519 +[2025-02-27 18:34:02,115 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4144 +[2025-02-27 18:34:02,170 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4074 +[2025-02-27 18:34:02,216 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1843 +[2025-02-27 18:34:02,265 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6923 +[2025-02-27 18:34:02,306 INFO hook.py line 289 276539] Test: [10/78] Loss 0.8185 +[2025-02-27 18:34:02,351 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4698 +[2025-02-27 18:34:02,397 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1155 +[2025-02-27 18:34:02,444 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1903 +[2025-02-27 18:34:02,496 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2908 +[2025-02-27 18:34:02,537 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9816 +[2025-02-27 18:34:02,582 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0564 +[2025-02-27 18:34:02,619 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5035 +[2025-02-27 18:34:02,666 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6354 +[2025-02-27 18:34:02,715 INFO hook.py line 289 276539] Test: [19/78] Loss 0.8332 +[2025-02-27 18:34:02,751 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4301 +[2025-02-27 18:34:02,786 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2648 +[2025-02-27 18:34:02,824 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3053 +[2025-02-27 18:34:02,862 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6033 +[2025-02-27 18:34:02,905 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6886 +[2025-02-27 18:34:02,951 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9166 +[2025-02-27 18:34:02,994 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4981 +[2025-02-27 18:34:03,045 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0865 +[2025-02-27 18:34:03,082 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2776 +[2025-02-27 18:34:03,133 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2441 +[2025-02-27 18:34:03,187 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3779 +[2025-02-27 18:34:03,242 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4307 +[2025-02-27 18:34:03,277 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4241 +[2025-02-27 18:34:03,330 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1717 +[2025-02-27 18:34:03,368 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0043 +[2025-02-27 18:34:03,406 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2635 +[2025-02-27 18:34:03,455 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9389 +[2025-02-27 18:34:03,497 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7553 +[2025-02-27 18:34:03,531 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2428 +[2025-02-27 18:34:03,598 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0875 +[2025-02-27 18:34:03,644 INFO hook.py line 289 276539] Test: [40/78] Loss 1.5835 +[2025-02-27 18:34:03,690 INFO hook.py line 289 276539] Test: [41/78] Loss 1.0134 +[2025-02-27 18:34:03,730 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1505 +[2025-02-27 18:34:03,778 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1153 +[2025-02-27 18:34:03,836 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4286 +[2025-02-27 18:34:03,876 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6666 +[2025-02-27 18:34:03,922 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7283 +[2025-02-27 18:34:03,962 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0237 +[2025-02-27 18:34:04,000 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4304 +[2025-02-27 18:34:04,031 INFO hook.py line 289 276539] Test: [49/78] Loss 0.9235 +[2025-02-27 18:34:04,061 INFO hook.py line 289 276539] Test: [50/78] Loss 1.0351 +[2025-02-27 18:34:04,094 INFO hook.py line 289 276539] Test: [51/78] Loss 0.6964 +[2025-02-27 18:34:04,127 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7248 +[2025-02-27 18:34:04,162 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2406 +[2025-02-27 18:34:04,204 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8411 +[2025-02-27 18:34:04,246 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0374 +[2025-02-27 18:34:04,286 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1580 +[2025-02-27 18:34:04,326 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6976 +[2025-02-27 18:34:04,354 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3668 +[2025-02-27 18:34:04,392 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7178 +[2025-02-27 18:34:04,425 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8493 +[2025-02-27 18:34:04,450 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5137 +[2025-02-27 18:34:04,482 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5145 +[2025-02-27 18:34:04,517 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7582 +[2025-02-27 18:34:04,573 INFO hook.py line 289 276539] Test: [64/78] Loss 0.9856 +[2025-02-27 18:34:04,600 INFO hook.py line 289 276539] Test: [65/78] Loss 0.8524 +[2025-02-27 18:34:04,638 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7813 +[2025-02-27 18:34:04,676 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3714 +[2025-02-27 18:34:04,710 INFO hook.py line 289 276539] Test: [68/78] Loss 0.8075 +[2025-02-27 18:34:04,740 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4599 +[2025-02-27 18:34:04,794 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8428 +[2025-02-27 18:34:04,837 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6404 +[2025-02-27 18:34:04,887 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1980 +[2025-02-27 18:34:04,935 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2804 +[2025-02-27 18:34:04,975 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8238 +[2025-02-27 18:34:05,023 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5550 +[2025-02-27 18:34:05,051 INFO hook.py line 289 276539] Test: [76/78] Loss 0.9531 +[2025-02-27 18:34:05,106 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3268 +[2025-02-27 18:34:05,132 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5909 +[2025-02-27 18:34:06,599 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:34:06,599 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:34:06,599 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] wall : 0.8513 0.9458 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] floor : 0.9607 0.9839 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] cabinet : 0.6533 0.7589 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] bed : 0.8136 0.8829 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] chair : 0.9025 0.9515 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] sofa : 0.8287 0.9025 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] table : 0.7287 0.8404 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] door : 0.6504 0.7699 +[2025-02-27 18:34:06,599 INFO hook.py line 232 276539] window : 0.6212 0.7507 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] bookshelf : 0.7965 0.8911 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] picture : 0.3514 0.4587 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] counter : 0.5979 0.7089 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] desk : 0.6565 0.7974 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] curtain : 0.7305 0.8468 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] refridgerator : 0.6369 0.6929 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] shower curtain : 0.6231 0.6681 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] toilet : 0.9150 0.9567 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] sink : 0.6532 0.7669 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] bathtub : 0.8905 0.9203 +[2025-02-27 18:34:06,600 INFO hook.py line 232 276539] otherfurniture : 0.5601 0.6506 +[2025-02-27 18:34:06,600 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:34:06,600 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7211/0.8073/0.9024. +[2025-02-27 18:34:06,600 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:34:06,618 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:34:06,618 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:34:32,517 INFO hook.py line 109 276539] Train: [90/100][50/300] Data 0.003 (0.007) Batch 0.344 (0.371) Remain 00:20:06 loss: 0.2771 Lr: 1.91976e-04 +[2025-02-27 18:34:49,508 INFO hook.py line 109 276539] Train: [90/100][100/300] Data 0.002 (0.007) Batch 0.317 (0.355) Remain 00:18:56 loss: 0.1161 Lr: 1.86322e-04 +[2025-02-27 18:35:04,442 INFO hook.py line 109 276539] Train: [90/100][150/300] Data 0.006 (0.006) Batch 0.321 (0.336) Remain 00:17:38 loss: 0.1383 Lr: 1.80638e-04 +[2025-02-27 18:35:19,669 INFO hook.py line 109 276539] Train: [90/100][200/300] Data 0.003 (0.006) Batch 0.241 (0.328) Remain 00:16:56 loss: 0.2650 Lr: 1.75039e-04 +[2025-02-27 18:35:34,765 INFO hook.py line 109 276539] Train: [90/100][250/300] Data 0.007 (0.005) Batch 0.322 (0.323) Remain 00:16:24 loss: 0.2390 Lr: 1.69527e-04 +[2025-02-27 18:35:46,583 INFO hook.py line 109 276539] Train: [90/100][300/300] Data 0.001 (0.005) Batch 0.194 (0.308) Remain 00:15:24 loss: 0.2643 Lr: 1.64100e-04 +[2025-02-27 18:35:46,583 INFO misc.py line 135 276539] Train result: loss: 0.2469 +[2025-02-27 18:35:46,666 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:36:03,134 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0902 +[2025-02-27 18:36:03,294 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5587 +[2025-02-27 18:36:03,386 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2340 +[2025-02-27 18:36:03,441 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5122 +[2025-02-27 18:36:03,482 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3561 +[2025-02-27 18:36:03,544 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6881 +[2025-02-27 18:36:03,594 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4140 +[2025-02-27 18:36:03,630 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2001 +[2025-02-27 18:36:03,683 INFO hook.py line 289 276539] Test: [9/78] Loss 0.8488 +[2025-02-27 18:36:03,723 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6382 +[2025-02-27 18:36:03,769 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4197 +[2025-02-27 18:36:03,810 INFO hook.py line 289 276539] Test: [12/78] Loss 0.9693 +[2025-02-27 18:36:03,856 INFO hook.py line 289 276539] Test: [13/78] Loss 1.0719 +[2025-02-27 18:36:03,900 INFO hook.py line 289 276539] Test: [14/78] Loss 2.3445 +[2025-02-27 18:36:03,936 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9967 +[2025-02-27 18:36:03,993 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0549 +[2025-02-27 18:36:04,035 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4775 +[2025-02-27 18:36:04,082 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6454 +[2025-02-27 18:36:04,135 INFO hook.py line 289 276539] Test: [19/78] Loss 0.6888 +[2025-02-27 18:36:04,169 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4182 +[2025-02-27 18:36:04,204 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2654 +[2025-02-27 18:36:04,242 INFO hook.py line 289 276539] Test: [22/78] Loss 1.2472 +[2025-02-27 18:36:04,275 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6401 +[2025-02-27 18:36:04,319 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6981 +[2025-02-27 18:36:04,385 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1216 +[2025-02-27 18:36:04,443 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5339 +[2025-02-27 18:36:04,492 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0954 +[2025-02-27 18:36:04,536 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2825 +[2025-02-27 18:36:04,576 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2403 +[2025-02-27 18:36:04,627 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3774 +[2025-02-27 18:36:04,688 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4644 +[2025-02-27 18:36:04,722 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4826 +[2025-02-27 18:36:04,776 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1481 +[2025-02-27 18:36:04,819 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0250 +[2025-02-27 18:36:04,855 INFO hook.py line 289 276539] Test: [35/78] Loss 0.3018 +[2025-02-27 18:36:04,899 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9120 +[2025-02-27 18:36:04,950 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7388 +[2025-02-27 18:36:04,987 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2132 +[2025-02-27 18:36:05,048 INFO hook.py line 289 276539] Test: [39/78] Loss 0.6927 +[2025-02-27 18:36:05,092 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3556 +[2025-02-27 18:36:05,140 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1208 +[2025-02-27 18:36:05,178 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1407 +[2025-02-27 18:36:05,219 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1075 +[2025-02-27 18:36:05,275 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4334 +[2025-02-27 18:36:05,318 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5322 +[2025-02-27 18:36:05,373 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7672 +[2025-02-27 18:36:05,422 INFO hook.py line 289 276539] Test: [47/78] Loss 1.8020 +[2025-02-27 18:36:05,460 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4570 +[2025-02-27 18:36:05,492 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8310 +[2025-02-27 18:36:05,526 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9255 +[2025-02-27 18:36:05,556 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8063 +[2025-02-27 18:36:05,588 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6917 +[2025-02-27 18:36:05,616 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2987 +[2025-02-27 18:36:05,653 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9260 +[2025-02-27 18:36:05,690 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0522 +[2025-02-27 18:36:05,730 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1727 +[2025-02-27 18:36:05,762 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6970 +[2025-02-27 18:36:05,790 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4163 +[2025-02-27 18:36:05,828 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7147 +[2025-02-27 18:36:05,862 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8805 +[2025-02-27 18:36:05,887 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4947 +[2025-02-27 18:36:05,923 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5484 +[2025-02-27 18:36:05,959 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6875 +[2025-02-27 18:36:06,013 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0748 +[2025-02-27 18:36:06,042 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7021 +[2025-02-27 18:36:06,083 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7843 +[2025-02-27 18:36:06,120 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3236 +[2025-02-27 18:36:06,154 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7525 +[2025-02-27 18:36:06,187 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4500 +[2025-02-27 18:36:06,242 INFO hook.py line 289 276539] Test: [70/78] Loss 1.1051 +[2025-02-27 18:36:06,284 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5592 +[2025-02-27 18:36:06,340 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2019 +[2025-02-27 18:36:06,389 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3291 +[2025-02-27 18:36:06,434 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8417 +[2025-02-27 18:36:06,484 INFO hook.py line 289 276539] Test: [75/78] Loss 0.4762 +[2025-02-27 18:36:06,514 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8905 +[2025-02-27 18:36:06,570 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4026 +[2025-02-27 18:36:06,599 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5573 +[2025-02-27 18:36:08,034 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:36:08,034 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:36:08,034 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:36:08,034 INFO hook.py line 232 276539] wall : 0.8535 0.9464 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] floor : 0.9601 0.9843 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] cabinet : 0.6608 0.7940 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] bed : 0.8201 0.8863 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] chair : 0.9043 0.9486 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] sofa : 0.8343 0.9112 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] table : 0.7333 0.8358 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] door : 0.6665 0.8159 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] window : 0.6216 0.7331 +[2025-02-27 18:36:08,035 INFO hook.py line 232 276539] bookshelf : 0.7937 0.8987 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] picture : 0.3486 0.4120 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] counter : 0.6088 0.7097 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] desk : 0.6583 0.8088 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] curtain : 0.7313 0.8305 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] refridgerator : 0.6232 0.6702 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] shower curtain : 0.6510 0.6993 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] toilet : 0.9158 0.9589 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] sink : 0.6598 0.7700 +[2025-02-27 18:36:08,036 INFO hook.py line 232 276539] bathtub : 0.8859 0.9198 +[2025-02-27 18:36:08,037 INFO hook.py line 232 276539] otherfurniture : 0.5614 0.6253 +[2025-02-27 18:36:08,037 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:36:08,037 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7246/0.8080/0.9042. +[2025-02-27 18:36:08,038 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:36:08,042 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:36:08,042 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:36:34,002 INFO hook.py line 109 276539] Train: [91/100][50/300] Data 0.004 (0.006) Batch 0.354 (0.351) Remain 00:17:16 loss: 0.3303 Lr: 1.58759e-04 +[2025-02-27 18:36:51,846 INFO hook.py line 109 276539] Train: [91/100][100/300] Data 0.005 (0.006) Batch 0.270 (0.354) Remain 00:17:06 loss: 0.2810 Lr: 1.53505e-04 +[2025-02-27 18:37:09,091 INFO hook.py line 109 276539] Train: [91/100][150/300] Data 0.005 (0.006) Batch 0.334 (0.351) Remain 00:16:40 loss: 0.0945 Lr: 1.48337e-04 +[2025-02-27 18:37:27,025 INFO hook.py line 109 276539] Train: [91/100][200/300] Data 0.010 (0.007) Batch 0.321 (0.353) Remain 00:16:28 loss: 0.3407 Lr: 1.43256e-04 +[2025-02-27 18:37:44,488 INFO hook.py line 109 276539] Train: [91/100][250/300] Data 0.004 (0.007) Batch 0.376 (0.352) Remain 00:16:08 loss: 0.3828 Lr: 1.38261e-04 +[2025-02-27 18:37:58,392 INFO hook.py line 109 276539] Train: [91/100][300/300] Data 0.002 (0.006) Batch 0.194 (0.340) Remain 00:15:17 loss: 0.1881 Lr: 1.33354e-04 +[2025-02-27 18:37:58,393 INFO misc.py line 135 276539] Train result: loss: 0.2411 +[2025-02-27 18:37:58,511 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:38:17,626 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0853 +[2025-02-27 18:38:17,684 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5054 +[2025-02-27 18:38:18,516 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2206 +[2025-02-27 18:38:18,569 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5133 +[2025-02-27 18:38:18,620 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3739 +[2025-02-27 18:38:18,686 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5990 +[2025-02-27 18:38:18,733 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3800 +[2025-02-27 18:38:18,786 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2083 +[2025-02-27 18:38:18,838 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7820 +[2025-02-27 18:38:18,875 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7801 +[2025-02-27 18:38:19,139 INFO hook.py line 289 276539] Test: [11/78] Loss 0.3975 +[2025-02-27 18:38:19,324 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1158 +[2025-02-27 18:38:19,374 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1071 +[2025-02-27 18:38:19,428 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2798 +[2025-02-27 18:38:19,469 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9850 +[2025-02-27 18:38:19,524 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0557 +[2025-02-27 18:38:19,561 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4768 +[2025-02-27 18:38:19,591 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6422 +[2025-02-27 18:38:19,631 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7471 +[2025-02-27 18:38:19,663 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3346 +[2025-02-27 18:38:19,709 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2600 +[2025-02-27 18:38:19,746 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3462 +[2025-02-27 18:38:19,773 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6371 +[2025-02-27 18:38:19,823 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6954 +[2025-02-27 18:38:19,866 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9241 +[2025-02-27 18:38:19,906 INFO hook.py line 289 276539] Test: [26/78] Loss 0.4966 +[2025-02-27 18:38:19,957 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1274 +[2025-02-27 18:38:20,004 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2915 +[2025-02-27 18:38:20,037 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2391 +[2025-02-27 18:38:20,092 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3262 +[2025-02-27 18:38:20,147 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4317 +[2025-02-27 18:38:20,195 INFO hook.py line 289 276539] Test: [32/78] Loss 0.5508 +[2025-02-27 18:38:20,247 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1537 +[2025-02-27 18:38:20,284 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0768 +[2025-02-27 18:38:20,324 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2955 +[2025-02-27 18:38:20,363 INFO hook.py line 289 276539] Test: [36/78] Loss 1.0530 +[2025-02-27 18:38:20,413 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7265 +[2025-02-27 18:38:20,451 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2351 +[2025-02-27 18:38:20,519 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1091 +[2025-02-27 18:38:20,562 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3983 +[2025-02-27 18:38:20,618 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1486 +[2025-02-27 18:38:20,660 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1410 +[2025-02-27 18:38:20,701 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1124 +[2025-02-27 18:38:20,754 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4657 +[2025-02-27 18:38:20,788 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6877 +[2025-02-27 18:38:20,838 INFO hook.py line 289 276539] Test: [46/78] Loss 0.8070 +[2025-02-27 18:38:20,876 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9326 +[2025-02-27 18:38:20,912 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4568 +[2025-02-27 18:38:20,944 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8251 +[2025-02-27 18:38:20,975 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8972 +[2025-02-27 18:38:21,004 INFO hook.py line 289 276539] Test: [51/78] Loss 1.0142 +[2025-02-27 18:38:21,040 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7061 +[2025-02-27 18:38:21,065 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3057 +[2025-02-27 18:38:21,101 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0297 +[2025-02-27 18:38:21,137 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0401 +[2025-02-27 18:38:21,177 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1732 +[2025-02-27 18:38:21,208 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6113 +[2025-02-27 18:38:21,237 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4211 +[2025-02-27 18:38:21,276 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7105 +[2025-02-27 18:38:21,308 INFO hook.py line 289 276539] Test: [60/78] Loss 0.7214 +[2025-02-27 18:38:21,337 INFO hook.py line 289 276539] Test: [61/78] Loss 0.4962 +[2025-02-27 18:38:21,370 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5250 +[2025-02-27 18:38:21,405 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7467 +[2025-02-27 18:38:21,459 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0056 +[2025-02-27 18:38:21,487 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6713 +[2025-02-27 18:38:21,527 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6391 +[2025-02-27 18:38:21,566 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3719 +[2025-02-27 18:38:21,598 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7656 +[2025-02-27 18:38:21,628 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4684 +[2025-02-27 18:38:21,683 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8219 +[2025-02-27 18:38:21,724 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5827 +[2025-02-27 18:38:21,775 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2145 +[2025-02-27 18:38:21,824 INFO hook.py line 289 276539] Test: [73/78] Loss 0.2884 +[2025-02-27 18:38:21,864 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8681 +[2025-02-27 18:38:21,913 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5193 +[2025-02-27 18:38:21,940 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8423 +[2025-02-27 18:38:21,997 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3954 +[2025-02-27 18:38:22,030 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5802 +[2025-02-27 18:38:23,408 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:38:23,409 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:38:23,409 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] wall : 0.8502 0.9438 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] floor : 0.9601 0.9841 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] cabinet : 0.6627 0.7882 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] bed : 0.8087 0.8847 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] chair : 0.9019 0.9448 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] sofa : 0.8289 0.9106 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] table : 0.7321 0.8230 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] door : 0.6558 0.7778 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] window : 0.6267 0.7606 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] bookshelf : 0.8055 0.8970 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] picture : 0.3493 0.4536 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] counter : 0.5966 0.7048 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] desk : 0.6614 0.8308 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] curtain : 0.7434 0.8412 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] refridgerator : 0.6083 0.6555 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] shower curtain : 0.6893 0.7500 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] toilet : 0.9135 0.9577 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] sink : 0.6572 0.7631 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] bathtub : 0.8844 0.9249 +[2025-02-27 18:38:23,410 INFO hook.py line 232 276539] otherfurniture : 0.5602 0.6417 +[2025-02-27 18:38:23,410 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:38:23,410 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7248/0.8119/0.9030. +[2025-02-27 18:38:23,411 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:38:23,433 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:38:23,433 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:38:48,641 INFO hook.py line 109 276539] Train: [92/100][50/300] Data 0.005 (0.006) Batch 0.309 (0.370) Remain 00:16:19 loss: 0.4785 Lr: 1.28533e-04 +[2025-02-27 18:39:05,860 INFO hook.py line 109 276539] Train: [92/100][100/300] Data 0.012 (0.007) Batch 0.278 (0.357) Remain 00:15:27 loss: 0.4143 Lr: 1.23800e-04 +[2025-02-27 18:39:23,934 INFO hook.py line 109 276539] Train: [92/100][150/300] Data 0.005 (0.007) Batch 0.307 (0.358) Remain 00:15:13 loss: 0.2265 Lr: 1.19154e-04 +[2025-02-27 18:39:41,139 INFO hook.py line 109 276539] Train: [92/100][200/300] Data 0.005 (0.007) Batch 0.391 (0.355) Remain 00:14:46 loss: 0.2415 Lr: 1.14596e-04 +[2025-02-27 18:39:56,085 INFO hook.py line 109 276539] Train: [92/100][250/300] Data 0.004 (0.006) Batch 0.235 (0.343) Remain 00:14:01 loss: 0.1259 Lr: 1.10125e-04 +[2025-02-27 18:40:08,375 INFO hook.py line 109 276539] Train: [92/100][300/300] Data 0.002 (0.006) Batch 0.200 (0.327) Remain 00:13:04 loss: 0.2823 Lr: 1.05742e-04 +[2025-02-27 18:40:08,376 INFO misc.py line 135 276539] Train result: loss: 0.2482 +[2025-02-27 18:40:08,464 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:40:27,130 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0951 +[2025-02-27 18:40:27,176 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5593 +[2025-02-27 18:40:27,213 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2553 +[2025-02-27 18:40:27,258 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5128 +[2025-02-27 18:40:27,299 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3433 +[2025-02-27 18:40:27,349 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5996 +[2025-02-27 18:40:27,402 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3866 +[2025-02-27 18:40:27,440 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2033 +[2025-02-27 18:40:28,028 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7288 +[2025-02-27 18:40:28,057 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6730 +[2025-02-27 18:40:28,108 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4245 +[2025-02-27 18:40:28,137 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0745 +[2025-02-27 18:40:28,183 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1175 +[2025-02-27 18:40:28,221 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2498 +[2025-02-27 18:40:28,255 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9847 +[2025-02-27 18:40:28,297 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0623 +[2025-02-27 18:40:28,333 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4709 +[2025-02-27 18:40:28,373 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6726 +[2025-02-27 18:40:28,422 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7708 +[2025-02-27 18:40:28,455 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3748 +[2025-02-27 18:40:28,493 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2697 +[2025-02-27 18:40:28,530 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3275 +[2025-02-27 18:40:28,560 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6364 +[2025-02-27 18:40:28,604 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6573 +[2025-02-27 18:40:28,642 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9025 +[2025-02-27 18:40:28,683 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5063 +[2025-02-27 18:40:28,731 INFO hook.py line 289 276539] Test: [27/78] Loss 1.2720 +[2025-02-27 18:40:28,769 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2876 +[2025-02-27 18:40:28,797 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2372 +[2025-02-27 18:40:28,853 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3445 +[2025-02-27 18:40:28,911 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4519 +[2025-02-27 18:40:28,947 INFO hook.py line 289 276539] Test: [32/78] Loss 0.6004 +[2025-02-27 18:40:28,996 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1527 +[2025-02-27 18:40:29,032 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0608 +[2025-02-27 18:40:29,078 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2586 +[2025-02-27 18:40:29,119 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9234 +[2025-02-27 18:40:29,154 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7510 +[2025-02-27 18:40:29,182 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2166 +[2025-02-27 18:40:29,241 INFO hook.py line 289 276539] Test: [39/78] Loss 1.3057 +[2025-02-27 18:40:29,288 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4086 +[2025-02-27 18:40:29,335 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1514 +[2025-02-27 18:40:29,361 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1402 +[2025-02-27 18:40:29,403 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1104 +[2025-02-27 18:40:29,459 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4495 +[2025-02-27 18:40:29,493 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5527 +[2025-02-27 18:40:29,539 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7473 +[2025-02-27 18:40:29,577 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9398 +[2025-02-27 18:40:29,607 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4416 +[2025-02-27 18:40:29,638 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8683 +[2025-02-27 18:40:29,666 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9669 +[2025-02-27 18:40:29,692 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8019 +[2025-02-27 18:40:29,722 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6622 +[2025-02-27 18:40:29,745 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2516 +[2025-02-27 18:40:29,777 INFO hook.py line 289 276539] Test: [54/78] Loss 2.0591 +[2025-02-27 18:40:29,811 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0413 +[2025-02-27 18:40:29,850 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1619 +[2025-02-27 18:40:29,879 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7044 +[2025-02-27 18:40:29,903 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4196 +[2025-02-27 18:40:29,939 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7320 +[2025-02-27 18:40:29,969 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8481 +[2025-02-27 18:40:29,990 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5255 +[2025-02-27 18:40:30,021 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5366 +[2025-02-27 18:40:30,053 INFO hook.py line 289 276539] Test: [63/78] Loss 0.8088 +[2025-02-27 18:40:30,104 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0227 +[2025-02-27 18:40:30,129 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7002 +[2025-02-27 18:40:30,166 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7150 +[2025-02-27 18:40:30,201 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3338 +[2025-02-27 18:40:30,230 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7693 +[2025-02-27 18:40:30,257 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4713 +[2025-02-27 18:40:30,310 INFO hook.py line 289 276539] Test: [70/78] Loss 0.9114 +[2025-02-27 18:40:30,348 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5955 +[2025-02-27 18:40:30,396 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2076 +[2025-02-27 18:40:30,441 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3261 +[2025-02-27 18:40:30,479 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8365 +[2025-02-27 18:40:30,525 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5458 +[2025-02-27 18:40:30,551 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8822 +[2025-02-27 18:40:30,604 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3024 +[2025-02-27 18:40:30,628 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5609 +[2025-02-27 18:40:31,797 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:40:31,797 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:40:31,798 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] wall : 0.8513 0.9493 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] floor : 0.9605 0.9849 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] cabinet : 0.6604 0.7772 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] bed : 0.8140 0.8794 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] chair : 0.9012 0.9467 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] sofa : 0.8299 0.9145 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] table : 0.7295 0.8281 +[2025-02-27 18:40:31,798 INFO hook.py line 232 276539] door : 0.6572 0.7631 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] window : 0.6212 0.7536 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] bookshelf : 0.8005 0.8961 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] picture : 0.3647 0.4504 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] counter : 0.6033 0.7238 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] desk : 0.6629 0.8283 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] curtain : 0.7487 0.8408 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] refridgerator : 0.6420 0.6966 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] shower curtain : 0.7141 0.7755 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] toilet : 0.9140 0.9586 +[2025-02-27 18:40:31,799 INFO hook.py line 232 276539] sink : 0.6552 0.7648 +[2025-02-27 18:40:31,800 INFO hook.py line 232 276539] bathtub : 0.8831 0.9172 +[2025-02-27 18:40:31,800 INFO hook.py line 232 276539] otherfurniture : 0.5568 0.6282 +[2025-02-27 18:40:31,800 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:40:31,800 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7285/0.8139/0.9037. +[2025-02-27 18:40:31,801 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:40:31,816 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:40:31,816 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:40:51,270 INFO hook.py line 109 276539] Train: [93/100][50/300] Data 0.003 (0.005) Batch 0.275 (0.273) Remain 00:10:40 loss: 0.2296 Lr: 1.01448e-04 +[2025-02-27 18:41:08,741 INFO hook.py line 109 276539] Train: [93/100][100/300] Data 0.003 (0.005) Batch 0.390 (0.312) Remain 00:11:58 loss: 0.2877 Lr: 9.72407e-05 +[2025-02-27 18:41:26,038 INFO hook.py line 109 276539] Train: [93/100][150/300] Data 0.010 (0.006) Batch 0.335 (0.324) Remain 00:12:08 loss: 0.2635 Lr: 9.31220e-05 +[2025-02-27 18:41:43,395 INFO hook.py line 109 276539] Train: [93/100][200/300] Data 0.004 (0.006) Batch 0.329 (0.330) Remain 00:12:05 loss: 0.2568 Lr: 8.90917e-05 +[2025-02-27 18:42:00,040 INFO hook.py line 109 276539] Train: [93/100][250/300] Data 0.007 (0.006) Batch 0.334 (0.330) Remain 00:11:50 loss: 0.2845 Lr: 8.51498e-05 +[2025-02-27 18:42:13,758 INFO hook.py line 109 276539] Train: [93/100][300/300] Data 0.001 (0.006) Batch 0.207 (0.321) Remain 00:11:13 loss: 0.2146 Lr: 8.12964e-05 +[2025-02-27 18:42:13,759 INFO misc.py line 135 276539] Train result: loss: 0.2359 +[2025-02-27 18:42:13,846 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:42:32,649 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0881 +[2025-02-27 18:42:33,854 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5746 +[2025-02-27 18:42:34,157 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2478 +[2025-02-27 18:42:34,226 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5024 +[2025-02-27 18:42:34,272 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4195 +[2025-02-27 18:42:34,340 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5154 +[2025-02-27 18:42:34,387 INFO hook.py line 289 276539] Test: [7/78] Loss 0.3768 +[2025-02-27 18:42:34,423 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1919 +[2025-02-27 18:42:34,479 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7452 +[2025-02-27 18:42:34,518 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5951 +[2025-02-27 18:42:34,562 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4300 +[2025-02-27 18:42:34,596 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0875 +[2025-02-27 18:42:34,649 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1646 +[2025-02-27 18:42:34,698 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2244 +[2025-02-27 18:42:34,743 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9408 +[2025-02-27 18:42:34,801 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0560 +[2025-02-27 18:42:34,839 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4899 +[2025-02-27 18:42:34,879 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6611 +[2025-02-27 18:42:34,935 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7112 +[2025-02-27 18:42:34,974 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4498 +[2025-02-27 18:42:35,016 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2736 +[2025-02-27 18:42:35,068 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3790 +[2025-02-27 18:42:35,108 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5999 +[2025-02-27 18:42:35,152 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6523 +[2025-02-27 18:42:35,195 INFO hook.py line 289 276539] Test: [25/78] Loss 1.1005 +[2025-02-27 18:42:35,238 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5398 +[2025-02-27 18:42:35,288 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0508 +[2025-02-27 18:42:35,327 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2822 +[2025-02-27 18:42:35,371 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2409 +[2025-02-27 18:42:35,428 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3351 +[2025-02-27 18:42:35,484 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4615 +[2025-02-27 18:42:35,525 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4497 +[2025-02-27 18:42:35,592 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1548 +[2025-02-27 18:42:35,635 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0316 +[2025-02-27 18:42:35,672 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2704 +[2025-02-27 18:42:35,710 INFO hook.py line 289 276539] Test: [36/78] Loss 0.8868 +[2025-02-27 18:42:35,762 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7731 +[2025-02-27 18:42:35,793 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2067 +[2025-02-27 18:42:35,853 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0178 +[2025-02-27 18:42:35,900 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3791 +[2025-02-27 18:42:35,940 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1264 +[2025-02-27 18:42:35,968 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1443 +[2025-02-27 18:42:36,015 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1065 +[2025-02-27 18:42:36,075 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4727 +[2025-02-27 18:42:36,123 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5695 +[2025-02-27 18:42:36,181 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7546 +[2025-02-27 18:42:36,219 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0021 +[2025-02-27 18:42:36,253 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4142 +[2025-02-27 18:42:36,295 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7618 +[2025-02-27 18:42:36,329 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9153 +[2025-02-27 18:42:36,358 INFO hook.py line 289 276539] Test: [51/78] Loss 1.2015 +[2025-02-27 18:42:36,396 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6070 +[2025-02-27 18:42:36,433 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3079 +[2025-02-27 18:42:36,477 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9930 +[2025-02-27 18:42:36,515 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0405 +[2025-02-27 18:42:36,555 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1523 +[2025-02-27 18:42:36,586 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6706 +[2025-02-27 18:42:36,613 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4128 +[2025-02-27 18:42:36,653 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7419 +[2025-02-27 18:42:36,685 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9093 +[2025-02-27 18:42:36,710 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5118 +[2025-02-27 18:42:36,754 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5740 +[2025-02-27 18:42:36,791 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7004 +[2025-02-27 18:42:36,847 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0123 +[2025-02-27 18:42:36,875 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7129 +[2025-02-27 18:42:36,914 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6518 +[2025-02-27 18:42:36,951 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3399 +[2025-02-27 18:42:36,984 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7249 +[2025-02-27 18:42:37,013 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4789 +[2025-02-27 18:42:37,067 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7941 +[2025-02-27 18:42:37,110 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6008 +[2025-02-27 18:42:37,159 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1982 +[2025-02-27 18:42:37,209 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3416 +[2025-02-27 18:42:37,249 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7796 +[2025-02-27 18:42:37,297 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5738 +[2025-02-27 18:42:37,326 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8313 +[2025-02-27 18:42:37,382 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3773 +[2025-02-27 18:42:37,408 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5746 +[2025-02-27 18:42:38,885 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:42:38,885 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:42:38,885 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] wall : 0.8535 0.9457 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] floor : 0.9604 0.9840 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] cabinet : 0.6555 0.7839 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] bed : 0.8236 0.8913 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] chair : 0.9049 0.9493 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] sofa : 0.8348 0.9159 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] table : 0.7277 0.8223 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] door : 0.6650 0.7881 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] window : 0.6316 0.7575 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] bookshelf : 0.7923 0.8988 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] picture : 0.3581 0.4483 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] counter : 0.5798 0.6750 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] desk : 0.6536 0.8399 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] curtain : 0.7451 0.8535 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] refridgerator : 0.6261 0.6834 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] shower curtain : 0.6875 0.7429 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] toilet : 0.9056 0.9590 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] sink : 0.6610 0.7643 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] bathtub : 0.8872 0.9196 +[2025-02-27 18:42:38,886 INFO hook.py line 232 276539] otherfurniture : 0.5628 0.6296 +[2025-02-27 18:42:38,886 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:42:38,886 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7258/0.8126/0.9042. +[2025-02-27 18:42:38,887 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:42:38,898 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:42:38,898 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:43:04,425 INFO hook.py line 109 276539] Train: [94/100][50/300] Data 0.004 (0.017) Batch 0.462 (0.395) Remain 00:13:29 loss: 0.3538 Lr: 7.75317e-05 +[2025-02-27 18:43:22,168 INFO hook.py line 109 276539] Train: [94/100][100/300] Data 0.008 (0.012) Batch 0.370 (0.374) Remain 00:12:28 loss: 0.2510 Lr: 7.38558e-05 +[2025-02-27 18:43:40,387 INFO hook.py line 109 276539] Train: [94/100][150/300] Data 0.003 (0.010) Batch 0.288 (0.371) Remain 00:12:03 loss: 0.1780 Lr: 7.02688e-05 +[2025-02-27 18:43:58,020 INFO hook.py line 109 276539] Train: [94/100][200/300] Data 0.008 (0.009) Batch 0.319 (0.366) Remain 00:11:35 loss: 0.1863 Lr: 6.67708e-05 +[2025-02-27 18:44:15,500 INFO hook.py line 109 276539] Train: [94/100][250/300] Data 0.003 (0.009) Batch 0.282 (0.363) Remain 00:11:11 loss: 0.4807 Lr: 6.34292e-05 +[2025-02-27 18:44:28,814 INFO hook.py line 109 276539] Train: [94/100][300/300] Data 0.002 (0.008) Batch 0.203 (0.347) Remain 00:10:23 loss: 0.3403 Lr: 6.01078e-05 +[2025-02-27 18:44:28,816 INFO misc.py line 135 276539] Train result: loss: 0.2271 +[2025-02-27 18:44:28,898 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:44:46,769 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0847 +[2025-02-27 18:44:46,836 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5453 +[2025-02-27 18:44:46,893 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2567 +[2025-02-27 18:44:47,517 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5283 +[2025-02-27 18:44:47,564 INFO hook.py line 289 276539] Test: [5/78] Loss 0.4069 +[2025-02-27 18:44:47,616 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5344 +[2025-02-27 18:44:47,665 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4165 +[2025-02-27 18:44:47,694 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1993 +[2025-02-27 18:44:47,746 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7156 +[2025-02-27 18:44:47,787 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6267 +[2025-02-27 18:44:47,832 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4504 +[2025-02-27 18:44:47,870 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0959 +[2025-02-27 18:44:47,925 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1143 +[2025-02-27 18:44:47,967 INFO hook.py line 289 276539] Test: [14/78] Loss 2.3024 +[2025-02-27 18:44:48,004 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9998 +[2025-02-27 18:44:48,052 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0564 +[2025-02-27 18:44:48,096 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5232 +[2025-02-27 18:44:48,134 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6652 +[2025-02-27 18:44:48,178 INFO hook.py line 289 276539] Test: [19/78] Loss 0.6924 +[2025-02-27 18:44:48,215 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4170 +[2025-02-27 18:44:48,257 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2716 +[2025-02-27 18:44:48,306 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4316 +[2025-02-27 18:44:48,344 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6067 +[2025-02-27 18:44:48,399 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6540 +[2025-02-27 18:44:48,442 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0592 +[2025-02-27 18:44:48,482 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5369 +[2025-02-27 18:44:48,532 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1913 +[2025-02-27 18:44:48,564 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2996 +[2025-02-27 18:44:48,595 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2422 +[2025-02-27 18:44:48,655 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3839 +[2025-02-27 18:44:48,711 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4870 +[2025-02-27 18:44:48,750 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4379 +[2025-02-27 18:44:48,801 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1528 +[2025-02-27 18:44:48,843 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0439 +[2025-02-27 18:44:48,883 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2741 +[2025-02-27 18:44:48,921 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9132 +[2025-02-27 18:44:48,955 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7812 +[2025-02-27 18:44:48,983 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2355 +[2025-02-27 18:44:49,052 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1864 +[2025-02-27 18:44:49,095 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3988 +[2025-02-27 18:44:49,136 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1191 +[2025-02-27 18:44:49,168 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1420 +[2025-02-27 18:44:49,204 INFO hook.py line 289 276539] Test: [43/78] Loss 0.0991 +[2025-02-27 18:44:49,264 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4635 +[2025-02-27 18:44:49,305 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6110 +[2025-02-27 18:44:49,352 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7673 +[2025-02-27 18:44:49,389 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0183 +[2025-02-27 18:44:49,419 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4433 +[2025-02-27 18:44:49,450 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8074 +[2025-02-27 18:44:49,480 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9511 +[2025-02-27 18:44:49,507 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7911 +[2025-02-27 18:44:49,538 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6531 +[2025-02-27 18:44:49,563 INFO hook.py line 289 276539] Test: [53/78] Loss 0.3196 +[2025-02-27 18:44:49,596 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9721 +[2025-02-27 18:44:49,630 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0400 +[2025-02-27 18:44:49,668 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1576 +[2025-02-27 18:44:49,698 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6795 +[2025-02-27 18:44:49,724 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4100 +[2025-02-27 18:44:49,760 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7725 +[2025-02-27 18:44:49,791 INFO hook.py line 289 276539] Test: [60/78] Loss 0.8978 +[2025-02-27 18:44:49,814 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5193 +[2025-02-27 18:44:49,846 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5362 +[2025-02-27 18:44:49,881 INFO hook.py line 289 276539] Test: [63/78] Loss 0.6947 +[2025-02-27 18:44:49,933 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0634 +[2025-02-27 18:44:49,962 INFO hook.py line 289 276539] Test: [65/78] Loss 0.6841 +[2025-02-27 18:44:50,001 INFO hook.py line 289 276539] Test: [66/78] Loss 0.6891 +[2025-02-27 18:44:50,039 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3382 +[2025-02-27 18:44:50,070 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7456 +[2025-02-27 18:44:50,098 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4249 +[2025-02-27 18:44:50,151 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8308 +[2025-02-27 18:44:50,191 INFO hook.py line 289 276539] Test: [71/78] Loss 0.5499 +[2025-02-27 18:44:50,241 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1904 +[2025-02-27 18:44:50,288 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3241 +[2025-02-27 18:44:50,330 INFO hook.py line 289 276539] Test: [74/78] Loss 1.6914 +[2025-02-27 18:44:50,380 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5483 +[2025-02-27 18:44:50,415 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8906 +[2025-02-27 18:44:50,469 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3539 +[2025-02-27 18:44:50,497 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5783 +[2025-02-27 18:44:51,821 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:44:51,821 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:44:51,821 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] wall : 0.8512 0.9482 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] floor : 0.9595 0.9844 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] cabinet : 0.6597 0.7861 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] bed : 0.8234 0.8913 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] chair : 0.9027 0.9473 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] sofa : 0.8321 0.9212 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] table : 0.7330 0.8302 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] door : 0.6605 0.7732 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] window : 0.6205 0.7411 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] bookshelf : 0.8003 0.8871 +[2025-02-27 18:44:51,821 INFO hook.py line 232 276539] picture : 0.3577 0.4558 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] counter : 0.5726 0.6583 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] desk : 0.6608 0.8245 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] curtain : 0.7362 0.8370 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] refridgerator : 0.6373 0.6849 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] shower curtain : 0.6848 0.7448 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] toilet : 0.9090 0.9586 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] sink : 0.6524 0.7569 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] bathtub : 0.8862 0.9201 +[2025-02-27 18:44:51,822 INFO hook.py line 232 276539] otherfurniture : 0.5642 0.6380 +[2025-02-27 18:44:51,822 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:44:51,822 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7252/0.8095/0.9036. +[2025-02-27 18:44:51,822 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:44:51,832 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:44:51,832 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:45:13,951 INFO hook.py line 109 276539] Train: [95/100][50/300] Data 0.003 (0.005) Batch 0.297 (0.315) Remain 00:09:11 loss: 0.1942 Lr: 5.68757e-05 +[2025-02-27 18:45:29,462 INFO hook.py line 109 276539] Train: [95/100][100/300] Data 0.004 (0.005) Batch 0.248 (0.312) Remain 00:08:51 loss: 0.2329 Lr: 5.37329e-05 +[2025-02-27 18:45:42,986 INFO hook.py line 109 276539] Train: [95/100][150/300] Data 0.002 (0.005) Batch 0.272 (0.298) Remain 00:08:12 loss: 0.2395 Lr: 5.06797e-05 +[2025-02-27 18:45:56,190 INFO hook.py line 109 276539] Train: [95/100][200/300] Data 0.006 (0.005) Batch 0.245 (0.290) Remain 00:07:43 loss: 0.5828 Lr: 4.77161e-05 +[2025-02-27 18:46:13,839 INFO hook.py line 109 276539] Train: [95/100][250/300] Data 0.004 (0.005) Batch 0.399 (0.302) Remain 00:07:48 loss: 0.1352 Lr: 4.48422e-05 +[2025-02-27 18:46:27,228 INFO hook.py line 109 276539] Train: [95/100][300/300] Data 0.001 (0.005) Batch 0.202 (0.297) Remain 00:07:24 loss: 0.3233 Lr: 4.20580e-05 +[2025-02-27 18:46:27,229 INFO misc.py line 135 276539] Train result: loss: 0.2301 +[2025-02-27 18:46:27,317 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:46:46,324 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0875 +[2025-02-27 18:46:47,008 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5739 +[2025-02-27 18:46:47,333 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2507 +[2025-02-27 18:46:47,384 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5056 +[2025-02-27 18:46:47,438 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3699 +[2025-02-27 18:46:47,622 INFO hook.py line 289 276539] Test: [6/78] Loss 1.4722 +[2025-02-27 18:46:47,684 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4043 +[2025-02-27 18:46:47,740 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1971 +[2025-02-27 18:46:47,872 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6962 +[2025-02-27 18:46:47,919 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6153 +[2025-02-27 18:46:47,972 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4450 +[2025-02-27 18:46:48,012 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1333 +[2025-02-27 18:46:48,075 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1054 +[2025-02-27 18:46:48,123 INFO hook.py line 289 276539] Test: [14/78] Loss 2.1916 +[2025-02-27 18:46:48,164 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9752 +[2025-02-27 18:46:48,212 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0546 +[2025-02-27 18:46:48,261 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5055 +[2025-02-27 18:46:48,308 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6504 +[2025-02-27 18:46:48,363 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7519 +[2025-02-27 18:46:48,410 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4345 +[2025-02-27 18:46:48,451 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2719 +[2025-02-27 18:46:48,495 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4250 +[2025-02-27 18:46:48,543 INFO hook.py line 289 276539] Test: [23/78] Loss 0.5938 +[2025-02-27 18:46:48,597 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6673 +[2025-02-27 18:46:48,654 INFO hook.py line 289 276539] Test: [25/78] Loss 1.0502 +[2025-02-27 18:46:48,708 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5582 +[2025-02-27 18:46:48,764 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0241 +[2025-02-27 18:46:48,801 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2932 +[2025-02-27 18:46:48,837 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2431 +[2025-02-27 18:46:48,888 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3546 +[2025-02-27 18:46:48,956 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4567 +[2025-02-27 18:46:49,005 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4380 +[2025-02-27 18:46:49,055 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1635 +[2025-02-27 18:46:49,106 INFO hook.py line 289 276539] Test: [34/78] Loss 1.1041 +[2025-02-27 18:46:49,151 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2678 +[2025-02-27 18:46:49,199 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9342 +[2025-02-27 18:46:49,241 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7780 +[2025-02-27 18:46:49,290 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2170 +[2025-02-27 18:46:49,369 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0979 +[2025-02-27 18:46:49,416 INFO hook.py line 289 276539] Test: [40/78] Loss 1.3990 +[2025-02-27 18:46:49,471 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1385 +[2025-02-27 18:46:49,517 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1404 +[2025-02-27 18:46:49,582 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1064 +[2025-02-27 18:46:49,637 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4729 +[2025-02-27 18:46:49,685 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6121 +[2025-02-27 18:46:49,734 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7996 +[2025-02-27 18:46:49,781 INFO hook.py line 289 276539] Test: [47/78] Loss 1.9511 +[2025-02-27 18:46:49,819 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4388 +[2025-02-27 18:46:49,853 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8038 +[2025-02-27 18:46:49,889 INFO hook.py line 289 276539] Test: [50/78] Loss 0.8916 +[2025-02-27 18:46:49,918 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8957 +[2025-02-27 18:46:49,952 INFO hook.py line 289 276539] Test: [52/78] Loss 0.7143 +[2025-02-27 18:46:49,982 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2809 +[2025-02-27 18:46:50,022 INFO hook.py line 289 276539] Test: [54/78] Loss 1.8859 +[2025-02-27 18:46:50,058 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0429 +[2025-02-27 18:46:50,098 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1666 +[2025-02-27 18:46:50,131 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7094 +[2025-02-27 18:46:50,167 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3999 +[2025-02-27 18:46:50,205 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7500 +[2025-02-27 18:46:50,240 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9077 +[2025-02-27 18:46:50,269 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5290 +[2025-02-27 18:46:50,313 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5516 +[2025-02-27 18:46:50,348 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7065 +[2025-02-27 18:46:50,403 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0578 +[2025-02-27 18:46:50,437 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7571 +[2025-02-27 18:46:50,477 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7209 +[2025-02-27 18:46:50,514 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3336 +[2025-02-27 18:46:50,550 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7298 +[2025-02-27 18:46:50,580 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4512 +[2025-02-27 18:46:50,635 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8184 +[2025-02-27 18:46:50,678 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6337 +[2025-02-27 18:46:50,732 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2015 +[2025-02-27 18:46:50,790 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3410 +[2025-02-27 18:46:50,831 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7379 +[2025-02-27 18:46:50,879 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5277 +[2025-02-27 18:46:50,914 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8621 +[2025-02-27 18:46:50,973 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3731 +[2025-02-27 18:46:51,006 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5701 +[2025-02-27 18:46:52,740 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:46:52,741 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:46:52,741 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:46:52,742 INFO hook.py line 232 276539] wall : 0.8546 0.9458 +[2025-02-27 18:46:52,742 INFO hook.py line 232 276539] floor : 0.9601 0.9839 +[2025-02-27 18:46:52,742 INFO hook.py line 232 276539] cabinet : 0.6622 0.7865 +[2025-02-27 18:46:52,742 INFO hook.py line 232 276539] bed : 0.8193 0.8878 +[2025-02-27 18:46:52,742 INFO hook.py line 232 276539] chair : 0.9038 0.9503 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] sofa : 0.8345 0.9109 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] table : 0.7279 0.8258 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] door : 0.6628 0.7747 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] window : 0.6313 0.7617 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] bookshelf : 0.7986 0.8997 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] picture : 0.3600 0.4577 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] counter : 0.5946 0.6785 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] desk : 0.6585 0.8277 +[2025-02-27 18:46:52,743 INFO hook.py line 232 276539] curtain : 0.7462 0.8514 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] refridgerator : 0.6283 0.6817 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] shower curtain : 0.7002 0.7672 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] toilet : 0.9082 0.9588 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] sink : 0.6589 0.7594 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] bathtub : 0.8843 0.9179 +[2025-02-27 18:46:52,744 INFO hook.py line 232 276539] otherfurniture : 0.5698 0.6520 +[2025-02-27 18:46:52,744 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:46:52,744 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7282/0.8140/0.9047. +[2025-02-27 18:46:52,745 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:46:52,768 INFO misc.py line 164 276539] Currently Best mIoU: 0.7286 +[2025-02-27 18:46:52,769 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:47:18,074 INFO hook.py line 109 276539] Train: [96/100][50/300] Data 0.004 (0.007) Batch 0.392 (0.366) Remain 00:08:51 loss: 0.1659 Lr: 3.93638e-05 +[2025-02-27 18:47:34,928 INFO hook.py line 109 276539] Train: [96/100][100/300] Data 0.003 (0.007) Batch 0.319 (0.351) Remain 00:08:11 loss: 0.2655 Lr: 3.67594e-05 +[2025-02-27 18:47:52,062 INFO hook.py line 109 276539] Train: [96/100][150/300] Data 0.011 (0.007) Batch 0.354 (0.348) Remain 00:07:50 loss: 0.2353 Lr: 3.42451e-05 +[2025-02-27 18:48:10,264 INFO hook.py line 109 276539] Train: [96/100][200/300] Data 0.016 (0.007) Batch 0.435 (0.352) Remain 00:07:38 loss: 0.2127 Lr: 3.18209e-05 +[2025-02-27 18:48:27,394 INFO hook.py line 109 276539] Train: [96/100][250/300] Data 0.005 (0.007) Batch 0.422 (0.350) Remain 00:07:17 loss: 0.2363 Lr: 2.94869e-05 +[2025-02-27 18:48:40,807 INFO hook.py line 109 276539] Train: [96/100][300/300] Data 0.002 (0.007) Batch 0.198 (0.337) Remain 00:06:43 loss: 0.0890 Lr: 2.72431e-05 +[2025-02-27 18:48:40,808 INFO misc.py line 135 276539] Train result: loss: 0.2298 +[2025-02-27 18:48:40,896 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:48:59,727 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0834 +[2025-02-27 18:49:00,270 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5632 +[2025-02-27 18:49:00,316 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2663 +[2025-02-27 18:49:01,191 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5126 +[2025-02-27 18:49:01,231 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3781 +[2025-02-27 18:49:01,286 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6161 +[2025-02-27 18:49:01,335 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4121 +[2025-02-27 18:49:01,376 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1959 +[2025-02-27 18:49:01,431 INFO hook.py line 289 276539] Test: [9/78] Loss 0.7128 +[2025-02-27 18:49:01,470 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5933 +[2025-02-27 18:49:01,513 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4451 +[2025-02-27 18:49:01,556 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0851 +[2025-02-27 18:49:01,608 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1402 +[2025-02-27 18:49:01,646 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2990 +[2025-02-27 18:49:01,693 INFO hook.py line 289 276539] Test: [15/78] Loss 1.0029 +[2025-02-27 18:49:01,898 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0575 +[2025-02-27 18:49:01,937 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5076 +[2025-02-27 18:49:01,973 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6433 +[2025-02-27 18:49:02,018 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7580 +[2025-02-27 18:49:02,055 INFO hook.py line 289 276539] Test: [20/78] Loss 1.3982 +[2025-02-27 18:49:02,097 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2639 +[2025-02-27 18:49:02,151 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3893 +[2025-02-27 18:49:02,193 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6163 +[2025-02-27 18:49:02,236 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6749 +[2025-02-27 18:49:02,284 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9924 +[2025-02-27 18:49:02,335 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5270 +[2025-02-27 18:49:02,385 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1181 +[2025-02-27 18:49:02,418 INFO hook.py line 289 276539] Test: [28/78] Loss 0.3025 +[2025-02-27 18:49:02,445 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2343 +[2025-02-27 18:49:02,496 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3891 +[2025-02-27 18:49:02,551 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4824 +[2025-02-27 18:49:02,589 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4483 +[2025-02-27 18:49:02,641 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1562 +[2025-02-27 18:49:02,691 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0867 +[2025-02-27 18:49:02,738 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2814 +[2025-02-27 18:49:02,783 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9153 +[2025-02-27 18:49:02,820 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7847 +[2025-02-27 18:49:02,861 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2189 +[2025-02-27 18:49:02,929 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1589 +[2025-02-27 18:49:02,974 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4194 +[2025-02-27 18:49:03,017 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1700 +[2025-02-27 18:49:03,050 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1377 +[2025-02-27 18:49:03,097 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1050 +[2025-02-27 18:49:03,150 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4657 +[2025-02-27 18:49:03,198 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5679 +[2025-02-27 18:49:03,258 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7685 +[2025-02-27 18:49:03,304 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0813 +[2025-02-27 18:49:03,336 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4125 +[2025-02-27 18:49:03,376 INFO hook.py line 289 276539] Test: [49/78] Loss 0.7825 +[2025-02-27 18:49:03,415 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9246 +[2025-02-27 18:49:03,453 INFO hook.py line 289 276539] Test: [51/78] Loss 0.9836 +[2025-02-27 18:49:03,488 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6725 +[2025-02-27 18:49:03,519 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2952 +[2025-02-27 18:49:03,552 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9517 +[2025-02-27 18:49:03,588 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0409 +[2025-02-27 18:49:03,629 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1604 +[2025-02-27 18:49:03,661 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6610 +[2025-02-27 18:49:03,687 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3829 +[2025-02-27 18:49:03,723 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7549 +[2025-02-27 18:49:03,756 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9273 +[2025-02-27 18:49:03,779 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5139 +[2025-02-27 18:49:03,813 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5372 +[2025-02-27 18:49:03,847 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7454 +[2025-02-27 18:49:03,901 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0311 +[2025-02-27 18:49:03,930 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7102 +[2025-02-27 18:49:03,969 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7326 +[2025-02-27 18:49:04,011 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3920 +[2025-02-27 18:49:04,056 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7361 +[2025-02-27 18:49:04,094 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4678 +[2025-02-27 18:49:04,148 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8305 +[2025-02-27 18:49:04,190 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6305 +[2025-02-27 18:49:04,245 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1996 +[2025-02-27 18:49:04,294 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3401 +[2025-02-27 18:49:04,335 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7654 +[2025-02-27 18:49:04,383 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5757 +[2025-02-27 18:49:04,411 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8951 +[2025-02-27 18:49:04,466 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3659 +[2025-02-27 18:49:04,492 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5518 +[2025-02-27 18:49:06,015 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:49:06,015 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:49:06,015 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] wall : 0.8533 0.9473 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] floor : 0.9598 0.9838 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] cabinet : 0.6614 0.7886 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] bed : 0.8182 0.8849 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] chair : 0.9041 0.9506 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] sofa : 0.8399 0.9140 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] table : 0.7263 0.8247 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] door : 0.6635 0.7770 +[2025-02-27 18:49:06,016 INFO hook.py line 232 276539] window : 0.6244 0.7512 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] bookshelf : 0.7939 0.8953 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] picture : 0.3603 0.4566 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] counter : 0.6000 0.7007 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] desk : 0.6579 0.8279 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] curtain : 0.7387 0.8294 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] refridgerator : 0.6421 0.6972 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] shower curtain : 0.7113 0.7748 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] toilet : 0.9113 0.9580 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] sink : 0.6609 0.7553 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] bathtub : 0.8812 0.9198 +[2025-02-27 18:49:06,017 INFO hook.py line 232 276539] otherfurniture : 0.5647 0.6395 +[2025-02-27 18:49:06,018 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:49:06,018 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7287/0.8138/0.9042. +[2025-02-27 18:49:06,019 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:49:06,036 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7287 +[2025-02-27 18:49:06,036 INFO misc.py line 164 276539] Currently Best mIoU: 0.7287 +[2025-02-27 18:49:06,036 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:49:30,848 INFO hook.py line 109 276539] Train: [97/100][50/300] Data 0.004 (0.006) Batch 0.287 (0.331) Remain 00:06:21 loss: 0.2274 Lr: 2.50896e-05 +[2025-02-27 18:49:46,490 INFO hook.py line 109 276539] Train: [97/100][100/300] Data 0.004 (0.006) Batch 0.286 (0.322) Remain 00:05:53 loss: 0.1379 Lr: 2.30265e-05 +[2025-02-27 18:50:01,576 INFO hook.py line 109 276539] Train: [97/100][150/300] Data 0.003 (0.006) Batch 0.285 (0.315) Remain 00:05:30 loss: 0.1764 Lr: 2.10539e-05 +[2025-02-27 18:50:16,212 INFO hook.py line 109 276539] Train: [97/100][200/300] Data 0.006 (0.005) Batch 0.336 (0.309) Remain 00:05:09 loss: 0.2027 Lr: 1.91717e-05 +[2025-02-27 18:50:31,660 INFO hook.py line 109 276539] Train: [97/100][250/300] Data 0.005 (0.006) Batch 0.296 (0.309) Remain 00:04:53 loss: 0.2727 Lr: 1.73801e-05 +[2025-02-27 18:50:43,500 INFO hook.py line 109 276539] Train: [97/100][300/300] Data 0.002 (0.005) Batch 0.193 (0.297) Remain 00:04:27 loss: 0.1360 Lr: 1.56791e-05 +[2025-02-27 18:50:43,500 INFO misc.py line 135 276539] Train result: loss: 0.2286 +[2025-02-27 18:50:43,589 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:50:58,270 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0869 +[2025-02-27 18:50:59,357 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5539 +[2025-02-27 18:50:59,753 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2649 +[2025-02-27 18:51:00,345 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5032 +[2025-02-27 18:51:00,394 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3607 +[2025-02-27 18:51:00,449 INFO hook.py line 289 276539] Test: [6/78] Loss 1.6032 +[2025-02-27 18:51:00,509 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4031 +[2025-02-27 18:51:00,547 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1951 +[2025-02-27 18:51:00,593 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6822 +[2025-02-27 18:51:00,632 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6879 +[2025-02-27 18:51:00,691 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4587 +[2025-02-27 18:51:00,735 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1382 +[2025-02-27 18:51:00,788 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1531 +[2025-02-27 18:51:00,836 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2288 +[2025-02-27 18:51:00,885 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9840 +[2025-02-27 18:51:00,933 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0549 +[2025-02-27 18:51:00,977 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4968 +[2025-02-27 18:51:01,019 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6343 +[2025-02-27 18:51:01,071 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7789 +[2025-02-27 18:51:01,124 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4572 +[2025-02-27 18:51:01,168 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2716 +[2025-02-27 18:51:01,212 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3698 +[2025-02-27 18:51:01,257 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6100 +[2025-02-27 18:51:01,303 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6743 +[2025-02-27 18:51:01,349 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9994 +[2025-02-27 18:51:01,393 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5388 +[2025-02-27 18:51:01,443 INFO hook.py line 289 276539] Test: [27/78] Loss 1.0990 +[2025-02-27 18:51:01,488 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2812 +[2025-02-27 18:51:01,525 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2385 +[2025-02-27 18:51:01,587 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3984 +[2025-02-27 18:51:01,649 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4573 +[2025-02-27 18:51:01,693 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4558 +[2025-02-27 18:51:01,753 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1652 +[2025-02-27 18:51:01,806 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0788 +[2025-02-27 18:51:01,857 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2695 +[2025-02-27 18:51:01,912 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9230 +[2025-02-27 18:51:01,960 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7687 +[2025-02-27 18:51:01,989 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2086 +[2025-02-27 18:51:02,048 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1285 +[2025-02-27 18:51:02,095 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4121 +[2025-02-27 18:51:02,148 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1612 +[2025-02-27 18:51:02,189 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1423 +[2025-02-27 18:51:02,229 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1044 +[2025-02-27 18:51:02,294 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4695 +[2025-02-27 18:51:02,327 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6221 +[2025-02-27 18:51:02,373 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7724 +[2025-02-27 18:51:02,409 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0800 +[2025-02-27 18:51:02,441 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4300 +[2025-02-27 18:51:02,476 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8420 +[2025-02-27 18:51:02,508 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9253 +[2025-02-27 18:51:02,537 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8649 +[2025-02-27 18:51:02,571 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6985 +[2025-02-27 18:51:02,598 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2731 +[2025-02-27 18:51:02,634 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9640 +[2025-02-27 18:51:02,673 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0419 +[2025-02-27 18:51:02,722 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1690 +[2025-02-27 18:51:02,755 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6844 +[2025-02-27 18:51:02,781 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3958 +[2025-02-27 18:51:02,818 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7492 +[2025-02-27 18:51:02,852 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9189 +[2025-02-27 18:51:02,881 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5021 +[2025-02-27 18:51:02,914 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5499 +[2025-02-27 18:51:02,949 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7376 +[2025-02-27 18:51:03,004 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0129 +[2025-02-27 18:51:03,032 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7734 +[2025-02-27 18:51:03,075 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7381 +[2025-02-27 18:51:03,115 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3764 +[2025-02-27 18:51:03,150 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7528 +[2025-02-27 18:51:03,188 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4706 +[2025-02-27 18:51:03,250 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8552 +[2025-02-27 18:51:03,292 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6316 +[2025-02-27 18:51:03,342 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2014 +[2025-02-27 18:51:03,390 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3376 +[2025-02-27 18:51:03,433 INFO hook.py line 289 276539] Test: [74/78] Loss 1.8188 +[2025-02-27 18:51:03,494 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5245 +[2025-02-27 18:51:03,535 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8381 +[2025-02-27 18:51:03,590 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4188 +[2025-02-27 18:51:03,617 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5519 +[2025-02-27 18:51:05,530 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:51:05,530 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:51:05,531 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] wall : 0.8530 0.9468 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] floor : 0.9600 0.9837 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] cabinet : 0.6657 0.7848 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] bed : 0.8182 0.8870 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] chair : 0.9043 0.9497 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] sofa : 0.8373 0.9145 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] table : 0.7293 0.8289 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] door : 0.6613 0.7766 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] window : 0.6299 0.7599 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] bookshelf : 0.7967 0.8984 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] picture : 0.3584 0.4582 +[2025-02-27 18:51:05,531 INFO hook.py line 232 276539] counter : 0.6006 0.7013 +[2025-02-27 18:51:05,535 INFO hook.py line 232 276539] desk : 0.6610 0.8282 +[2025-02-27 18:51:05,535 INFO hook.py line 232 276539] curtain : 0.7396 0.8345 +[2025-02-27 18:51:05,535 INFO hook.py line 232 276539] refridgerator : 0.6378 0.6970 +[2025-02-27 18:51:05,536 INFO hook.py line 232 276539] shower curtain : 0.7041 0.7640 +[2025-02-27 18:51:05,536 INFO hook.py line 232 276539] toilet : 0.9112 0.9582 +[2025-02-27 18:51:05,536 INFO hook.py line 232 276539] sink : 0.6627 0.7579 +[2025-02-27 18:51:05,536 INFO hook.py line 232 276539] bathtub : 0.8794 0.9176 +[2025-02-27 18:51:05,536 INFO hook.py line 232 276539] otherfurniture : 0.5647 0.6389 +[2025-02-27 18:51:05,536 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:51:05,536 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7288/0.8143/0.9044. +[2025-02-27 18:51:05,537 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:51:05,565 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7288 +[2025-02-27 18:51:05,566 INFO misc.py line 164 276539] Currently Best mIoU: 0.7288 +[2025-02-27 18:51:05,566 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:51:31,341 INFO hook.py line 109 276539] Train: [98/100][50/300] Data 0.004 (0.007) Batch 0.324 (0.345) Remain 00:04:53 loss: 0.1820 Lr: 1.40688e-05 +[2025-02-27 18:51:48,801 INFO hook.py line 109 276539] Train: [98/100][100/300] Data 0.003 (0.006) Batch 0.289 (0.347) Remain 00:04:37 loss: 0.1743 Lr: 1.25492e-05 +[2025-02-27 18:52:06,936 INFO hook.py line 109 276539] Train: [98/100][150/300] Data 0.003 (0.006) Batch 0.356 (0.352) Remain 00:04:24 loss: 0.1765 Lr: 1.11204e-05 +[2025-02-27 18:52:24,811 INFO hook.py line 109 276539] Train: [98/100][200/300] Data 0.004 (0.006) Batch 0.355 (0.354) Remain 00:04:07 loss: 0.2892 Lr: 9.78233e-06 +[2025-02-27 18:52:42,661 INFO hook.py line 109 276539] Train: [98/100][250/300] Data 0.011 (0.007) Batch 0.407 (0.354) Remain 00:03:50 loss: 0.1601 Lr: 8.53513e-06 +[2025-02-27 18:52:56,107 INFO hook.py line 109 276539] Train: [98/100][300/300] Data 0.002 (0.006) Batch 0.213 (0.340) Remain 00:03:23 loss: 0.2937 Lr: 7.37882e-06 +[2025-02-27 18:52:56,108 INFO misc.py line 135 276539] Train result: loss: 0.2356 +[2025-02-27 18:52:56,193 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:53:14,825 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0840 +[2025-02-27 18:53:14,996 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5492 +[2025-02-27 18:53:15,064 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2542 +[2025-02-27 18:53:15,396 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5193 +[2025-02-27 18:53:15,487 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3656 +[2025-02-27 18:53:15,573 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5742 +[2025-02-27 18:53:15,759 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4086 +[2025-02-27 18:53:16,710 INFO hook.py line 289 276539] Test: [8/78] Loss 0.1967 +[2025-02-27 18:53:16,759 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6990 +[2025-02-27 18:53:16,805 INFO hook.py line 289 276539] Test: [10/78] Loss 0.6169 +[2025-02-27 18:53:16,848 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4395 +[2025-02-27 18:53:16,880 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1220 +[2025-02-27 18:53:16,928 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1494 +[2025-02-27 18:53:16,972 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2764 +[2025-02-27 18:53:17,015 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9793 +[2025-02-27 18:53:17,062 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0538 +[2025-02-27 18:53:17,113 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4997 +[2025-02-27 18:53:17,158 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6436 +[2025-02-27 18:53:17,202 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7277 +[2025-02-27 18:53:17,250 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4223 +[2025-02-27 18:53:17,296 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2747 +[2025-02-27 18:53:17,342 INFO hook.py line 289 276539] Test: [22/78] Loss 1.3861 +[2025-02-27 18:53:17,384 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6154 +[2025-02-27 18:53:17,443 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6603 +[2025-02-27 18:53:17,497 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9963 +[2025-02-27 18:53:17,541 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5570 +[2025-02-27 18:53:17,591 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1334 +[2025-02-27 18:53:17,630 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2853 +[2025-02-27 18:53:17,672 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2391 +[2025-02-27 18:53:17,728 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3765 +[2025-02-27 18:53:17,789 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4576 +[2025-02-27 18:53:17,824 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4971 +[2025-02-27 18:53:17,889 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1717 +[2025-02-27 18:53:17,930 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0638 +[2025-02-27 18:53:17,979 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2817 +[2025-02-27 18:53:18,032 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9139 +[2025-02-27 18:53:18,077 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7896 +[2025-02-27 18:53:18,122 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2053 +[2025-02-27 18:53:18,188 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0608 +[2025-02-27 18:53:18,232 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4090 +[2025-02-27 18:53:18,284 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1510 +[2025-02-27 18:53:18,319 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1448 +[2025-02-27 18:53:18,353 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1077 +[2025-02-27 18:53:18,414 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4664 +[2025-02-27 18:53:18,460 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6201 +[2025-02-27 18:53:18,508 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7719 +[2025-02-27 18:53:18,547 INFO hook.py line 289 276539] Test: [47/78] Loss 2.1009 +[2025-02-27 18:53:18,591 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4107 +[2025-02-27 18:53:18,624 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8313 +[2025-02-27 18:53:18,663 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9299 +[2025-02-27 18:53:18,713 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8810 +[2025-02-27 18:53:18,746 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6608 +[2025-02-27 18:53:18,779 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2690 +[2025-02-27 18:53:18,820 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9896 +[2025-02-27 18:53:18,856 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0416 +[2025-02-27 18:53:18,895 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1682 +[2025-02-27 18:53:18,926 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6710 +[2025-02-27 18:53:18,953 INFO hook.py line 289 276539] Test: [58/78] Loss 0.4130 +[2025-02-27 18:53:18,991 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7446 +[2025-02-27 18:53:19,028 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9215 +[2025-02-27 18:53:19,054 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5077 +[2025-02-27 18:53:19,086 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5731 +[2025-02-27 18:53:19,121 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7368 +[2025-02-27 18:53:19,176 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0252 +[2025-02-27 18:53:19,204 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7625 +[2025-02-27 18:53:19,244 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7289 +[2025-02-27 18:53:19,281 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3545 +[2025-02-27 18:53:19,314 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7480 +[2025-02-27 18:53:19,347 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4676 +[2025-02-27 18:53:19,408 INFO hook.py line 289 276539] Test: [70/78] Loss 0.7440 +[2025-02-27 18:53:19,450 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6543 +[2025-02-27 18:53:19,500 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1953 +[2025-02-27 18:53:19,548 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3468 +[2025-02-27 18:53:19,590 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7571 +[2025-02-27 18:53:19,639 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5397 +[2025-02-27 18:53:19,667 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8592 +[2025-02-27 18:53:19,722 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3760 +[2025-02-27 18:53:19,748 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5733 +[2025-02-27 18:53:21,216 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:53:21,216 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:53:21,216 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:53:21,216 INFO hook.py line 232 276539] wall : 0.8528 0.9475 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] floor : 0.9598 0.9839 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] cabinet : 0.6640 0.7867 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] bed : 0.8181 0.8861 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] chair : 0.9040 0.9496 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] sofa : 0.8376 0.9154 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] table : 0.7283 0.8268 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] door : 0.6646 0.7745 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] window : 0.6290 0.7611 +[2025-02-27 18:53:21,217 INFO hook.py line 232 276539] bookshelf : 0.7958 0.8993 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] picture : 0.3595 0.4514 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] counter : 0.5976 0.6972 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] desk : 0.6598 0.8267 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] curtain : 0.7408 0.8344 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] refridgerator : 0.6348 0.6898 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] shower curtain : 0.7064 0.7676 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] toilet : 0.9088 0.9576 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] sink : 0.6593 0.7542 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] bathtub : 0.8816 0.9192 +[2025-02-27 18:53:21,218 INFO hook.py line 232 276539] otherfurniture : 0.5648 0.6370 +[2025-02-27 18:53:21,218 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:53:21,219 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7284/0.8133/0.9044. +[2025-02-27 18:53:21,219 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:53:21,233 INFO misc.py line 164 276539] Currently Best mIoU: 0.7288 +[2025-02-27 18:53:21,233 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:53:46,422 INFO hook.py line 109 276539] Train: [99/100][50/300] Data 0.003 (0.007) Batch 0.349 (0.354) Remain 00:03:14 loss: 0.1850 Lr: 6.31342e-06 +[2025-02-27 18:54:04,335 INFO hook.py line 109 276539] Train: [99/100][100/300] Data 0.004 (0.007) Batch 0.314 (0.356) Remain 00:02:58 loss: 0.3158 Lr: 5.33897e-06 +[2025-02-27 18:54:21,785 INFO hook.py line 109 276539] Train: [99/100][150/300] Data 0.014 (0.006) Batch 0.358 (0.354) Remain 00:02:39 loss: 0.2662 Lr: 4.45550e-06 +[2025-02-27 18:54:37,546 INFO hook.py line 109 276539] Train: [99/100][200/300] Data 0.005 (0.006) Batch 0.301 (0.344) Remain 00:02:17 loss: 0.3161 Lr: 3.66303e-06 +[2025-02-27 18:54:52,681 INFO hook.py line 109 276539] Train: [99/100][250/300] Data 0.003 (0.006) Batch 0.279 (0.336) Remain 00:01:57 loss: 0.2566 Lr: 2.96160e-06 +[2025-02-27 18:55:04,636 INFO hook.py line 109 276539] Train: [99/100][300/300] Data 0.002 (0.005) Batch 0.211 (0.319) Remain 00:01:35 loss: 0.2539 Lr: 2.35121e-06 +[2025-02-27 18:55:04,637 INFO misc.py line 135 276539] Train result: loss: 0.2293 +[2025-02-27 18:55:04,726 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:55:22,656 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0850 +[2025-02-27 18:55:22,705 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5663 +[2025-02-27 18:55:22,789 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2413 +[2025-02-27 18:55:23,394 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5092 +[2025-02-27 18:55:24,503 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3617 +[2025-02-27 18:55:24,570 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5643 +[2025-02-27 18:55:24,617 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4066 +[2025-02-27 18:55:24,651 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2007 +[2025-02-27 18:55:24,692 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6894 +[2025-02-27 18:55:24,727 INFO hook.py line 289 276539] Test: [10/78] Loss 0.5955 +[2025-02-27 18:55:24,769 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4437 +[2025-02-27 18:55:24,803 INFO hook.py line 289 276539] Test: [12/78] Loss 1.1201 +[2025-02-27 18:55:24,854 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1255 +[2025-02-27 18:55:24,888 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2340 +[2025-02-27 18:55:24,925 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9923 +[2025-02-27 18:55:24,966 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0604 +[2025-02-27 18:55:25,002 INFO hook.py line 289 276539] Test: [17/78] Loss 0.4863 +[2025-02-27 18:55:25,042 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6399 +[2025-02-27 18:55:25,086 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7700 +[2025-02-27 18:55:25,125 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4414 +[2025-02-27 18:55:25,158 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2708 +[2025-02-27 18:55:25,194 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4273 +[2025-02-27 18:55:25,221 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6145 +[2025-02-27 18:55:25,270 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6705 +[2025-02-27 18:55:25,309 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9743 +[2025-02-27 18:55:25,344 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5395 +[2025-02-27 18:55:25,394 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1148 +[2025-02-27 18:55:25,431 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2876 +[2025-02-27 18:55:25,461 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2424 +[2025-02-27 18:55:25,512 INFO hook.py line 289 276539] Test: [30/78] Loss 0.3866 +[2025-02-27 18:55:25,565 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4674 +[2025-02-27 18:55:25,597 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4250 +[2025-02-27 18:55:25,645 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1599 +[2025-02-27 18:55:25,680 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0738 +[2025-02-27 18:55:25,714 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2764 +[2025-02-27 18:55:25,753 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9332 +[2025-02-27 18:55:25,789 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7847 +[2025-02-27 18:55:25,822 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2130 +[2025-02-27 18:55:25,881 INFO hook.py line 289 276539] Test: [39/78] Loss 1.1080 +[2025-02-27 18:55:25,926 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4115 +[2025-02-27 18:55:25,967 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1519 +[2025-02-27 18:55:25,993 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1485 +[2025-02-27 18:55:26,026 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1088 +[2025-02-27 18:55:26,079 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4585 +[2025-02-27 18:55:26,109 INFO hook.py line 289 276539] Test: [45/78] Loss 0.6135 +[2025-02-27 18:55:26,153 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7730 +[2025-02-27 18:55:26,189 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0225 +[2025-02-27 18:55:26,220 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4312 +[2025-02-27 18:55:26,249 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8396 +[2025-02-27 18:55:26,277 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9321 +[2025-02-27 18:55:26,303 INFO hook.py line 289 276539] Test: [51/78] Loss 0.8384 +[2025-02-27 18:55:26,334 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6628 +[2025-02-27 18:55:26,359 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2938 +[2025-02-27 18:55:26,391 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9867 +[2025-02-27 18:55:26,424 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0426 +[2025-02-27 18:55:26,461 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1699 +[2025-02-27 18:55:26,489 INFO hook.py line 289 276539] Test: [57/78] Loss 0.7018 +[2025-02-27 18:55:26,512 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3912 +[2025-02-27 18:55:26,547 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7331 +[2025-02-27 18:55:26,577 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9347 +[2025-02-27 18:55:26,599 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5096 +[2025-02-27 18:55:26,630 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5550 +[2025-02-27 18:55:26,662 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7224 +[2025-02-27 18:55:26,713 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0180 +[2025-02-27 18:55:26,739 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7478 +[2025-02-27 18:55:26,775 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7542 +[2025-02-27 18:55:26,810 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3617 +[2025-02-27 18:55:26,840 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7886 +[2025-02-27 18:55:26,866 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4722 +[2025-02-27 18:55:26,917 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8236 +[2025-02-27 18:55:26,956 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6320 +[2025-02-27 18:55:27,004 INFO hook.py line 289 276539] Test: [72/78] Loss 0.1952 +[2025-02-27 18:55:27,050 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3504 +[2025-02-27 18:55:27,087 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7522 +[2025-02-27 18:55:27,132 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5240 +[2025-02-27 18:55:27,157 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8597 +[2025-02-27 18:55:27,210 INFO hook.py line 289 276539] Test: [77/78] Loss 0.3822 +[2025-02-27 18:55:27,234 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5660 +[2025-02-27 18:55:28,370 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:55:28,371 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:55:28,371 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:55:28,371 INFO hook.py line 232 276539] wall : 0.8535 0.9475 +[2025-02-27 18:55:28,371 INFO hook.py line 232 276539] floor : 0.9598 0.9837 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] cabinet : 0.6659 0.7915 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] bed : 0.8175 0.8858 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] chair : 0.9045 0.9500 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] sofa : 0.8393 0.9137 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] table : 0.7294 0.8288 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] door : 0.6672 0.7774 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] window : 0.6287 0.7585 +[2025-02-27 18:55:28,372 INFO hook.py line 232 276539] bookshelf : 0.7942 0.9003 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] picture : 0.3586 0.4502 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] counter : 0.5938 0.6918 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] desk : 0.6592 0.8241 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] curtain : 0.7426 0.8394 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] refridgerator : 0.6393 0.6956 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] shower curtain : 0.6998 0.7636 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] toilet : 0.9067 0.9574 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] sink : 0.6600 0.7566 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] bathtub : 0.8796 0.9181 +[2025-02-27 18:55:28,373 INFO hook.py line 232 276539] otherfurniture : 0.5646 0.6360 +[2025-02-27 18:55:28,373 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:55:28,373 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7282/0.8135/0.9047. +[2025-02-27 18:55:28,374 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:55:28,385 INFO misc.py line 164 276539] Currently Best mIoU: 0.7288 +[2025-02-27 18:55:28,385 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:55:49,390 INFO hook.py line 109 276539] Train: [100/100][50/300] Data 0.004 (0.005) Batch 0.313 (0.295) Remain 00:01:13 loss: 0.3975 Lr: 1.83190e-06 +[2025-02-27 18:56:07,394 INFO hook.py line 109 276539] Train: [100/100][100/300] Data 0.004 (0.006) Batch 0.375 (0.329) Remain 00:01:05 loss: 0.0814 Lr: 1.40367e-06 +[2025-02-27 18:56:24,860 INFO hook.py line 109 276539] Train: [100/100][150/300] Data 0.004 (0.006) Batch 0.329 (0.336) Remain 00:00:50 loss: 0.3297 Lr: 1.06654e-06 +[2025-02-27 18:56:43,239 INFO hook.py line 109 276539] Train: [100/100][200/300] Data 0.008 (0.006) Batch 0.331 (0.344) Remain 00:00:34 loss: 0.1710 Lr: 8.20515e-07 +[2025-02-27 18:57:00,866 INFO hook.py line 109 276539] Train: [100/100][250/300] Data 0.005 (0.006) Batch 0.308 (0.346) Remain 00:00:17 loss: 0.1819 Lr: 6.65608e-07 +[2025-02-27 18:57:14,741 INFO hook.py line 109 276539] Train: [100/100][300/300] Data 0.002 (0.006) Batch 0.222 (0.334) Remain 00:00:00 loss: 0.2049 Lr: 6.01822e-07 +[2025-02-27 18:57:14,742 INFO misc.py line 135 276539] Train result: loss: 0.2290 +[2025-02-27 18:57:14,835 INFO hook.py line 242 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:57:34,404 INFO hook.py line 289 276539] Test: [1/78] Loss 0.0868 +[2025-02-27 18:57:34,469 INFO hook.py line 289 276539] Test: [2/78] Loss 0.5418 +[2025-02-27 18:57:34,524 INFO hook.py line 289 276539] Test: [3/78] Loss 0.2449 +[2025-02-27 18:57:34,583 INFO hook.py line 289 276539] Test: [4/78] Loss 0.5134 +[2025-02-27 18:57:34,628 INFO hook.py line 289 276539] Test: [5/78] Loss 0.3767 +[2025-02-27 18:57:34,823 INFO hook.py line 289 276539] Test: [6/78] Loss 1.5674 +[2025-02-27 18:57:34,899 INFO hook.py line 289 276539] Test: [7/78] Loss 0.4252 +[2025-02-27 18:57:34,948 INFO hook.py line 289 276539] Test: [8/78] Loss 0.2010 +[2025-02-27 18:57:35,158 INFO hook.py line 289 276539] Test: [9/78] Loss 0.6859 +[2025-02-27 18:57:35,993 INFO hook.py line 289 276539] Test: [10/78] Loss 0.7210 +[2025-02-27 18:57:36,035 INFO hook.py line 289 276539] Test: [11/78] Loss 0.4303 +[2025-02-27 18:57:36,081 INFO hook.py line 289 276539] Test: [12/78] Loss 1.0984 +[2025-02-27 18:57:36,136 INFO hook.py line 289 276539] Test: [13/78] Loss 1.1502 +[2025-02-27 18:57:36,180 INFO hook.py line 289 276539] Test: [14/78] Loss 2.2314 +[2025-02-27 18:57:36,220 INFO hook.py line 289 276539] Test: [15/78] Loss 0.9874 +[2025-02-27 18:57:36,270 INFO hook.py line 289 276539] Test: [16/78] Loss 0.0541 +[2025-02-27 18:57:36,314 INFO hook.py line 289 276539] Test: [17/78] Loss 0.5178 +[2025-02-27 18:57:36,363 INFO hook.py line 289 276539] Test: [18/78] Loss 0.6446 +[2025-02-27 18:57:36,417 INFO hook.py line 289 276539] Test: [19/78] Loss 0.7672 +[2025-02-27 18:57:36,458 INFO hook.py line 289 276539] Test: [20/78] Loss 1.4225 +[2025-02-27 18:57:36,493 INFO hook.py line 289 276539] Test: [21/78] Loss 0.2719 +[2025-02-27 18:57:36,532 INFO hook.py line 289 276539] Test: [22/78] Loss 1.4107 +[2025-02-27 18:57:36,568 INFO hook.py line 289 276539] Test: [23/78] Loss 0.6022 +[2025-02-27 18:57:36,610 INFO hook.py line 289 276539] Test: [24/78] Loss 0.6688 +[2025-02-27 18:57:36,655 INFO hook.py line 289 276539] Test: [25/78] Loss 0.9857 +[2025-02-27 18:57:36,708 INFO hook.py line 289 276539] Test: [26/78] Loss 0.5294 +[2025-02-27 18:57:36,758 INFO hook.py line 289 276539] Test: [27/78] Loss 1.1009 +[2025-02-27 18:57:36,792 INFO hook.py line 289 276539] Test: [28/78] Loss 0.2881 +[2025-02-27 18:57:36,826 INFO hook.py line 289 276539] Test: [29/78] Loss 0.2458 +[2025-02-27 18:57:36,885 INFO hook.py line 289 276539] Test: [30/78] Loss 0.4015 +[2025-02-27 18:57:36,940 INFO hook.py line 289 276539] Test: [31/78] Loss 0.4423 +[2025-02-27 18:57:36,973 INFO hook.py line 289 276539] Test: [32/78] Loss 0.4146 +[2025-02-27 18:57:37,024 INFO hook.py line 289 276539] Test: [33/78] Loss 0.1671 +[2025-02-27 18:57:37,069 INFO hook.py line 289 276539] Test: [34/78] Loss 1.0924 +[2025-02-27 18:57:37,110 INFO hook.py line 289 276539] Test: [35/78] Loss 0.2691 +[2025-02-27 18:57:37,154 INFO hook.py line 289 276539] Test: [36/78] Loss 0.9012 +[2025-02-27 18:57:37,201 INFO hook.py line 289 276539] Test: [37/78] Loss 0.7963 +[2025-02-27 18:57:37,232 INFO hook.py line 289 276539] Test: [38/78] Loss 0.2240 +[2025-02-27 18:57:37,294 INFO hook.py line 289 276539] Test: [39/78] Loss 1.0523 +[2025-02-27 18:57:37,337 INFO hook.py line 289 276539] Test: [40/78] Loss 1.4072 +[2025-02-27 18:57:37,380 INFO hook.py line 289 276539] Test: [41/78] Loss 1.1450 +[2025-02-27 18:57:37,420 INFO hook.py line 289 276539] Test: [42/78] Loss 0.1384 +[2025-02-27 18:57:37,460 INFO hook.py line 289 276539] Test: [43/78] Loss 0.1073 +[2025-02-27 18:57:37,523 INFO hook.py line 289 276539] Test: [44/78] Loss 0.4645 +[2025-02-27 18:57:37,563 INFO hook.py line 289 276539] Test: [45/78] Loss 0.5950 +[2025-02-27 18:57:37,614 INFO hook.py line 289 276539] Test: [46/78] Loss 0.7747 +[2025-02-27 18:57:37,659 INFO hook.py line 289 276539] Test: [47/78] Loss 2.0577 +[2025-02-27 18:57:37,692 INFO hook.py line 289 276539] Test: [48/78] Loss 0.4350 +[2025-02-27 18:57:37,731 INFO hook.py line 289 276539] Test: [49/78] Loss 0.8288 +[2025-02-27 18:57:37,766 INFO hook.py line 289 276539] Test: [50/78] Loss 0.9354 +[2025-02-27 18:57:37,794 INFO hook.py line 289 276539] Test: [51/78] Loss 0.7929 +[2025-02-27 18:57:37,828 INFO hook.py line 289 276539] Test: [52/78] Loss 0.6590 +[2025-02-27 18:57:37,853 INFO hook.py line 289 276539] Test: [53/78] Loss 0.2820 +[2025-02-27 18:57:37,887 INFO hook.py line 289 276539] Test: [54/78] Loss 1.9805 +[2025-02-27 18:57:37,922 INFO hook.py line 289 276539] Test: [55/78] Loss 0.0416 +[2025-02-27 18:57:37,962 INFO hook.py line 289 276539] Test: [56/78] Loss 0.1681 +[2025-02-27 18:57:37,994 INFO hook.py line 289 276539] Test: [57/78] Loss 0.6798 +[2025-02-27 18:57:38,020 INFO hook.py line 289 276539] Test: [58/78] Loss 0.3874 +[2025-02-27 18:57:38,058 INFO hook.py line 289 276539] Test: [59/78] Loss 0.7287 +[2025-02-27 18:57:38,092 INFO hook.py line 289 276539] Test: [60/78] Loss 0.9408 +[2025-02-27 18:57:38,119 INFO hook.py line 289 276539] Test: [61/78] Loss 0.5195 +[2025-02-27 18:57:38,153 INFO hook.py line 289 276539] Test: [62/78] Loss 0.5640 +[2025-02-27 18:57:38,188 INFO hook.py line 289 276539] Test: [63/78] Loss 0.7397 +[2025-02-27 18:57:38,242 INFO hook.py line 289 276539] Test: [64/78] Loss 1.0492 +[2025-02-27 18:57:38,271 INFO hook.py line 289 276539] Test: [65/78] Loss 0.7409 +[2025-02-27 18:57:38,310 INFO hook.py line 289 276539] Test: [66/78] Loss 0.7221 +[2025-02-27 18:57:38,348 INFO hook.py line 289 276539] Test: [67/78] Loss 0.3636 +[2025-02-27 18:57:38,380 INFO hook.py line 289 276539] Test: [68/78] Loss 0.7546 +[2025-02-27 18:57:38,411 INFO hook.py line 289 276539] Test: [69/78] Loss 0.4749 +[2025-02-27 18:57:38,467 INFO hook.py line 289 276539] Test: [70/78] Loss 0.8444 +[2025-02-27 18:57:38,508 INFO hook.py line 289 276539] Test: [71/78] Loss 0.6509 +[2025-02-27 18:57:38,559 INFO hook.py line 289 276539] Test: [72/78] Loss 0.2004 +[2025-02-27 18:57:38,608 INFO hook.py line 289 276539] Test: [73/78] Loss 0.3406 +[2025-02-27 18:57:38,648 INFO hook.py line 289 276539] Test: [74/78] Loss 1.7418 +[2025-02-27 18:57:38,697 INFO hook.py line 289 276539] Test: [75/78] Loss 0.5289 +[2025-02-27 18:57:38,725 INFO hook.py line 289 276539] Test: [76/78] Loss 0.8236 +[2025-02-27 18:57:38,781 INFO hook.py line 289 276539] Test: [77/78] Loss 0.4020 +[2025-02-27 18:57:38,807 INFO hook.py line 289 276539] Test: [78/78] Loss 0.5610 +[2025-02-27 18:57:40,228 INFO hook.py line 217 276539] ######################################## +[2025-02-27 18:57:40,228 INFO hook.py line 222 276539] what : mIoU Acc +[2025-02-27 18:57:40,228 INFO hook.py line 223 276539] ######################################## +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] wall : 0.8534 0.9466 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] floor : 0.9600 0.9839 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] cabinet : 0.6645 0.7882 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] bed : 0.8174 0.8865 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] chair : 0.9049 0.9503 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] sofa : 0.8402 0.9146 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] table : 0.7307 0.8304 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] door : 0.6615 0.7735 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] window : 0.6310 0.7637 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] bookshelf : 0.7959 0.9000 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] picture : 0.3570 0.4517 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] counter : 0.5968 0.6946 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] desk : 0.6607 0.8251 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] curtain : 0.7433 0.8402 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] refridgerator : 0.6379 0.6949 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] shower curtain : 0.7059 0.7685 +[2025-02-27 18:57:40,228 INFO hook.py line 232 276539] toilet : 0.9088 0.9578 +[2025-02-27 18:57:40,229 INFO hook.py line 232 276539] sink : 0.6590 0.7581 +[2025-02-27 18:57:40,229 INFO hook.py line 232 276539] bathtub : 0.8811 0.9195 +[2025-02-27 18:57:40,229 INFO hook.py line 232 276539] otherfurniture : 0.5655 0.6387 +[2025-02-27 18:57:40,229 INFO hook.py line 233 276539] ######################################## +[2025-02-27 18:57:40,229 INFO hook.py line 234 276539] Overall: mIoU/mAcc/allAcc 0.7288/0.8143/0.9047. +[2025-02-27 18:57:40,229 INFO hook.py line 306 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-27 18:57:40,245 INFO misc.py line 159 276539] Best validation mIoU updated to: 0.7288 +[2025-02-27 18:57:40,245 INFO misc.py line 164 276539] Currently Best mIoU: 0.7288 +[2025-02-27 18:57:40,245 INFO misc.py line 173 276539] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-la200/model/model_last.pth +[2025-02-27 18:57:41,546 INFO hook.py line 312 276539] Best mIoU: 0.7288 +[2025-02-27 18:57:41,546 INFO misc.py line 259 276539] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:57:41,546 INFO test.py line 41 276539] => Loading config ... +[2025-02-27 18:57:41,546 INFO test.py line 53 276539] => Building test dataset & dataloader ... +[2025-02-27 18:57:41,548 INFO defaults.py line 68 276539] Totally 312 x 1 samples in val set. +[2025-02-27 18:57:41,548 INFO misc.py line 270 276539] => Testing on model_best ... +[2025-02-27 18:57:41,951 INFO test.py line 119 276539] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-27 18:57:56,058 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-02-27 18:57:56,091 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-02-27 18:57:56,123 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-02-27 18:57:56,152 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-02-27 18:57:56,186 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-02-27 18:57:56,222 INFO test.py line 201 276539] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-02-27 18:57:56,256 INFO 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+[2025-02-27 18:58:07,648 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 116/134 +[2025-02-27 18:58:07,685 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 117/134 +[2025-02-27 18:58:07,718 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 118/134 +[2025-02-27 18:58:07,756 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-02-27 18:58:07,794 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-02-27 18:58:07,828 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-02-27 18:58:07,864 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-02-27 18:58:07,899 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-02-27 18:58:07,932 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-02-27 18:58:07,968 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-02-27 18:58:08,000 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-02-27 18:58:08,031 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-02-27 18:58:08,064 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-02-27 18:58:08,096 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-02-27 18:58:08,128 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-02-27 18:58:08,162 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-02-27 18:58:08,195 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-02-27 18:58:08,227 INFO test.py line 201 276539] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-02-27 18:58:08,427 INFO test.py line 289 276539] Test: scene0593_00 [2/78]-211902 Batch 7.367 (5.194) Accuracy 0.9219 (0.6061) mIoU 0.5663 (0.5871) +[2025-02-27 18:58:08,455 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-02-27 18:58:08,478 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-02-27 18:58:08,499 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-02-27 18:58:08,524 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-02-27 18:58:08,546 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-02-27 18:58:08,568 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-02-27 18:58:08,593 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-02-27 18:58:08,616 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-02-27 18:58:08,638 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-02-27 18:58:08,661 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 9/143 +[2025-02-27 18:58:08,684 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 10/143 +[2025-02-27 18:58:08,704 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:58:11,932 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-02-27 18:58:11,977 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-02-27 18:58:12,006 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-02-27 18:58:12,036 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-02-27 18:58:12,068 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-02-27 18:58:12,101 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-02-27 18:58:12,129 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-02-27 18:58:12,161 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-02-27 18:58:12,190 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 114/143 +[2025-02-27 18:58:12,218 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 115/143 +[2025-02-27 18:58:12,248 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 116/143 +[2025-02-27 18:58:12,287 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 117/143 +[2025-02-27 18:58:12,314 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 118/143 +[2025-02-27 18:58:12,349 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 119/143 +[2025-02-27 18:58:12,378 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 120/143 +[2025-02-27 18:58:12,408 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 121/143 +[2025-02-27 18:58:12,437 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 122/143 +[2025-02-27 18:58:12,474 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 123/143 +[2025-02-27 18:58:12,502 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 124/143 +[2025-02-27 18:58:12,544 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 125/143 +[2025-02-27 18:58:12,573 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:58:12,888 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-02-27 18:58:12,918 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-02-27 18:58:12,946 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-02-27 18:58:12,974 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-02-27 18:58:13,002 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-02-27 18:58:13,030 INFO test.py line 201 276539] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-02-27 18:58:13,144 INFO test.py line 289 276539] Test: scene0356_01 [3/78]-96610 Batch 4.717 (5.035) Accuracy 0.9509 (0.7554) mIoU 0.7304 (0.7218) +[2025-02-27 18:58:13,177 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-02-27 18:58:13,207 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-02-27 18:58:13,235 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-02-27 18:58:13,262 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-02-27 18:58:13,288 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-02-27 18:58:13,317 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-02-27 18:58:13,345 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-02-27 18:58:13,385 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-02-27 18:58:13,412 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-02-27 18:58:13,443 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-02-27 18:58:13,472 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-02-27 18:58:13,508 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-02-27 18:58:13,535 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-02-27 18:58:13,591 INFO test.py line 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+[2025-02-27 18:58:13,936 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 24/142 +[2025-02-27 18:58:13,971 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 25/142 +[2025-02-27 18:58:14,014 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 26/142 +[2025-02-27 18:58:14,044 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 27/142 +[2025-02-27 18:58:14,071 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 28/142 +[2025-02-27 18:58:14,100 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 29/142 +[2025-02-27 18:58:14,134 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 30/142 +[2025-02-27 18:58:14,166 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 31/142 +[2025-02-27 18:58:14,199 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 32/142 +[2025-02-27 18:58:14,234 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 33/142 +[2025-02-27 18:58:14,264 INFO test.py line 201 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+[2025-02-27 18:58:14,623 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-02-27 18:58:14,690 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-02-27 18:58:14,720 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-02-27 18:58:14,759 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 48/142 +[2025-02-27 18:58:14,825 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 49/142 +[2025-02-27 18:58:14,873 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 50/142 +[2025-02-27 18:58:14,914 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 51/142 +[2025-02-27 18:58:14,958 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 52/142 +[2025-02-27 18:58:15,007 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 53/142 +[2025-02-27 18:58:15,099 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 54/142 +[2025-02-27 18:58:15,164 INFO test.py line 201 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+[2025-02-27 18:58:15,806 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 66/142 +[2025-02-27 18:58:15,878 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 67/142 +[2025-02-27 18:58:15,915 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 68/142 +[2025-02-27 18:58:15,958 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 69/142 +[2025-02-27 18:58:15,994 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 70/142 +[2025-02-27 18:58:16,032 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 71/142 +[2025-02-27 18:58:16,069 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 72/142 +[2025-02-27 18:58:16,106 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 73/142 +[2025-02-27 18:58:16,172 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 74/142 +[2025-02-27 18:58:16,218 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 75/142 +[2025-02-27 18:58:16,288 INFO test.py line 201 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+[2025-02-27 18:58:16,768 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 87/142 +[2025-02-27 18:58:16,805 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 88/142 +[2025-02-27 18:58:16,852 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 89/142 +[2025-02-27 18:58:16,891 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-02-27 18:58:16,957 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-02-27 18:58:16,998 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-02-27 18:58:17,039 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 93/142 +[2025-02-27 18:58:17,068 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 94/142 +[2025-02-27 18:58:17,110 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 95/142 +[2025-02-27 18:58:17,138 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 96/142 +[2025-02-27 18:58:17,172 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 97/142 +[2025-02-27 18:58:17,205 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 98/142 +[2025-02-27 18:58:17,235 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 99/142 +[2025-02-27 18:58:17,263 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 100/142 +[2025-02-27 18:58:17,291 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 101/142 +[2025-02-27 18:58:17,321 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 102/142 +[2025-02-27 18:58:17,352 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 103/142 +[2025-02-27 18:58:17,409 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-02-27 18:58:17,468 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-02-27 18:58:17,514 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-02-27 18:58:17,556 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 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test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-02-27 18:58:18,140 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-02-27 18:58:18,177 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 120/142 +[2025-02-27 18:58:18,208 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 121/142 +[2025-02-27 18:58:18,242 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 122/142 +[2025-02-27 18:58:18,273 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 123/142 +[2025-02-27 18:58:18,301 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 124/142 +[2025-02-27 18:58:18,332 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 125/142 +[2025-02-27 18:58:18,395 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 126/142 +[2025-02-27 18:58:18,434 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 127/142 +[2025-02-27 18:58:18,462 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 128/142 +[2025-02-27 18:58:18,525 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-02-27 18:58:18,555 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-02-27 18:58:18,594 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-02-27 18:58:18,627 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-02-27 18:58:18,659 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-02-27 18:58:18,720 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-02-27 18:58:18,759 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-02-27 18:58:18,815 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-02-27 18:58:18,872 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-02-27 18:58:18,926 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-02-27 18:58:18,958 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-02-27 18:58:19,029 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-02-27 18:58:19,072 INFO test.py line 201 276539] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-02-27 18:58:19,269 INFO test.py line 289 276539] Test: scene0578_02 [4/78]-128553 Batch 6.124 (5.307) Accuracy 0.9451 (0.7350) mIoU 0.6801 (0.6977) +[2025-02-27 18:58:19,300 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-02-27 18:58:19,334 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-02-27 18:58:19,360 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-02-27 18:58:19,399 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-02-27 18:58:19,424 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-02-27 18:58:19,451 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 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276539] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-02-27 18:58:19,887 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-02-27 18:58:19,938 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 18/113 +[2025-02-27 18:58:19,964 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 19/113 +[2025-02-27 18:58:20,015 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-02-27 18:58:20,041 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-02-27 18:58:20,076 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-02-27 18:58:20,102 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-02-27 18:58:20,128 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-02-27 18:58:20,183 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-02-27 18:58:20,235 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 26/113 +[2025-02-27 18:58:20,262 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 27/113 +[2025-02-27 18:58:20,289 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 28/113 +[2025-02-27 18:58:20,361 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-02-27 18:58:20,390 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-02-27 18:58:20,419 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-02-27 18:58:20,459 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 32/113 +[2025-02-27 18:58:20,504 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 33/113 +[2025-02-27 18:58:20,541 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 34/113 +[2025-02-27 18:58:20,585 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 35/113 +[2025-02-27 18:58:20,630 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 36/113 +[2025-02-27 18:58:20,672 INFO test.py line 201 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+[2025-02-27 18:58:21,313 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-02-27 18:58:21,343 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 49/113 +[2025-02-27 18:58:21,371 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 50/113 +[2025-02-27 18:58:21,398 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 51/113 +[2025-02-27 18:58:21,425 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 52/113 +[2025-02-27 18:58:21,500 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 53/113 +[2025-02-27 18:58:21,567 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 54/113 +[2025-02-27 18:58:21,592 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 55/113 +[2025-02-27 18:58:21,619 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 56/113 +[2025-02-27 18:58:21,647 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 57/113 +[2025-02-27 18:58:21,673 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 58/113 +[2025-02-27 18:58:21,699 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 59/113 +[2025-02-27 18:58:21,730 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 60/113 +[2025-02-27 18:58:21,777 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 61/113 +[2025-02-27 18:58:21,802 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 62/113 +[2025-02-27 18:58:21,830 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 63/113 +[2025-02-27 18:58:21,856 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 64/113 +[2025-02-27 18:58:21,883 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 65/113 +[2025-02-27 18:58:21,913 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 66/113 +[2025-02-27 18:58:21,965 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 67/113 +[2025-02-27 18:58:21,991 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 68/113 +[2025-02-27 18:58:22,028 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 69/113 +[2025-02-27 18:58:22,053 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 70/113 +[2025-02-27 18:58:22,088 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 71/113 +[2025-02-27 18:58:22,113 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 72/113 +[2025-02-27 18:58:22,139 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 73/113 +[2025-02-27 18:58:22,196 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-02-27 18:58:22,247 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-02-27 18:58:22,273 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-02-27 18:58:22,299 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-02-27 18:58:22,328 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-02-27 18:58:22,355 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-02-27 18:58:22,382 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-02-27 18:58:22,418 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-02-27 18:58:22,447 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-02-27 18:58:22,523 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-02-27 18:58:22,555 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 84/113 +[2025-02-27 18:58:22,581 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 85/113 +[2025-02-27 18:58:22,608 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 86/113 +[2025-02-27 18:58:22,644 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 87/113 +[2025-02-27 18:58:22,681 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 88/113 +[2025-02-27 18:58:22,708 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 89/113 +[2025-02-27 18:58:22,734 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 90/113 +[2025-02-27 18:58:22,802 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-02-27 18:58:22,829 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-02-27 18:58:22,864 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-02-27 18:58:22,895 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-02-27 18:58:22,947 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-02-27 18:58:22,977 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-02-27 18:58:23,003 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-02-27 18:58:23,031 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-02-27 18:58:23,075 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-02-27 18:58:23,102 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-02-27 18:58:23,130 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-02-27 18:58:23,156 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-02-27 18:58:23,191 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-02-27 18:58:23,217 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-02-27 18:58:23,255 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-02-27 18:58:23,282 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-02-27 18:58:23,321 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-02-27 18:58:23,358 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-02-27 18:58:23,426 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-02-27 18:58:23,465 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-02-27 18:58:23,511 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-02-27 18:58:23,540 INFO test.py line 201 276539] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-02-27 18:58:23,658 INFO test.py line 289 276539] Test: scene0077_01 [5/78]-90381 Batch 4.389 (5.124) Accuracy 0.9620 (0.7812) mIoU 0.8069 (0.7336) +[2025-02-27 18:58:23,691 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-02-27 18:58:23,732 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-02-27 18:58:23,764 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-02-27 18:58:23,818 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-02-27 18:58:23,863 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-02-27 18:58:23,890 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-02-27 18:58:23,918 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-02-27 18:58:23,945 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-02-27 18:58:23,996 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-02-27 18:58:24,036 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-02-27 18:58:24,067 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-02-27 18:58:24,110 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-02-27 18:58:24,193 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 12/121 +[2025-02-27 18:58:24,252 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 13/121 +[2025-02-27 18:58:24,304 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-02-27 18:58:24,363 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-02-27 18:58:24,407 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-02-27 18:58:24,453 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 17/121 +[2025-02-27 18:58:24,513 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 18/121 +[2025-02-27 18:58:24,574 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 19/121 +[2025-02-27 18:58:24,626 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 20/121 +[2025-02-27 18:58:24,687 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 21/121 +[2025-02-27 18:58:24,720 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 22/121 +[2025-02-27 18:58:24,747 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 23/121 +[2025-02-27 18:58:24,773 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-02-27 18:58:24,828 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-02-27 18:58:24,867 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-02-27 18:58:24,907 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 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+[2025-02-27 18:58:26,118 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 49/121 +[2025-02-27 18:58:26,167 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 50/121 +[2025-02-27 18:58:26,207 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 51/121 +[2025-02-27 18:58:26,252 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 52/121 +[2025-02-27 18:58:26,295 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 53/121 +[2025-02-27 18:58:26,338 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 54/121 +[2025-02-27 18:58:26,368 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 55/121 +[2025-02-27 18:58:26,406 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 56/121 +[2025-02-27 18:58:26,452 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 57/121 +[2025-02-27 18:58:26,494 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 58/121 +[2025-02-27 18:58:26,538 INFO test.py line 201 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+[2025-02-27 18:58:27,058 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 70/121 +[2025-02-27 18:58:27,113 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 71/121 +[2025-02-27 18:58:27,144 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 72/121 +[2025-02-27 18:58:27,179 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 73/121 +[2025-02-27 18:58:27,210 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 74/121 +[2025-02-27 18:58:27,267 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 75/121 +[2025-02-27 18:58:27,296 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 76/121 +[2025-02-27 18:58:27,328 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 77/121 +[2025-02-27 18:58:27,357 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 78/121 +[2025-02-27 18:58:27,388 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 79/121 +[2025-02-27 18:58:27,426 INFO test.py line 201 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+[2025-02-27 18:58:27,842 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 91/121 +[2025-02-27 18:58:27,876 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 92/121 +[2025-02-27 18:58:27,906 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 93/121 +[2025-02-27 18:58:27,937 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-02-27 18:58:27,975 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-02-27 18:58:28,015 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-02-27 18:58:28,060 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-02-27 18:58:28,103 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-02-27 18:58:28,159 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-02-27 18:58:28,215 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 100/121 +[2025-02-27 18:58:28,268 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 101/121 +[2025-02-27 18:58:28,320 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 102/121 +[2025-02-27 18:58:28,377 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 103/121 +[2025-02-27 18:58:28,448 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 104/121 +[2025-02-27 18:58:28,499 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 105/121 +[2025-02-27 18:58:28,539 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 106/121 +[2025-02-27 18:58:28,585 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 107/121 +[2025-02-27 18:58:28,615 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 108/121 +[2025-02-27 18:58:28,650 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 109/121 +[2025-02-27 18:58:28,684 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 110/121 +[2025-02-27 18:58:28,717 INFO test.py line 201 276539] Test: 6/78-scene0382_01, Batch: 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(0.7701) mIoU 0.3879 (0.7143) +[2025-02-27 18:58:30,415 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-02-27 18:58:30,482 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-02-27 18:58:30,558 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-02-27 18:58:30,613 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-02-27 18:58:30,668 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-02-27 18:58:30,726 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-02-27 18:58:30,774 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 6/134 +[2025-02-27 18:58:30,823 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 7/134 +[2025-02-27 18:58:30,871 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 8/134 +[2025-02-27 18:58:30,919 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 9/134 +[2025-02-27 18:58:30,966 INFO 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+[2025-02-27 18:58:36,134 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 115/134 +[2025-02-27 18:58:36,183 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 116/134 +[2025-02-27 18:58:36,235 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 117/134 +[2025-02-27 18:58:36,285 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 118/134 +[2025-02-27 18:58:36,336 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 119/134 +[2025-02-27 18:58:36,397 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-02-27 18:58:36,455 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-02-27 18:58:36,503 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-02-27 18:58:36,561 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-02-27 18:58:36,611 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-02-27 18:58:36,669 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-02-27 18:58:36,717 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-02-27 18:58:36,776 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-02-27 18:58:36,823 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-02-27 18:58:36,872 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-02-27 18:58:36,920 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-02-27 18:58:36,968 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-02-27 18:58:37,017 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-02-27 18:58:37,065 INFO test.py line 201 276539] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-02-27 18:58:37,513 INFO test.py line 289 276539] Test: scene0653_01 [7/78]-331565 Batch 7.184 (5.504) Accuracy 0.9319 (0.7726) mIoU 0.5554 (0.7071) +[2025-02-27 18:58:37,548 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-02-27 18:58:37,589 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-02-27 18:58:37,614 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-02-27 18:58:37,638 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-02-27 18:58:37,661 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-02-27 18:58:37,685 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 5/113 +[2025-02-27 18:58:37,710 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 6/113 +[2025-02-27 18:58:37,734 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 7/113 +[2025-02-27 18:58:37,757 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 8/113 +[2025-02-27 18:58:37,780 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 9/113 +[2025-02-27 18:58:37,823 INFO test.py line 201 276539] Test: 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18:58:39,787 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 84/113 +[2025-02-27 18:58:39,810 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 85/113 +[2025-02-27 18:58:39,835 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 86/113 +[2025-02-27 18:58:39,857 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-02-27 18:58:39,881 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-02-27 18:58:39,906 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-02-27 18:58:39,931 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-02-27 18:58:39,955 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-02-27 18:58:39,980 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-02-27 18:58:40,004 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-02-27 18:58:40,031 INFO test.py line 201 276539] Test: 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18:58:40,346 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-02-27 18:58:40,370 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-02-27 18:58:40,399 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-02-27 18:58:40,424 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-02-27 18:58:40,449 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-02-27 18:58:40,470 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-02-27 18:58:40,494 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-02-27 18:58:40,518 INFO test.py line 201 276539] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-02-27 18:58:40,575 INFO test.py line 289 276539] Test: scene0684_00 [8/78]-41364 Batch 3.062 (5.199) Accuracy 0.9718 (0.7736) mIoU 0.7785 (0.7104) +[2025-02-27 18:58:40,616 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-02-27 18:58:40,649 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-02-27 18:58:40,683 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-02-27 18:58:40,717 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-02-27 18:58:40,750 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-02-27 18:58:40,782 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-02-27 18:58:40,819 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 6/130 +[2025-02-27 18:58:40,852 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 7/130 +[2025-02-27 18:58:40,883 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 8/130 +[2025-02-27 18:58:40,921 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 9/130 +[2025-02-27 18:58:40,954 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 10/130 +[2025-02-27 18:58:40,988 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 11/130 +[2025-02-27 18:58:41,021 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 12/130 +[2025-02-27 18:58:41,054 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 13/130 +[2025-02-27 18:58:41,086 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 14/130 +[2025-02-27 18:58:41,119 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 15/130 +[2025-02-27 18:58:41,151 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 16/130 +[2025-02-27 18:58:41,183 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 17/130 +[2025-02-27 18:58:41,221 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 18/130 +[2025-02-27 18:58:41,254 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 19/130 +[2025-02-27 18:58:41,292 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 20/130 +[2025-02-27 18:58:41,325 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 21/130 +[2025-02-27 18:58:41,359 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 22/130 +[2025-02-27 18:58:41,393 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 23/130 +[2025-02-27 18:58:41,426 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 24/130 +[2025-02-27 18:58:41,459 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 25/130 +[2025-02-27 18:58:41,497 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 26/130 +[2025-02-27 18:58:41,532 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 27/130 +[2025-02-27 18:58:41,573 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 28/130 +[2025-02-27 18:58:41,606 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 29/130 +[2025-02-27 18:58:41,638 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 30/130 +[2025-02-27 18:58:41,677 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 31/130 +[2025-02-27 18:58:41,720 INFO test.py line 201 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+[2025-02-27 18:58:42,101 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 43/130 +[2025-02-27 18:58:42,134 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 44/130 +[2025-02-27 18:58:42,171 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 45/130 +[2025-02-27 18:58:42,202 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 46/130 +[2025-02-27 18:58:42,243 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 47/130 +[2025-02-27 18:58:42,277 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-02-27 18:58:42,308 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-02-27 18:58:42,341 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-02-27 18:58:42,373 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-02-27 18:58:42,405 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-02-27 18:58:42,436 INFO test.py line 201 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+[2025-02-27 18:58:42,796 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-02-27 18:58:42,833 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-02-27 18:58:42,865 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 66/130 +[2025-02-27 18:58:42,896 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 67/130 +[2025-02-27 18:58:42,926 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 68/130 +[2025-02-27 18:58:42,957 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 69/130 +[2025-02-27 18:58:42,990 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 70/130 +[2025-02-27 18:58:43,022 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 71/130 +[2025-02-27 18:58:43,057 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 72/130 +[2025-02-27 18:58:43,091 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 73/130 +[2025-02-27 18:58:43,124 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 74/130 +[2025-02-27 18:58:43,157 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 75/130 +[2025-02-27 18:58:43,193 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 76/130 +[2025-02-27 18:58:43,226 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 77/130 +[2025-02-27 18:58:43,264 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 78/130 +[2025-02-27 18:58:43,298 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-02-27 18:58:43,333 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-02-27 18:58:43,367 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-02-27 18:58:43,401 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-02-27 18:58:43,433 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-02-27 18:58:43,481 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-02-27 18:58:43,513 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-02-27 18:58:43,558 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-02-27 18:58:43,597 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-02-27 18:58:43,633 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-02-27 18:58:43,669 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-02-27 18:58:43,718 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-02-27 18:58:43,754 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-02-27 18:58:43,790 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-02-27 18:58:43,826 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-02-27 18:58:43,862 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-02-27 18:58:43,898 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-02-27 18:58:43,932 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-02-27 18:58:43,968 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 97/130 +[2025-02-27 18:58:44,003 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 98/130 +[2025-02-27 18:58:44,038 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 99/130 +[2025-02-27 18:58:44,073 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 100/130 +[2025-02-27 18:58:44,107 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 101/130 +[2025-02-27 18:58:44,143 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 102/130 +[2025-02-27 18:58:44,177 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 103/130 +[2025-02-27 18:58:44,212 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 104/130 +[2025-02-27 18:58:44,248 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 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test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-02-27 18:58:44,694 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-02-27 18:58:44,729 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-02-27 18:58:44,764 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-02-27 18:58:44,797 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-02-27 18:58:44,842 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-02-27 18:58:44,875 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-02-27 18:58:44,909 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-02-27 18:58:44,943 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-02-27 18:58:44,976 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-02-27 18:58:45,018 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-02-27 18:58:45,053 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-02-27 18:58:45,088 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-02-27 18:58:45,122 INFO test.py line 201 276539] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-02-27 18:58:45,382 INFO test.py line 289 276539] Test: scene0257_00 [9/78]-180928 Batch 4.807 (5.155) Accuracy 0.8457 (0.7448) mIoU 0.3223 (0.6746) +[2025-02-27 18:58:45,414 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-02-27 18:58:45,442 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-02-27 18:58:45,467 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-02-27 18:58:45,490 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-02-27 18:58:45,523 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-02-27 18:58:45,546 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-02-27 18:58:45,569 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-02-27 18:58:45,591 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-02-27 18:58:45,613 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-02-27 18:58:45,635 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-02-27 18:58:45,665 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-02-27 18:58:45,690 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-02-27 18:58:45,727 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-02-27 18:58:45,756 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-02-27 18:58:45,779 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-02-27 18:58:45,805 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 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+[2025-02-27 18:58:46,652 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 47/130 +[2025-02-27 18:58:46,700 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 48/130 +[2025-02-27 18:58:46,723 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 49/130 +[2025-02-27 18:58:46,748 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 50/130 +[2025-02-27 18:58:46,774 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 51/130 +[2025-02-27 18:58:46,799 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 52/130 +[2025-02-27 18:58:46,825 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 53/130 +[2025-02-27 18:58:46,854 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 54/130 +[2025-02-27 18:58:46,879 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 55/130 +[2025-02-27 18:58:46,906 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 56/130 +[2025-02-27 18:58:46,930 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 57/130 +[2025-02-27 18:58:46,955 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 58/130 +[2025-02-27 18:58:46,981 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 59/130 +[2025-02-27 18:58:47,005 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 60/130 +[2025-02-27 18:58:47,026 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 61/130 +[2025-02-27 18:58:47,049 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 62/130 +[2025-02-27 18:58:47,070 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 63/130 +[2025-02-27 18:58:47,090 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 64/130 +[2025-02-27 18:58:47,110 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 65/130 +[2025-02-27 18:58:47,131 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 66/130 +[2025-02-27 18:58:47,152 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:58:47,423 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 78/130 +[2025-02-27 18:58:47,444 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 79/130 +[2025-02-27 18:58:47,466 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 80/130 +[2025-02-27 18:58:47,488 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 81/130 +[2025-02-27 18:58:47,508 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 82/130 +[2025-02-27 18:58:47,529 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 83/130 +[2025-02-27 18:58:47,551 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 84/130 +[2025-02-27 18:58:47,572 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 85/130 +[2025-02-27 18:58:47,595 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 86/130 +[2025-02-27 18:58:47,617 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 87/130 +[2025-02-27 18:58:47,642 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 88/130 +[2025-02-27 18:58:47,669 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 89/130 +[2025-02-27 18:58:47,694 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 90/130 +[2025-02-27 18:58:47,719 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 91/130 +[2025-02-27 18:58:47,743 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 92/130 +[2025-02-27 18:58:47,775 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 93/130 +[2025-02-27 18:58:47,805 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 94/130 +[2025-02-27 18:58:47,831 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 95/130 +[2025-02-27 18:58:47,854 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 96/130 +[2025-02-27 18:58:47,880 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 97/130 +[2025-02-27 18:58:47,905 INFO test.py line 201 276539] Test: 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18:58:48,414 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-02-27 18:58:48,438 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-02-27 18:58:48,461 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-02-27 18:58:48,484 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-02-27 18:58:48,509 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-02-27 18:58:48,532 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-02-27 18:58:48,556 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-02-27 18:58:48,591 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-02-27 18:58:48,615 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-02-27 18:58:48,640 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-02-27 18:58:48,672 INFO test.py line 201 276539] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-02-27 18:58:48,776 INFO test.py line 289 276539] Test: scene0164_01 [10/78]-88073 Batch 3.393 (4.979) Accuracy 0.8542 (0.7980) mIoU 0.7185 (0.7325) +[2025-02-27 18:58:52,411 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-02-27 18:58:52,461 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-02-27 18:58:52,510 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-02-27 18:58:52,560 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-02-27 18:58:52,608 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-02-27 18:58:52,656 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-02-27 18:58:52,704 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-02-27 18:58:52,758 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-02-27 18:58:52,816 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 8/130 +[2025-02-27 18:58:52,879 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 9/130 +[2025-02-27 18:58:52,945 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 10/130 +[2025-02-27 18:58:53,008 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 11/130 +[2025-02-27 18:58:53,072 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 12/130 +[2025-02-27 18:58:53,127 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 13/130 +[2025-02-27 18:58:53,189 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 14/130 +[2025-02-27 18:58:53,243 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 15/130 +[2025-02-27 18:58:53,291 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 16/130 +[2025-02-27 18:58:53,342 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 17/130 +[2025-02-27 18:58:53,387 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:58:53,894 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 29/130 +[2025-02-27 18:58:53,935 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 30/130 +[2025-02-27 18:58:53,977 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 31/130 +[2025-02-27 18:58:54,019 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 32/130 +[2025-02-27 18:58:54,063 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 33/130 +[2025-02-27 18:58:54,113 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 34/130 +[2025-02-27 18:58:54,157 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 35/130 +[2025-02-27 18:58:54,202 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 36/130 +[2025-02-27 18:58:54,246 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 37/130 +[2025-02-27 18:58:54,291 INFO test.py line 201 276539] Test: 11/78-scene0030_00, Batch: 38/130 +[2025-02-27 18:58:54,336 INFO test.py 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Test: 12/78-scene0088_01, Batch: 0/143 +[2025-02-27 18:58:59,659 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-02-27 18:58:59,687 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-02-27 18:58:59,713 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-02-27 18:58:59,739 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-02-27 18:58:59,766 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-02-27 18:58:59,796 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-02-27 18:58:59,828 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-02-27 18:58:59,854 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-02-27 18:58:59,882 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-02-27 18:58:59,912 INFO test.py line 201 276539] Test: 12/78-scene0088_01, Batch: 10/143 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Test: 13/78-scene0690_01, Batch: 0/134 +[2025-02-27 18:59:04,634 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-02-27 18:59:04,664 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-02-27 18:59:04,715 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-02-27 18:59:04,744 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-02-27 18:59:04,774 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-02-27 18:59:04,801 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-02-27 18:59:04,832 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 7/134 +[2025-02-27 18:59:04,864 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 8/134 +[2025-02-27 18:59:04,891 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 9/134 +[2025-02-27 18:59:04,925 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 10/134 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+[2025-02-27 18:59:07,168 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 73/134 +[2025-02-27 18:59:07,214 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 74/134 +[2025-02-27 18:59:07,289 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 75/134 +[2025-02-27 18:59:07,326 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 76/134 +[2025-02-27 18:59:07,375 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 77/134 +[2025-02-27 18:59:07,416 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 78/134 +[2025-02-27 18:59:07,464 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 79/134 +[2025-02-27 18:59:07,513 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 80/134 +[2025-02-27 18:59:07,561 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 81/134 +[2025-02-27 18:59:07,617 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 82/134 +[2025-02-27 18:59:07,647 INFO test.py 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+[2025-02-27 18:59:08,262 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 104/134 +[2025-02-27 18:59:08,289 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 105/134 +[2025-02-27 18:59:08,319 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 106/134 +[2025-02-27 18:59:08,352 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-02-27 18:59:08,387 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-02-27 18:59:08,420 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-02-27 18:59:08,453 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-02-27 18:59:08,489 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-02-27 18:59:08,523 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-02-27 18:59:08,560 INFO test.py line 201 276539] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-02-27 18:59:08,606 INFO 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Batch 4.936 (5.149) Accuracy 0.8209 (0.8438) mIoU 0.4264 (0.7711) +[2025-02-27 18:59:09,545 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-02-27 18:59:09,577 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-02-27 18:59:09,609 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-02-27 18:59:09,641 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-02-27 18:59:09,674 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-02-27 18:59:09,706 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-02-27 18:59:09,737 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-02-27 18:59:09,770 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-02-27 18:59:09,803 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-02-27 18:59:09,833 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:10,205 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 20/126 +[2025-02-27 18:59:10,236 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 21/126 +[2025-02-27 18:59:10,265 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 22/126 +[2025-02-27 18:59:10,297 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 23/126 +[2025-02-27 18:59:10,331 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 24/126 +[2025-02-27 18:59:10,364 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 25/126 +[2025-02-27 18:59:10,397 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 26/126 +[2025-02-27 18:59:10,432 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 27/126 +[2025-02-27 18:59:10,467 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 28/126 +[2025-02-27 18:59:10,500 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 29/126 +[2025-02-27 18:59:10,535 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 30/126 +[2025-02-27 18:59:10,570 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 31/126 +[2025-02-27 18:59:10,603 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 32/126 +[2025-02-27 18:59:10,641 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 33/126 +[2025-02-27 18:59:10,673 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 34/126 +[2025-02-27 18:59:10,705 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 35/126 +[2025-02-27 18:59:10,743 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 36/126 +[2025-02-27 18:59:10,777 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 37/126 +[2025-02-27 18:59:10,811 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 38/126 +[2025-02-27 18:59:10,842 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 39/126 +[2025-02-27 18:59:10,872 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:11,373 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 51/126 +[2025-02-27 18:59:11,409 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 52/126 +[2025-02-27 18:59:11,446 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 53/126 +[2025-02-27 18:59:11,493 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 54/126 +[2025-02-27 18:59:11,528 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 55/126 +[2025-02-27 18:59:11,562 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 56/126 +[2025-02-27 18:59:11,594 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 57/126 +[2025-02-27 18:59:11,628 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 58/126 +[2025-02-27 18:59:11,663 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 59/126 +[2025-02-27 18:59:11,694 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 60/126 +[2025-02-27 18:59:11,728 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 61/126 +[2025-02-27 18:59:11,778 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 62/126 +[2025-02-27 18:59:11,835 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 63/126 +[2025-02-27 18:59:11,868 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 64/126 +[2025-02-27 18:59:11,902 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 65/126 +[2025-02-27 18:59:11,939 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 66/126 +[2025-02-27 18:59:11,978 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 67/126 +[2025-02-27 18:59:12,015 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 68/126 +[2025-02-27 18:59:12,054 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 69/126 +[2025-02-27 18:59:12,098 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 70/126 +[2025-02-27 18:59:12,162 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:12,553 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 82/126 +[2025-02-27 18:59:12,589 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 83/126 +[2025-02-27 18:59:12,628 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 84/126 +[2025-02-27 18:59:12,669 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 85/126 +[2025-02-27 18:59:12,707 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 86/126 +[2025-02-27 18:59:12,744 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 87/126 +[2025-02-27 18:59:12,780 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 88/126 +[2025-02-27 18:59:12,816 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 89/126 +[2025-02-27 18:59:12,849 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 90/126 +[2025-02-27 18:59:12,882 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 91/126 +[2025-02-27 18:59:12,920 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 92/126 +[2025-02-27 18:59:12,953 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 93/126 +[2025-02-27 18:59:12,988 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 94/126 +[2025-02-27 18:59:13,019 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 95/126 +[2025-02-27 18:59:13,052 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 96/126 +[2025-02-27 18:59:13,085 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 97/126 +[2025-02-27 18:59:13,117 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 98/126 +[2025-02-27 18:59:13,150 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 99/126 +[2025-02-27 18:59:13,183 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 100/126 +[2025-02-27 18:59:13,217 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 101/126 +[2025-02-27 18:59:13,249 INFO test.py line 201 276539] Test: 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18:59:14,005 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-02-27 18:59:14,041 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-02-27 18:59:14,098 INFO test.py line 201 276539] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-02-27 18:59:14,367 INFO test.py line 289 276539] Test: scene0598_00 [14/78]-145562 Batch 4.858 (5.128) Accuracy 0.7118 (0.8359) mIoU 0.3443 (0.7630) +[2025-02-27 18:59:14,410 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-02-27 18:59:14,452 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-02-27 18:59:14,489 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-02-27 18:59:14,526 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-02-27 18:59:14,563 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-02-27 18:59:14,609 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 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line 201 276539] Test: 15/78-scene0695_00, Batch: 16/138 +[2025-02-27 18:59:15,042 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-02-27 18:59:15,072 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-02-27 18:59:15,103 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-02-27 18:59:15,149 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-02-27 18:59:15,180 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 21/138 +[2025-02-27 18:59:15,228 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 22/138 +[2025-02-27 18:59:15,262 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 23/138 +[2025-02-27 18:59:15,291 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 24/138 +[2025-02-27 18:59:15,321 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 25/138 +[2025-02-27 18:59:15,353 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:15,681 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 37/138 +[2025-02-27 18:59:15,720 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 38/138 +[2025-02-27 18:59:15,750 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 39/138 +[2025-02-27 18:59:15,781 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 40/138 +[2025-02-27 18:59:15,812 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 41/138 +[2025-02-27 18:59:15,842 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 42/138 +[2025-02-27 18:59:15,872 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 43/138 +[2025-02-27 18:59:15,901 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 44/138 +[2025-02-27 18:59:15,933 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 45/138 +[2025-02-27 18:59:15,965 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 46/138 +[2025-02-27 18:59:15,997 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 47/138 +[2025-02-27 18:59:16,026 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 48/138 +[2025-02-27 18:59:16,054 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 49/138 +[2025-02-27 18:59:16,088 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 50/138 +[2025-02-27 18:59:16,116 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 51/138 +[2025-02-27 18:59:16,150 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 52/138 +[2025-02-27 18:59:16,182 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 53/138 +[2025-02-27 18:59:16,212 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 54/138 +[2025-02-27 18:59:16,243 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 55/138 +[2025-02-27 18:59:16,275 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 56/138 +[2025-02-27 18:59:16,306 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:16,661 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 68/138 +[2025-02-27 18:59:16,690 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 69/138 +[2025-02-27 18:59:16,732 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 70/138 +[2025-02-27 18:59:16,773 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 71/138 +[2025-02-27 18:59:16,805 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 72/138 +[2025-02-27 18:59:16,841 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 73/138 +[2025-02-27 18:59:16,871 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 74/138 +[2025-02-27 18:59:16,905 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 75/138 +[2025-02-27 18:59:16,939 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 76/138 +[2025-02-27 18:59:16,984 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 77/138 +[2025-02-27 18:59:17,019 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 78/138 +[2025-02-27 18:59:17,049 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 79/138 +[2025-02-27 18:59:17,083 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 80/138 +[2025-02-27 18:59:17,115 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 81/138 +[2025-02-27 18:59:17,143 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 82/138 +[2025-02-27 18:59:17,174 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 83/138 +[2025-02-27 18:59:17,206 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 84/138 +[2025-02-27 18:59:17,237 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 85/138 +[2025-02-27 18:59:17,276 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 86/138 +[2025-02-27 18:59:17,312 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 87/138 +[2025-02-27 18:59:17,354 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:17,770 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 99/138 +[2025-02-27 18:59:17,805 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 100/138 +[2025-02-27 18:59:17,837 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 101/138 +[2025-02-27 18:59:17,868 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 102/138 +[2025-02-27 18:59:17,899 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 103/138 +[2025-02-27 18:59:17,935 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 104/138 +[2025-02-27 18:59:17,967 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 105/138 +[2025-02-27 18:59:18,004 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 106/138 +[2025-02-27 18:59:18,036 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 107/138 +[2025-02-27 18:59:18,071 INFO test.py line 201 276539] Test: 15/78-scene0695_00, Batch: 108/138 +[2025-02-27 18:59:18,104 INFO 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Test: 16/78-scene0342_00, Batch: 0/122 +[2025-02-27 18:59:19,371 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-02-27 18:59:19,401 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-02-27 18:59:19,439 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-02-27 18:59:19,486 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-02-27 18:59:19,532 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 5/122 +[2025-02-27 18:59:19,589 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 6/122 +[2025-02-27 18:59:19,631 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 7/122 +[2025-02-27 18:59:19,674 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 8/122 +[2025-02-27 18:59:19,717 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 9/122 +[2025-02-27 18:59:19,757 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 10/122 +[2025-02-27 18:59:19,787 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 11/122 +[2025-02-27 18:59:19,817 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 12/122 +[2025-02-27 18:59:19,868 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 13/122 +[2025-02-27 18:59:19,896 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 14/122 +[2025-02-27 18:59:19,922 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 15/122 +[2025-02-27 18:59:19,948 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 16/122 +[2025-02-27 18:59:19,973 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 17/122 +[2025-02-27 18:59:19,998 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 18/122 +[2025-02-27 18:59:20,024 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 19/122 +[2025-02-27 18:59:20,048 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 20/122 +[2025-02-27 18:59:20,074 INFO test.py 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+[2025-02-27 18:59:22,784 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 104/122 +[2025-02-27 18:59:22,826 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 105/122 +[2025-02-27 18:59:22,855 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 106/122 +[2025-02-27 18:59:22,892 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 107/122 +[2025-02-27 18:59:22,928 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 108/122 +[2025-02-27 18:59:22,974 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 109/122 +[2025-02-27 18:59:23,000 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-02-27 18:59:23,025 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-02-27 18:59:23,057 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-02-27 18:59:23,111 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-02-27 18:59:23,140 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-02-27 18:59:23,168 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-02-27 18:59:23,232 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-02-27 18:59:23,282 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-02-27 18:59:23,338 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-02-27 18:59:23,388 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-02-27 18:59:23,429 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-02-27 18:59:23,480 INFO test.py line 201 276539] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-02-27 18:59:23,672 INFO test.py line 289 276539] Test: scene0342_00 [16/78]-89958 Batch 4.369 (5.069) Accuracy 0.9919 (0.8271) mIoU 0.9751 (0.7525) +[2025-02-27 18:59:24,629 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-02-27 18:59:24,669 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-02-27 18:59:24,705 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-02-27 18:59:24,743 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-02-27 18:59:24,780 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-02-27 18:59:24,818 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-02-27 18:59:24,856 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-02-27 18:59:24,903 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-02-27 18:59:24,942 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-02-27 18:59:24,988 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-02-27 18:59:25,034 INFO test.py line 201 276539] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-02-27 18:59:25,089 INFO test.py line 201 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+[2025-02-27 18:59:33,257 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 23/139 +[2025-02-27 18:59:33,290 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 24/139 +[2025-02-27 18:59:33,324 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 25/139 +[2025-02-27 18:59:33,357 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 26/139 +[2025-02-27 18:59:33,392 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 27/139 +[2025-02-27 18:59:33,425 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 28/139 +[2025-02-27 18:59:33,457 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 29/139 +[2025-02-27 18:59:33,489 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 30/139 +[2025-02-27 18:59:33,521 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 31/139 +[2025-02-27 18:59:33,552 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 32/139 +[2025-02-27 18:59:33,582 INFO test.py 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+[2025-02-27 18:59:34,289 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 54/139 +[2025-02-27 18:59:34,344 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 55/139 +[2025-02-27 18:59:34,393 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 56/139 +[2025-02-27 18:59:34,438 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 57/139 +[2025-02-27 18:59:34,481 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 58/139 +[2025-02-27 18:59:34,527 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 59/139 +[2025-02-27 18:59:34,577 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 60/139 +[2025-02-27 18:59:34,629 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 61/139 +[2025-02-27 18:59:34,689 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 62/139 +[2025-02-27 18:59:34,734 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 63/139 +[2025-02-27 18:59:34,781 INFO test.py 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18:59:36,988 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-02-27 18:59:37,037 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-02-27 18:59:37,069 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-02-27 18:59:37,106 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-02-27 18:59:37,139 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-02-27 18:59:37,169 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-02-27 18:59:37,203 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-02-27 18:59:37,236 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-02-27 18:59:37,268 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-02-27 18:59:37,301 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-02-27 18:59:37,332 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-02-27 18:59:37,365 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-02-27 18:59:37,399 INFO test.py line 201 276539] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-02-27 18:59:37,608 INFO test.py line 289 276539] Test: scene0695_02 [18/78]-157025 Batch 5.153 (5.229) Accuracy 0.9139 (0.8387) mIoU 0.7205 (0.7658) +[2025-02-27 18:59:37,664 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-02-27 18:59:37,704 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-02-27 18:59:37,750 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-02-27 18:59:37,791 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-02-27 18:59:37,832 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-02-27 18:59:37,901 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-02-27 18:59:37,941 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-02-27 18:59:37,983 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 7/156 +[2025-02-27 18:59:38,023 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 8/156 +[2025-02-27 18:59:38,065 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 9/156 +[2025-02-27 18:59:38,115 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 10/156 +[2025-02-27 18:59:38,161 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 11/156 +[2025-02-27 18:59:38,211 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 12/156 +[2025-02-27 18:59:38,253 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 13/156 +[2025-02-27 18:59:38,294 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 14/156 +[2025-02-27 18:59:38,343 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 15/156 +[2025-02-27 18:59:38,406 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:38,877 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 27/156 +[2025-02-27 18:59:38,923 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 28/156 +[2025-02-27 18:59:38,970 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 29/156 +[2025-02-27 18:59:39,011 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 30/156 +[2025-02-27 18:59:39,053 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 31/156 +[2025-02-27 18:59:39,096 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 32/156 +[2025-02-27 18:59:39,137 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 33/156 +[2025-02-27 18:59:39,178 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 34/156 +[2025-02-27 18:59:39,222 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 35/156 +[2025-02-27 18:59:39,264 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 36/156 +[2025-02-27 18:59:39,306 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 37/156 +[2025-02-27 18:59:39,348 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 38/156 +[2025-02-27 18:59:39,393 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 39/156 +[2025-02-27 18:59:39,445 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 40/156 +[2025-02-27 18:59:39,490 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 41/156 +[2025-02-27 18:59:39,539 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 42/156 +[2025-02-27 18:59:39,587 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 43/156 +[2025-02-27 18:59:39,633 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 44/156 +[2025-02-27 18:59:39,677 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 45/156 +[2025-02-27 18:59:39,722 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 46/156 +[2025-02-27 18:59:39,765 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:40,225 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 58/156 +[2025-02-27 18:59:40,266 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 59/156 +[2025-02-27 18:59:40,306 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 60/156 +[2025-02-27 18:59:40,344 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 61/156 +[2025-02-27 18:59:40,382 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 62/156 +[2025-02-27 18:59:40,423 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 63/156 +[2025-02-27 18:59:40,460 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 64/156 +[2025-02-27 18:59:40,496 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 65/156 +[2025-02-27 18:59:40,534 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 66/156 +[2025-02-27 18:59:40,578 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 67/156 +[2025-02-27 18:59:40,614 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 68/156 +[2025-02-27 18:59:40,650 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 69/156 +[2025-02-27 18:59:40,687 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 70/156 +[2025-02-27 18:59:40,733 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 71/156 +[2025-02-27 18:59:40,777 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 72/156 +[2025-02-27 18:59:40,823 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 73/156 +[2025-02-27 18:59:40,870 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 74/156 +[2025-02-27 18:59:40,915 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 75/156 +[2025-02-27 18:59:40,962 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 76/156 +[2025-02-27 18:59:41,008 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 77/156 +[2025-02-27 18:59:41,056 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:41,614 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 89/156 +[2025-02-27 18:59:41,667 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 90/156 +[2025-02-27 18:59:41,727 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 91/156 +[2025-02-27 18:59:41,777 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 92/156 +[2025-02-27 18:59:41,820 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 93/156 +[2025-02-27 18:59:41,879 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 94/156 +[2025-02-27 18:59:41,923 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 95/156 +[2025-02-27 18:59:41,976 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 96/156 +[2025-02-27 18:59:42,028 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 97/156 +[2025-02-27 18:59:42,081 INFO test.py line 201 276539] Test: 19/78-scene0629_00, Batch: 98/156 +[2025-02-27 18:59:42,140 INFO test.py 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line 201 276539] Test: 20/78-scene0609_01, Batch: 86/125 +[2025-02-27 18:59:48,575 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 87/125 +[2025-02-27 18:59:48,602 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 88/125 +[2025-02-27 18:59:48,664 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 89/125 +[2025-02-27 18:59:48,701 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 90/125 +[2025-02-27 18:59:48,729 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 91/125 +[2025-02-27 18:59:48,777 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 92/125 +[2025-02-27 18:59:48,807 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 93/125 +[2025-02-27 18:59:48,847 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 94/125 +[2025-02-27 18:59:48,874 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 95/125 +[2025-02-27 18:59:48,934 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:49,470 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-02-27 18:59:49,541 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-02-27 18:59:49,608 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-02-27 18:59:49,673 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-02-27 18:59:49,734 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-02-27 18:59:49,792 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-02-27 18:59:49,841 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-02-27 18:59:49,887 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-02-27 18:59:49,928 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-02-27 18:59:49,978 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-02-27 18:59:50,034 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-02-27 18:59:50,082 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-02-27 18:59:50,128 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-02-27 18:59:50,184 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-02-27 18:59:50,240 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-02-27 18:59:50,320 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-02-27 18:59:50,388 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-02-27 18:59:50,461 INFO test.py line 201 276539] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-02-27 18:59:50,658 INFO test.py line 289 276539] Test: scene0609_01 [20/78]-115550 Batch 5.376 (5.359) Accuracy 0.8395 (0.8391) mIoU 0.4821 (0.7478) +[2025-02-27 18:59:50,710 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-02-27 18:59:50,782 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-02-27 18:59:50,835 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-02-27 18:59:50,902 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-02-27 18:59:50,945 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-02-27 18:59:50,998 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-02-27 18:59:51,037 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-02-27 18:59:51,075 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-02-27 18:59:51,118 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-02-27 18:59:51,179 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-02-27 18:59:51,210 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-02-27 18:59:51,240 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-02-27 18:59:51,302 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-02-27 18:59:51,366 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-02-27 18:59:51,407 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-02-27 18:59:51,448 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-02-27 18:59:51,521 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-02-27 18:59:51,600 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-02-27 18:59:51,675 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-02-27 18:59:51,762 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-02-27 18:59:51,832 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-02-27 18:59:51,880 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 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+[2025-02-27 18:59:53,967 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 53/130 +[2025-02-27 18:59:54,037 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 54/130 +[2025-02-27 18:59:54,085 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 55/130 +[2025-02-27 18:59:54,144 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 56/130 +[2025-02-27 18:59:54,198 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 57/130 +[2025-02-27 18:59:54,274 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 58/130 +[2025-02-27 18:59:54,328 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 59/130 +[2025-02-27 18:59:54,377 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 60/130 +[2025-02-27 18:59:54,426 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 61/130 +[2025-02-27 18:59:54,478 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 62/130 +[2025-02-27 18:59:54,524 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 63/130 +[2025-02-27 18:59:54,574 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 64/130 +[2025-02-27 18:59:54,621 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 65/130 +[2025-02-27 18:59:54,667 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 66/130 +[2025-02-27 18:59:54,717 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 67/130 +[2025-02-27 18:59:54,799 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 68/130 +[2025-02-27 18:59:54,873 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 69/130 +[2025-02-27 18:59:54,942 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 70/130 +[2025-02-27 18:59:55,006 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 71/130 +[2025-02-27 18:59:55,047 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 72/130 +[2025-02-27 18:59:55,087 INFO test.py line 201 276539] Test: 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+[2025-02-27 18:59:55,649 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 84/130 +[2025-02-27 18:59:55,701 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 85/130 +[2025-02-27 18:59:55,753 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 86/130 +[2025-02-27 18:59:55,808 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 87/130 +[2025-02-27 18:59:55,894 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 88/130 +[2025-02-27 18:59:55,943 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 89/130 +[2025-02-27 18:59:55,986 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 90/130 +[2025-02-27 18:59:56,034 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 91/130 +[2025-02-27 18:59:56,086 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 92/130 +[2025-02-27 18:59:56,132 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 93/130 +[2025-02-27 18:59:56,203 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 94/130 +[2025-02-27 18:59:56,254 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 95/130 +[2025-02-27 18:59:56,321 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 96/130 +[2025-02-27 18:59:56,393 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 97/130 +[2025-02-27 18:59:56,484 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 98/130 +[2025-02-27 18:59:56,566 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 99/130 +[2025-02-27 18:59:56,660 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 100/130 +[2025-02-27 18:59:56,699 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 101/130 +[2025-02-27 18:59:56,744 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 102/130 +[2025-02-27 18:59:56,819 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 103/130 +[2025-02-27 18:59:56,863 INFO test.py line 201 276539] Test: 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18:59:57,949 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-02-27 18:59:57,978 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-02-27 18:59:58,010 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-02-27 18:59:58,040 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-02-27 18:59:58,075 INFO test.py line 201 276539] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-02-27 18:59:58,279 INFO test.py line 289 276539] Test: scene0430_00 [21/78]-210249 Batch 7.620 (5.466) Accuracy 0.9594 (0.8408) mIoU 0.6676 (0.7498) +[2025-02-27 18:59:58,317 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-02-27 18:59:58,353 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-02-27 18:59:58,388 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-02-27 18:59:58,425 INFO test.py line 201 276539] Test: 22/78-scene0608_02, 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+[2025-02-27 18:59:59,876 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 35/125 +[2025-02-27 18:59:59,945 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 36/125 +[2025-02-27 19:00:00,037 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 37/125 +[2025-02-27 19:00:00,120 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 38/125 +[2025-02-27 19:00:00,198 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 39/125 +[2025-02-27 19:00:00,241 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 40/125 +[2025-02-27 19:00:00,279 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 41/125 +[2025-02-27 19:00:00,315 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 42/125 +[2025-02-27 19:00:00,353 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 43/125 +[2025-02-27 19:00:00,385 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 44/125 +[2025-02-27 19:00:00,418 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 45/125 +[2025-02-27 19:00:00,450 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 46/125 +[2025-02-27 19:00:00,482 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 47/125 +[2025-02-27 19:00:00,514 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 48/125 +[2025-02-27 19:00:00,595 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 49/125 +[2025-02-27 19:00:00,636 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 50/125 +[2025-02-27 19:00:00,675 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 51/125 +[2025-02-27 19:00:00,743 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 52/125 +[2025-02-27 19:00:00,782 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 53/125 +[2025-02-27 19:00:00,821 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 54/125 +[2025-02-27 19:00:00,864 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:01,411 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 66/125 +[2025-02-27 19:00:01,450 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 67/125 +[2025-02-27 19:00:01,490 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 68/125 +[2025-02-27 19:00:01,532 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 69/125 +[2025-02-27 19:00:01,572 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 70/125 +[2025-02-27 19:00:01,613 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 71/125 +[2025-02-27 19:00:01,646 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 72/125 +[2025-02-27 19:00:01,730 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 73/125 +[2025-02-27 19:00:01,815 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 74/125 +[2025-02-27 19:00:01,879 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 75/125 +[2025-02-27 19:00:01,917 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 76/125 +[2025-02-27 19:00:01,962 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 77/125 +[2025-02-27 19:00:02,022 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 78/125 +[2025-02-27 19:00:02,056 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 79/125 +[2025-02-27 19:00:02,104 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 80/125 +[2025-02-27 19:00:02,141 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 81/125 +[2025-02-27 19:00:02,183 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 82/125 +[2025-02-27 19:00:02,221 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 83/125 +[2025-02-27 19:00:02,261 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 84/125 +[2025-02-27 19:00:02,312 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 85/125 +[2025-02-27 19:00:02,358 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:02,858 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 97/125 +[2025-02-27 19:00:02,900 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 98/125 +[2025-02-27 19:00:02,974 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 99/125 +[2025-02-27 19:00:03,069 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 100/125 +[2025-02-27 19:00:03,180 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 101/125 +[2025-02-27 19:00:03,260 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 102/125 +[2025-02-27 19:00:03,314 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-02-27 19:00:03,360 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-02-27 19:00:03,417 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-02-27 19:00:03,486 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-02-27 19:00:03,575 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-02-27 19:00:03,676 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-02-27 19:00:03,798 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-02-27 19:00:03,852 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-02-27 19:00:03,905 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-02-27 19:00:03,956 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-02-27 19:00:04,005 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-02-27 19:00:04,110 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-02-27 19:00:04,191 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-02-27 19:00:04,307 INFO test.py line 201 276539] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-02-27 19:00:04,383 INFO test.py line 201 276539] Test: 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test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-02-27 19:00:05,196 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-02-27 19:00:05,226 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-02-27 19:00:05,262 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-02-27 19:00:05,313 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-02-27 19:00:05,370 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-02-27 19:00:05,426 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-02-27 19:00:05,474 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-02-27 19:00:05,533 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-02-27 19:00:05,558 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-02-27 19:00:05,584 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:06,020 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 22/125 +[2025-02-27 19:00:06,052 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 23/125 +[2025-02-27 19:00:06,085 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 24/125 +[2025-02-27 19:00:06,116 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 25/125 +[2025-02-27 19:00:06,145 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 26/125 +[2025-02-27 19:00:06,176 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 27/125 +[2025-02-27 19:00:06,206 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 28/125 +[2025-02-27 19:00:06,237 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 29/125 +[2025-02-27 19:00:06,269 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 30/125 +[2025-02-27 19:00:06,299 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 31/125 +[2025-02-27 19:00:06,346 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 32/125 +[2025-02-27 19:00:06,372 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 33/125 +[2025-02-27 19:00:06,397 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 34/125 +[2025-02-27 19:00:06,422 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 35/125 +[2025-02-27 19:00:06,450 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 36/125 +[2025-02-27 19:00:06,497 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 37/125 +[2025-02-27 19:00:06,537 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 38/125 +[2025-02-27 19:00:06,576 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 39/125 +[2025-02-27 19:00:06,608 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 40/125 +[2025-02-27 19:00:06,636 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 41/125 +[2025-02-27 19:00:06,667 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:07,732 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 84/125 +[2025-02-27 19:00:07,812 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 85/125 +[2025-02-27 19:00:07,858 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 86/125 +[2025-02-27 19:00:07,882 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 87/125 +[2025-02-27 19:00:07,929 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 88/125 +[2025-02-27 19:00:07,953 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 89/125 +[2025-02-27 19:00:07,976 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 90/125 +[2025-02-27 19:00:08,001 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 91/125 +[2025-02-27 19:00:08,053 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 92/125 +[2025-02-27 19:00:08,078 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 93/125 +[2025-02-27 19:00:08,108 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 94/125 +[2025-02-27 19:00:08,132 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 95/125 +[2025-02-27 19:00:08,157 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 96/125 +[2025-02-27 19:00:08,195 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 97/125 +[2025-02-27 19:00:08,224 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 98/125 +[2025-02-27 19:00:08,251 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 99/125 +[2025-02-27 19:00:08,274 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 100/125 +[2025-02-27 19:00:08,300 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 101/125 +[2025-02-27 19:00:08,331 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 102/125 +[2025-02-27 19:00:08,355 INFO test.py line 201 276539] Test: 23/78-scene0144_01, Batch: 103/125 +[2025-02-27 19:00:08,378 INFO test.py line 201 276539] Test: 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19:00:09,192 INFO test.py line 289 276539] Test: scene0144_01 [23/78]-116341 Batch 4.083 (5.466) Accuracy 0.9196 (0.8405) mIoU 0.5581 (0.7546) +[2025-02-27 19:00:09,280 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-02-27 19:00:09,358 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-02-27 19:00:09,442 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-02-27 19:00:09,514 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-02-27 19:00:09,576 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 4/145 +[2025-02-27 19:00:09,597 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 5/145 +[2025-02-27 19:00:09,650 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 6/145 +[2025-02-27 19:00:09,707 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 7/145 +[2025-02-27 19:00:09,781 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 8/145 +[2025-02-27 19:00:09,832 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 9/145 +[2025-02-27 19:00:09,870 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 10/145 +[2025-02-27 19:00:09,944 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 11/145 +[2025-02-27 19:00:10,006 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 12/145 +[2025-02-27 19:00:10,026 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 13/145 +[2025-02-27 19:00:10,085 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 14/145 +[2025-02-27 19:00:10,107 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 15/145 +[2025-02-27 19:00:10,137 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 16/145 +[2025-02-27 19:00:10,180 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-02-27 19:00:10,209 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-02-27 19:00:10,231 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-02-27 19:00:10,259 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-02-27 19:00:10,281 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-02-27 19:00:10,304 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-02-27 19:00:10,331 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-02-27 19:00:10,352 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-02-27 19:00:10,373 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 25/145 +[2025-02-27 19:00:10,395 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 26/145 +[2025-02-27 19:00:10,417 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 27/145 +[2025-02-27 19:00:10,443 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 28/145 +[2025-02-27 19:00:10,465 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:10,857 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 40/145 +[2025-02-27 19:00:10,882 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 41/145 +[2025-02-27 19:00:10,919 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 42/145 +[2025-02-27 19:00:10,949 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 43/145 +[2025-02-27 19:00:10,973 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 44/145 +[2025-02-27 19:00:11,004 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 45/145 +[2025-02-27 19:00:11,033 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 46/145 +[2025-02-27 19:00:11,054 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 47/145 +[2025-02-27 19:00:11,076 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 48/145 +[2025-02-27 19:00:11,097 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 49/145 +[2025-02-27 19:00:11,118 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 50/145 +[2025-02-27 19:00:11,139 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 51/145 +[2025-02-27 19:00:11,159 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 52/145 +[2025-02-27 19:00:11,179 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 53/145 +[2025-02-27 19:00:11,201 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 54/145 +[2025-02-27 19:00:11,228 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 55/145 +[2025-02-27 19:00:11,261 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 56/145 +[2025-02-27 19:00:11,282 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 57/145 +[2025-02-27 19:00:11,302 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 58/145 +[2025-02-27 19:00:11,326 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 59/145 +[2025-02-27 19:00:11,348 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:11,780 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 71/145 +[2025-02-27 19:00:11,867 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 72/145 +[2025-02-27 19:00:11,925 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 73/145 +[2025-02-27 19:00:11,953 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 74/145 +[2025-02-27 19:00:12,035 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 75/145 +[2025-02-27 19:00:12,092 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 76/145 +[2025-02-27 19:00:12,127 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 77/145 +[2025-02-27 19:00:12,166 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 78/145 +[2025-02-27 19:00:12,198 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 79/145 +[2025-02-27 19:00:12,224 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 80/145 +[2025-02-27 19:00:12,251 INFO test.py 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19:00:14,365 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-02-27 19:00:14,387 INFO test.py line 201 276539] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-02-27 19:00:14,517 INFO test.py line 289 276539] Test: scene0382_00 [24/78]-100285 Batch 5.324 (5.460) Accuracy 0.9421 (0.8410) mIoU 0.5863 (0.7553) +[2025-02-27 19:00:14,542 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-02-27 19:00:14,564 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-02-27 19:00:14,586 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-02-27 19:00:14,610 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-02-27 19:00:14,633 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-02-27 19:00:14,654 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-02-27 19:00:14,675 INFO test.py line 201 276539] Test: 25/78-scene0077_00, Batch: 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25/78-scene0077_00, Batch: 120/121 +[2025-02-27 19:00:18,809 INFO test.py line 289 276539] Test: scene0077_00 [25/78]-92807 Batch 4.292 (5.413) Accuracy 0.8890 (0.8424) mIoU 0.6707 (0.7578) +[2025-02-27 19:00:18,836 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-02-27 19:00:18,862 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-02-27 19:00:18,895 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-02-27 19:00:18,918 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-02-27 19:00:18,940 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-02-27 19:00:18,964 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-02-27 19:00:18,988 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-02-27 19:00:19,009 INFO test.py line 201 276539] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-02-27 19:00:19,031 INFO test.py line 201 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+[2025-02-27 19:00:25,732 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 65/121 +[2025-02-27 19:00:25,767 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 66/121 +[2025-02-27 19:00:25,803 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 67/121 +[2025-02-27 19:00:25,843 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 68/121 +[2025-02-27 19:00:25,878 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 69/121 +[2025-02-27 19:00:25,914 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 70/121 +[2025-02-27 19:00:25,948 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 71/121 +[2025-02-27 19:00:25,986 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 72/121 +[2025-02-27 19:00:26,020 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 73/121 +[2025-02-27 19:00:26,068 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 74/121 +[2025-02-27 19:00:26,108 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 75/121 +[2025-02-27 19:00:26,146 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 76/121 +[2025-02-27 19:00:26,180 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 77/121 +[2025-02-27 19:00:26,212 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 78/121 +[2025-02-27 19:00:26,244 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 79/121 +[2025-02-27 19:00:26,278 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 80/121 +[2025-02-27 19:00:26,311 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 81/121 +[2025-02-27 19:00:26,348 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 82/121 +[2025-02-27 19:00:26,381 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 83/121 +[2025-02-27 19:00:26,414 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 84/121 +[2025-02-27 19:00:26,446 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:26,806 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 96/121 +[2025-02-27 19:00:26,840 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 97/121 +[2025-02-27 19:00:26,874 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 98/121 +[2025-02-27 19:00:26,907 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 99/121 +[2025-02-27 19:00:26,939 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 100/121 +[2025-02-27 19:00:26,972 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 101/121 +[2025-02-27 19:00:27,006 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 102/121 +[2025-02-27 19:00:27,039 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 103/121 +[2025-02-27 19:00:27,072 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 104/121 +[2025-02-27 19:00:27,105 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 105/121 +[2025-02-27 19:00:27,138 INFO 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27/78-scene0608_00, Batch: 116/121 +[2025-02-27 19:00:27,522 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 117/121 +[2025-02-27 19:00:27,554 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-02-27 19:00:27,586 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-02-27 19:00:27,617 INFO test.py line 201 276539] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-02-27 19:00:27,840 INFO test.py line 289 276539] Test: scene0608_00 [27/78]-186579 Batch 4.494 (5.346) Accuracy 0.8498 (0.8333) mIoU 0.5153 (0.7512) +[2025-02-27 19:00:27,872 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-02-27 19:00:27,899 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-02-27 19:00:27,927 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-02-27 19:00:27,955 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-02-27 19:00:27,984 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-02-27 19:00:28,012 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 5/134 +[2025-02-27 19:00:28,039 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 6/134 +[2025-02-27 19:00:28,070 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 7/134 +[2025-02-27 19:00:28,098 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 8/134 +[2025-02-27 19:00:28,126 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 9/134 +[2025-02-27 19:00:28,155 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 10/134 +[2025-02-27 19:00:28,182 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 11/134 +[2025-02-27 19:00:28,211 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 12/134 +[2025-02-27 19:00:28,239 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 13/134 +[2025-02-27 19:00:28,266 INFO test.py line 201 276539] Test: 28/78-scene0558_01, 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201 276539] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-02-27 19:00:32,170 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-02-27 19:00:32,222 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-02-27 19:00:32,274 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-02-27 19:00:32,346 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-02-27 19:00:32,379 INFO test.py line 201 276539] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-02-27 19:00:32,574 INFO test.py line 289 276539] Test: scene0558_01 [28/78]-141342 Batch 4.734 (5.325) Accuracy 0.9634 (0.8339) mIoU 0.7740 (0.7521) +[2025-02-27 19:00:32,605 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-02-27 19:00:32,664 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-02-27 19:00:32,700 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-02-27 19:00:32,734 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-02-27 19:00:32,777 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-02-27 19:00:32,815 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-02-27 19:00:32,853 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-02-27 19:00:32,886 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-02-27 19:00:32,951 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-02-27 19:00:32,981 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-02-27 19:00:33,052 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-02-27 19:00:33,122 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-02-27 19:00:33,200 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-02-27 19:00:33,231 INFO test.py line 201 276539] 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+[2025-02-27 19:00:36,084 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 86/125 +[2025-02-27 19:00:36,113 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 87/125 +[2025-02-27 19:00:36,144 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 88/125 +[2025-02-27 19:00:36,177 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 89/125 +[2025-02-27 19:00:36,242 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 90/125 +[2025-02-27 19:00:36,275 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 91/125 +[2025-02-27 19:00:36,311 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 92/125 +[2025-02-27 19:00:36,342 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 93/125 +[2025-02-27 19:00:36,375 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 94/125 +[2025-02-27 19:00:36,409 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 95/125 +[2025-02-27 19:00:36,440 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 96/125 +[2025-02-27 19:00:36,510 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 97/125 +[2025-02-27 19:00:36,539 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 98/125 +[2025-02-27 19:00:36,568 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 99/125 +[2025-02-27 19:00:36,609 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 100/125 +[2025-02-27 19:00:36,639 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 101/125 +[2025-02-27 19:00:36,681 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 102/125 +[2025-02-27 19:00:36,727 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 103/125 +[2025-02-27 19:00:36,779 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 104/125 +[2025-02-27 19:00:36,859 INFO test.py line 201 276539] Test: 29/78-scene0430_01, Batch: 105/125 +[2025-02-27 19:00:36,907 INFO test.py line 201 276539] Test: 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Test: 30/78-scene0086_01, Batch: 0/144 +[2025-02-27 19:00:37,848 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-02-27 19:00:37,879 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-02-27 19:00:37,909 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-02-27 19:00:37,940 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-02-27 19:00:37,972 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-02-27 19:00:38,005 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-02-27 19:00:38,032 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-02-27 19:00:38,063 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 8/144 +[2025-02-27 19:00:38,093 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 9/144 +[2025-02-27 19:00:38,124 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 10/144 +[2025-02-27 19:00:38,184 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 11/144 +[2025-02-27 19:00:38,215 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 12/144 +[2025-02-27 19:00:38,260 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 13/144 +[2025-02-27 19:00:38,291 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 14/144 +[2025-02-27 19:00:38,321 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 15/144 +[2025-02-27 19:00:38,352 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 16/144 +[2025-02-27 19:00:38,382 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 17/144 +[2025-02-27 19:00:38,415 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 18/144 +[2025-02-27 19:00:38,478 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 19/144 +[2025-02-27 19:00:38,508 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 20/144 +[2025-02-27 19:00:38,552 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 21/144 +[2025-02-27 19:00:38,583 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 22/144 +[2025-02-27 19:00:38,612 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 23/144 +[2025-02-27 19:00:38,643 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 24/144 +[2025-02-27 19:00:38,673 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 25/144 +[2025-02-27 19:00:38,703 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 26/144 +[2025-02-27 19:00:38,735 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 27/144 +[2025-02-27 19:00:38,766 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 28/144 +[2025-02-27 19:00:38,795 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 29/144 +[2025-02-27 19:00:38,824 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 30/144 +[2025-02-27 19:00:38,854 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:39,357 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 42/144 +[2025-02-27 19:00:39,404 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 43/144 +[2025-02-27 19:00:39,460 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 44/144 +[2025-02-27 19:00:39,540 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 45/144 +[2025-02-27 19:00:39,588 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 46/144 +[2025-02-27 19:00:39,675 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 47/144 +[2025-02-27 19:00:39,734 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 48/144 +[2025-02-27 19:00:39,785 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 49/144 +[2025-02-27 19:00:39,847 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 50/144 +[2025-02-27 19:00:39,893 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 51/144 +[2025-02-27 19:00:39,939 INFO test.py 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+[2025-02-27 19:00:40,979 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 73/144 +[2025-02-27 19:00:41,024 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 74/144 +[2025-02-27 19:00:41,060 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 75/144 +[2025-02-27 19:00:41,120 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 76/144 +[2025-02-27 19:00:41,157 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 77/144 +[2025-02-27 19:00:41,214 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 78/144 +[2025-02-27 19:00:41,250 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 79/144 +[2025-02-27 19:00:41,282 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 80/144 +[2025-02-27 19:00:41,313 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 81/144 +[2025-02-27 19:00:41,344 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 82/144 +[2025-02-27 19:00:41,373 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 83/144 +[2025-02-27 19:00:41,400 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 84/144 +[2025-02-27 19:00:41,430 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 85/144 +[2025-02-27 19:00:41,458 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 86/144 +[2025-02-27 19:00:41,488 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 87/144 +[2025-02-27 19:00:41,519 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 88/144 +[2025-02-27 19:00:41,554 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 89/144 +[2025-02-27 19:00:41,586 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 90/144 +[2025-02-27 19:00:41,615 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 91/144 +[2025-02-27 19:00:41,646 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 92/144 +[2025-02-27 19:00:41,673 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:42,099 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-02-27 19:00:42,133 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-02-27 19:00:42,193 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-02-27 19:00:42,257 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-02-27 19:00:42,335 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-02-27 19:00:42,372 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-02-27 19:00:42,403 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-02-27 19:00:42,437 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-02-27 19:00:42,469 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-02-27 19:00:42,505 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-02-27 19:00:42,545 INFO 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134/144 +[2025-02-27 19:00:43,739 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 135/144 +[2025-02-27 19:00:43,807 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 136/144 +[2025-02-27 19:00:43,844 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 137/144 +[2025-02-27 19:00:43,890 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 138/144 +[2025-02-27 19:00:43,917 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-02-27 19:00:43,948 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-02-27 19:00:43,981 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-02-27 19:00:44,064 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-02-27 19:00:44,120 INFO test.py line 201 276539] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-02-27 19:00:44,397 INFO test.py line 289 276539] Test: scene0086_01 [30/78]-124210 Batch 6.614 (5.364) Accuracy 0.9341 (0.8395) mIoU 0.5962 (0.7619) +[2025-02-27 19:00:45,248 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-02-27 19:00:45,314 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-02-27 19:00:45,376 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-02-27 19:00:45,447 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-02-27 19:00:45,523 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-02-27 19:00:45,612 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-02-27 19:00:45,680 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-02-27 19:00:45,742 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-02-27 19:00:45,800 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-02-27 19:00:45,856 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-02-27 19:00:45,950 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-02-27 19:00:46,005 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-02-27 19:00:46,059 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-02-27 19:00:46,115 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-02-27 19:00:46,178 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-02-27 19:00:46,241 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-02-27 19:00:46,297 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 16/138 +[2025-02-27 19:00:46,378 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 17/138 +[2025-02-27 19:00:46,447 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 18/138 +[2025-02-27 19:00:46,518 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 19/138 +[2025-02-27 19:00:46,591 INFO test.py line 201 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+[2025-02-27 19:00:49,623 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 62/138 +[2025-02-27 19:00:49,703 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 63/138 +[2025-02-27 19:00:49,760 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 64/138 +[2025-02-27 19:00:49,817 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 65/138 +[2025-02-27 19:00:49,867 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 66/138 +[2025-02-27 19:00:49,916 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 67/138 +[2025-02-27 19:00:49,970 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 68/138 +[2025-02-27 19:00:50,021 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 69/138 +[2025-02-27 19:00:50,072 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 70/138 +[2025-02-27 19:00:50,125 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 71/138 +[2025-02-27 19:00:50,175 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 72/138 +[2025-02-27 19:00:50,226 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 73/138 +[2025-02-27 19:00:50,276 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 74/138 +[2025-02-27 19:00:50,326 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 75/138 +[2025-02-27 19:00:50,378 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 76/138 +[2025-02-27 19:00:50,429 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 77/138 +[2025-02-27 19:00:50,479 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 78/138 +[2025-02-27 19:00:50,531 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 79/138 +[2025-02-27 19:00:50,600 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 80/138 +[2025-02-27 19:00:50,650 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 81/138 +[2025-02-27 19:00:50,702 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:51,327 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 93/138 +[2025-02-27 19:00:51,382 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 94/138 +[2025-02-27 19:00:51,438 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 95/138 +[2025-02-27 19:00:51,494 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 96/138 +[2025-02-27 19:00:51,549 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 97/138 +[2025-02-27 19:00:51,604 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 98/138 +[2025-02-27 19:00:51,661 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 99/138 +[2025-02-27 19:00:51,716 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 100/138 +[2025-02-27 19:00:51,772 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 101/138 +[2025-02-27 19:00:51,830 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 102/138 +[2025-02-27 19:00:51,887 INFO 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19:00:53,847 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-02-27 19:00:53,903 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-02-27 19:00:53,960 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-02-27 19:00:54,014 INFO test.py line 201 276539] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-02-27 19:00:54,511 INFO test.py line 289 276539] Test: scene0500_00 [31/78]-396942 Batch 9.349 (5.492) Accuracy 0.9443 (0.8397) mIoU 0.4803 (0.7631) +[2025-02-27 19:00:54,552 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-02-27 19:00:54,620 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-02-27 19:00:54,675 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-02-27 19:00:54,734 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-02-27 19:00:54,771 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 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line 201 276539] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-02-27 19:00:55,387 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-02-27 19:00:55,432 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-02-27 19:00:55,466 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-02-27 19:00:55,509 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-02-27 19:00:55,554 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 20/121 +[2025-02-27 19:00:55,623 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 21/121 +[2025-02-27 19:00:55,668 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 22/121 +[2025-02-27 19:00:55,712 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 23/121 +[2025-02-27 19:00:55,777 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 24/121 +[2025-02-27 19:00:55,822 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:56,245 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 36/121 +[2025-02-27 19:00:56,277 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 37/121 +[2025-02-27 19:00:56,309 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 38/121 +[2025-02-27 19:00:56,343 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 39/121 +[2025-02-27 19:00:56,376 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 40/121 +[2025-02-27 19:00:56,410 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 41/121 +[2025-02-27 19:00:56,444 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 42/121 +[2025-02-27 19:00:56,485 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 43/121 +[2025-02-27 19:00:56,526 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 44/121 +[2025-02-27 19:00:56,562 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 45/121 +[2025-02-27 19:00:56,595 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 46/121 +[2025-02-27 19:00:56,629 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 47/121 +[2025-02-27 19:00:56,662 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 48/121 +[2025-02-27 19:00:56,700 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 49/121 +[2025-02-27 19:00:56,738 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 50/121 +[2025-02-27 19:00:56,771 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 51/121 +[2025-02-27 19:00:56,807 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 52/121 +[2025-02-27 19:00:56,846 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 53/121 +[2025-02-27 19:00:56,890 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 54/121 +[2025-02-27 19:00:56,936 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 55/121 +[2025-02-27 19:00:56,970 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:57,361 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 67/121 +[2025-02-27 19:00:57,394 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 68/121 +[2025-02-27 19:00:57,429 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 69/121 +[2025-02-27 19:00:57,462 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 70/121 +[2025-02-27 19:00:57,494 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 71/121 +[2025-02-27 19:00:57,525 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 72/121 +[2025-02-27 19:00:57,564 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 73/121 +[2025-02-27 19:00:57,606 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 74/121 +[2025-02-27 19:00:57,667 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 75/121 +[2025-02-27 19:00:57,702 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 76/121 +[2025-02-27 19:00:57,736 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 77/121 +[2025-02-27 19:00:57,772 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 78/121 +[2025-02-27 19:00:57,817 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 79/121 +[2025-02-27 19:00:57,859 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 80/121 +[2025-02-27 19:00:57,893 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 81/121 +[2025-02-27 19:00:57,944 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 82/121 +[2025-02-27 19:00:57,982 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 83/121 +[2025-02-27 19:00:58,021 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 84/121 +[2025-02-27 19:00:58,080 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 85/121 +[2025-02-27 19:00:58,134 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 86/121 +[2025-02-27 19:00:58,185 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:00:58,752 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 98/121 +[2025-02-27 19:00:58,791 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 99/121 +[2025-02-27 19:00:58,830 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 100/121 +[2025-02-27 19:00:58,867 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 101/121 +[2025-02-27 19:00:58,904 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 102/121 +[2025-02-27 19:00:58,945 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 103/121 +[2025-02-27 19:00:58,988 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 104/121 +[2025-02-27 19:00:59,030 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 105/121 +[2025-02-27 19:00:59,072 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 106/121 +[2025-02-27 19:00:59,118 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 107/121 +[2025-02-27 19:00:59,164 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 108/121 +[2025-02-27 19:00:59,215 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 109/121 +[2025-02-27 19:00:59,264 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-02-27 19:00:59,316 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-02-27 19:00:59,368 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-02-27 19:00:59,413 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-02-27 19:00:59,451 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-02-27 19:00:59,488 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-02-27 19:00:59,526 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-02-27 19:00:59,563 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-02-27 19:00:59,628 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-02-27 19:00:59,666 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-02-27 19:00:59,710 INFO test.py line 201 276539] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-02-27 19:01:00,041 INFO test.py line 289 276539] Test: scene0064_01 [32/78]-195252 Batch 5.530 (5.493) Accuracy 0.9434 (0.8394) mIoU 0.6183 (0.7632) +[2025-02-27 19:01:00,077 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-02-27 19:01:00,112 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-02-27 19:01:00,161 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-02-27 19:01:00,188 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-02-27 19:01:00,222 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-02-27 19:01:00,259 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-02-27 19:01:00,287 INFO test.py line 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line 201 276539] Test: 33/78-scene0553_01, Batch: 58/117 +[2025-02-27 19:01:01,579 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 59/117 +[2025-02-27 19:01:01,608 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 60/117 +[2025-02-27 19:01:01,637 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 61/117 +[2025-02-27 19:01:01,665 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 62/117 +[2025-02-27 19:01:01,699 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 63/117 +[2025-02-27 19:01:01,731 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 64/117 +[2025-02-27 19:01:01,760 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 65/117 +[2025-02-27 19:01:01,794 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 66/117 +[2025-02-27 19:01:01,826 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 67/117 +[2025-02-27 19:01:01,857 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 33/78-scene0553_01, Batch: 89/117 +[2025-02-27 19:01:02,593 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 90/117 +[2025-02-27 19:01:02,620 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 91/117 +[2025-02-27 19:01:02,651 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 92/117 +[2025-02-27 19:01:02,674 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 93/117 +[2025-02-27 19:01:02,734 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 94/117 +[2025-02-27 19:01:02,757 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 95/117 +[2025-02-27 19:01:02,800 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 96/117 +[2025-02-27 19:01:02,836 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 97/117 +[2025-02-27 19:01:02,888 INFO test.py line 201 276539] Test: 33/78-scene0553_01, Batch: 98/117 +[2025-02-27 19:01:02,925 INFO test.py line 201 276539] Test: 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19:01:08,633 INFO test.py line 201 276539] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-02-27 19:01:08,695 INFO test.py line 201 276539] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-02-27 19:01:08,887 INFO test.py line 289 276539] Test: scene0462_00 [34/78]-156714 Batch 5.241 (5.430) Accuracy 0.8991 (0.8219) mIoU 0.3648 (0.7467) +[2025-02-27 19:01:08,926 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-02-27 19:01:08,968 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-02-27 19:01:09,049 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-02-27 19:01:09,103 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-02-27 19:01:09,156 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-02-27 19:01:09,207 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-02-27 19:01:09,262 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 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+[2025-02-27 19:01:11,579 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 69/113 +[2025-02-27 19:01:11,615 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 70/113 +[2025-02-27 19:01:11,676 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 71/113 +[2025-02-27 19:01:11,713 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 72/113 +[2025-02-27 19:01:11,747 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 73/113 +[2025-02-27 19:01:11,794 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 74/113 +[2025-02-27 19:01:11,854 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 75/113 +[2025-02-27 19:01:11,880 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 76/113 +[2025-02-27 19:01:11,941 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 77/113 +[2025-02-27 19:01:11,995 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 78/113 +[2025-02-27 19:01:12,040 INFO test.py 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+[2025-02-27 19:01:13,028 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-02-27 19:01:13,105 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-02-27 19:01:13,156 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-02-27 19:01:13,224 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 103/113 +[2025-02-27 19:01:13,260 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-02-27 19:01:13,293 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-02-27 19:01:13,336 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-02-27 19:01:13,383 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-02-27 19:01:13,442 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-02-27 19:01:13,469 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-02-27 19:01:13,492 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-02-27 19:01:13,530 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-02-27 19:01:13,560 INFO test.py line 201 276539] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-02-27 19:01:13,616 INFO test.py line 289 276539] Test: scene0146_00 [35/78]-60438 Batch 4.728 (5.410) Accuracy 0.9507 (0.8233) mIoU 0.6591 (0.7486) +[2025-02-27 19:01:13,660 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-02-27 19:01:13,689 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-02-27 19:01:13,753 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-02-27 19:01:13,791 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-02-27 19:01:13,836 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-02-27 19:01:13,933 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-02-27 19:01:14,001 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-02-27 19:01:14,035 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-02-27 19:01:14,094 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-02-27 19:01:14,135 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-02-27 19:01:14,175 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-02-27 19:01:14,210 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-02-27 19:01:14,250 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-02-27 19:01:14,291 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-02-27 19:01:14,328 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-02-27 19:01:14,361 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-02-27 19:01:14,446 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-02-27 19:01:14,489 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-02-27 19:01:14,529 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-02-27 19:01:14,598 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-02-27 19:01:14,640 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-02-27 19:01:14,681 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-02-27 19:01:14,749 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-02-27 19:01:14,776 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-02-27 19:01:14,826 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-02-27 19:01:14,864 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-02-27 19:01:14,933 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-02-27 19:01:14,991 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-02-27 19:01:15,024 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-02-27 19:01:15,068 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-02-27 19:01:15,103 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 30/134 +[2025-02-27 19:01:15,166 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 31/134 +[2025-02-27 19:01:15,204 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-02-27 19:01:15,254 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-02-27 19:01:15,289 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-02-27 19:01:15,323 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-02-27 19:01:15,354 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-02-27 19:01:15,389 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-02-27 19:01:15,446 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 38/134 +[2025-02-27 19:01:15,478 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 39/134 +[2025-02-27 19:01:15,522 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 40/134 +[2025-02-27 19:01:15,564 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 41/134 +[2025-02-27 19:01:15,596 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 42/134 +[2025-02-27 19:01:15,636 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 43/134 +[2025-02-27 19:01:15,667 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 44/134 +[2025-02-27 19:01:15,705 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 45/134 +[2025-02-27 19:01:15,737 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 46/134 +[2025-02-27 19:01:15,812 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:16,365 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 58/134 +[2025-02-27 19:01:16,408 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 59/134 +[2025-02-27 19:01:16,460 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 60/134 +[2025-02-27 19:01:16,505 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 61/134 +[2025-02-27 19:01:16,548 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 62/134 +[2025-02-27 19:01:16,587 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 63/134 +[2025-02-27 19:01:16,645 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 64/134 +[2025-02-27 19:01:16,676 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 65/134 +[2025-02-27 19:01:16,708 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 66/134 +[2025-02-27 19:01:16,741 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 67/134 +[2025-02-27 19:01:16,774 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 68/134 +[2025-02-27 19:01:16,823 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 69/134 +[2025-02-27 19:01:16,856 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 70/134 +[2025-02-27 19:01:16,899 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 71/134 +[2025-02-27 19:01:16,944 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 72/134 +[2025-02-27 19:01:16,989 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 73/134 +[2025-02-27 19:01:17,033 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 74/134 +[2025-02-27 19:01:17,067 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 75/134 +[2025-02-27 19:01:17,102 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 76/134 +[2025-02-27 19:01:17,142 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 77/134 +[2025-02-27 19:01:17,191 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:17,790 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 89/134 +[2025-02-27 19:01:17,879 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 90/134 +[2025-02-27 19:01:17,924 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 91/134 +[2025-02-27 19:01:17,969 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 92/134 +[2025-02-27 19:01:18,026 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 93/134 +[2025-02-27 19:01:18,076 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 94/134 +[2025-02-27 19:01:18,116 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 95/134 +[2025-02-27 19:01:18,151 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 96/134 +[2025-02-27 19:01:18,208 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 97/134 +[2025-02-27 19:01:18,272 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 98/134 +[2025-02-27 19:01:18,336 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 99/134 +[2025-02-27 19:01:18,371 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 100/134 +[2025-02-27 19:01:18,410 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 101/134 +[2025-02-27 19:01:18,450 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 102/134 +[2025-02-27 19:01:18,486 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 103/134 +[2025-02-27 19:01:18,519 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 104/134 +[2025-02-27 19:01:18,555 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 105/134 +[2025-02-27 19:01:18,588 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 106/134 +[2025-02-27 19:01:18,631 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 107/134 +[2025-02-27 19:01:18,667 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 108/134 +[2025-02-27 19:01:18,702 INFO test.py line 201 276539] Test: 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19:01:19,554 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-02-27 19:01:19,589 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-02-27 19:01:19,646 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-02-27 19:01:19,679 INFO test.py line 201 276539] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-02-27 19:01:19,906 INFO test.py line 289 276539] Test: scene0131_01 [36/78]-172221 Batch 6.289 (5.435) Accuracy 0.8986 (0.8148) mIoU 0.3225 (0.7419) +[2025-02-27 19:01:19,946 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-02-27 19:01:19,976 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-02-27 19:01:20,008 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-02-27 19:01:20,075 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-02-27 19:01:20,107 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 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line 201 276539] Test: 37/78-scene0086_00, Batch: 15/131 +[2025-02-27 19:01:20,675 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-02-27 19:01:20,711 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 17/131 +[2025-02-27 19:01:20,743 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 18/131 +[2025-02-27 19:01:20,795 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 19/131 +[2025-02-27 19:01:20,837 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 20/131 +[2025-02-27 19:01:20,899 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 21/131 +[2025-02-27 19:01:20,940 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 22/131 +[2025-02-27 19:01:20,974 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 23/131 +[2025-02-27 19:01:21,052 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 24/131 +[2025-02-27 19:01:21,090 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:21,484 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 36/131 +[2025-02-27 19:01:21,548 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 37/131 +[2025-02-27 19:01:21,585 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 38/131 +[2025-02-27 19:01:21,658 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 39/131 +[2025-02-27 19:01:21,698 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 40/131 +[2025-02-27 19:01:21,741 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 41/131 +[2025-02-27 19:01:21,784 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 42/131 +[2025-02-27 19:01:21,826 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 43/131 +[2025-02-27 19:01:21,886 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 44/131 +[2025-02-27 19:01:21,962 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 45/131 +[2025-02-27 19:01:21,996 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 46/131 +[2025-02-27 19:01:22,056 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 47/131 +[2025-02-27 19:01:22,092 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 48/131 +[2025-02-27 19:01:22,151 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 49/131 +[2025-02-27 19:01:22,181 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 50/131 +[2025-02-27 19:01:22,217 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 51/131 +[2025-02-27 19:01:22,243 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 52/131 +[2025-02-27 19:01:22,294 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 53/131 +[2025-02-27 19:01:22,320 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 54/131 +[2025-02-27 19:01:22,389 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 55/131 +[2025-02-27 19:01:22,424 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:22,781 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 67/131 +[2025-02-27 19:01:22,812 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 68/131 +[2025-02-27 19:01:22,864 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 69/131 +[2025-02-27 19:01:22,893 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 70/131 +[2025-02-27 19:01:22,921 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 71/131 +[2025-02-27 19:01:22,946 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 72/131 +[2025-02-27 19:01:22,969 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 73/131 +[2025-02-27 19:01:22,997 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 74/131 +[2025-02-27 19:01:23,046 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 75/131 +[2025-02-27 19:01:23,071 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 76/131 +[2025-02-27 19:01:23,096 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 77/131 +[2025-02-27 19:01:23,124 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 78/131 +[2025-02-27 19:01:23,186 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 79/131 +[2025-02-27 19:01:23,216 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 80/131 +[2025-02-27 19:01:23,251 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 81/131 +[2025-02-27 19:01:23,282 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 82/131 +[2025-02-27 19:01:23,312 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 83/131 +[2025-02-27 19:01:23,343 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 84/131 +[2025-02-27 19:01:23,373 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 85/131 +[2025-02-27 19:01:23,443 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 86/131 +[2025-02-27 19:01:23,505 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:23,990 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 98/131 +[2025-02-27 19:01:24,030 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 99/131 +[2025-02-27 19:01:24,071 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 100/131 +[2025-02-27 19:01:24,118 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 101/131 +[2025-02-27 19:01:24,183 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 102/131 +[2025-02-27 19:01:24,228 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 103/131 +[2025-02-27 19:01:24,273 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 104/131 +[2025-02-27 19:01:24,315 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 105/131 +[2025-02-27 19:01:24,363 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 106/131 +[2025-02-27 19:01:24,396 INFO test.py line 201 276539] Test: 37/78-scene0086_00, Batch: 107/131 +[2025-02-27 19:01:24,471 INFO 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+[2025-02-27 19:01:26,828 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 17/113 +[2025-02-27 19:01:26,863 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 18/113 +[2025-02-27 19:01:26,895 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 19/113 +[2025-02-27 19:01:26,927 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 20/113 +[2025-02-27 19:01:26,960 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 21/113 +[2025-02-27 19:01:26,994 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 22/113 +[2025-02-27 19:01:27,036 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 23/113 +[2025-02-27 19:01:27,068 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 24/113 +[2025-02-27 19:01:27,102 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 25/113 +[2025-02-27 19:01:27,138 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 26/113 +[2025-02-27 19:01:27,196 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 27/113 +[2025-02-27 19:01:27,229 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 28/113 +[2025-02-27 19:01:27,286 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 29/113 +[2025-02-27 19:01:27,341 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 30/113 +[2025-02-27 19:01:27,370 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 31/113 +[2025-02-27 19:01:27,397 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 32/113 +[2025-02-27 19:01:27,425 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 33/113 +[2025-02-27 19:01:27,464 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 34/113 +[2025-02-27 19:01:27,493 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 35/113 +[2025-02-27 19:01:27,521 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 36/113 +[2025-02-27 19:01:27,581 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 38/78-scene0196_00, Batch: 89/113 +[2025-02-27 19:01:30,007 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 90/113 +[2025-02-27 19:01:30,039 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 91/113 +[2025-02-27 19:01:30,102 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 92/113 +[2025-02-27 19:01:30,139 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 93/113 +[2025-02-27 19:01:30,193 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 94/113 +[2025-02-27 19:01:30,249 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 95/113 +[2025-02-27 19:01:30,302 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 96/113 +[2025-02-27 19:01:30,353 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 97/113 +[2025-02-27 19:01:30,402 INFO test.py line 201 276539] Test: 38/78-scene0196_00, Batch: 98/113 +[2025-02-27 19:01:30,431 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:32,929 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 47/129 +[2025-02-27 19:01:32,966 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 48/129 +[2025-02-27 19:01:33,002 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 49/129 +[2025-02-27 19:01:33,036 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 50/129 +[2025-02-27 19:01:33,098 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 51/129 +[2025-02-27 19:01:33,132 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 52/129 +[2025-02-27 19:01:33,164 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 53/129 +[2025-02-27 19:01:33,203 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 54/129 +[2025-02-27 19:01:33,236 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 55/129 +[2025-02-27 19:01:33,269 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 56/129 +[2025-02-27 19:01:33,303 INFO test.py 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+[2025-02-27 19:01:34,193 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 78/129 +[2025-02-27 19:01:34,264 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 79/129 +[2025-02-27 19:01:34,317 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 80/129 +[2025-02-27 19:01:34,361 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 81/129 +[2025-02-27 19:01:34,406 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 82/129 +[2025-02-27 19:01:34,459 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 83/129 +[2025-02-27 19:01:34,503 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 84/129 +[2025-02-27 19:01:34,564 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 85/129 +[2025-02-27 19:01:34,606 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 86/129 +[2025-02-27 19:01:34,649 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 87/129 +[2025-02-27 19:01:34,691 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 88/129 +[2025-02-27 19:01:34,728 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 89/129 +[2025-02-27 19:01:34,774 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 90/129 +[2025-02-27 19:01:34,814 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 91/129 +[2025-02-27 19:01:34,872 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 92/129 +[2025-02-27 19:01:34,908 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 93/129 +[2025-02-27 19:01:34,944 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 94/129 +[2025-02-27 19:01:34,991 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 95/129 +[2025-02-27 19:01:35,031 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 96/129 +[2025-02-27 19:01:35,074 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 97/129 +[2025-02-27 19:01:35,148 INFO test.py line 201 276539] Test: 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19:01:36,067 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-02-27 19:01:36,099 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-02-27 19:01:36,132 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-02-27 19:01:36,164 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-02-27 19:01:36,196 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-02-27 19:01:36,228 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-02-27 19:01:36,260 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-02-27 19:01:36,302 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-02-27 19:01:36,333 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-02-27 19:01:36,365 INFO test.py line 201 276539] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-02-27 19:01:36,579 INFO test.py line 289 276539] Test: scene0050_00 [39/78]-211406 Batch 5.509 (5.444) Accuracy 0.8174 (0.8162) mIoU 0.4338 (0.7429) +[2025-02-27 19:01:36,632 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-02-27 19:01:36,672 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-02-27 19:01:36,711 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-02-27 19:01:36,750 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-02-27 19:01:36,789 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-02-27 19:01:36,837 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-02-27 19:01:36,897 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-02-27 19:01:36,945 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-02-27 19:01:36,993 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-02-27 19:01:37,047 INFO 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+[2025-02-27 19:01:38,136 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 30/138 +[2025-02-27 19:01:38,184 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 31/138 +[2025-02-27 19:01:38,238 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 32/138 +[2025-02-27 19:01:38,296 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 33/138 +[2025-02-27 19:01:38,356 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 34/138 +[2025-02-27 19:01:38,445 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 35/138 +[2025-02-27 19:01:38,501 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 36/138 +[2025-02-27 19:01:38,565 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 37/138 +[2025-02-27 19:01:38,619 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 38/138 +[2025-02-27 19:01:38,670 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 39/138 +[2025-02-27 19:01:38,717 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 40/138 +[2025-02-27 19:01:38,773 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 41/138 +[2025-02-27 19:01:38,837 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 42/138 +[2025-02-27 19:01:38,932 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 43/138 +[2025-02-27 19:01:39,004 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 44/138 +[2025-02-27 19:01:39,074 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 45/138 +[2025-02-27 19:01:39,137 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 46/138 +[2025-02-27 19:01:39,184 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 47/138 +[2025-02-27 19:01:39,234 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 48/138 +[2025-02-27 19:01:39,285 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 49/138 +[2025-02-27 19:01:39,330 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:39,820 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 61/138 +[2025-02-27 19:01:39,865 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 62/138 +[2025-02-27 19:01:39,912 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 63/138 +[2025-02-27 19:01:39,968 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 64/138 +[2025-02-27 19:01:40,015 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 65/138 +[2025-02-27 19:01:40,064 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 66/138 +[2025-02-27 19:01:40,110 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 67/138 +[2025-02-27 19:01:40,163 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 68/138 +[2025-02-27 19:01:40,212 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 69/138 +[2025-02-27 19:01:40,255 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 70/138 +[2025-02-27 19:01:40,301 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 71/138 +[2025-02-27 19:01:40,343 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 72/138 +[2025-02-27 19:01:40,386 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 73/138 +[2025-02-27 19:01:40,429 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 74/138 +[2025-02-27 19:01:40,480 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 75/138 +[2025-02-27 19:01:40,532 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 76/138 +[2025-02-27 19:01:40,579 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 77/138 +[2025-02-27 19:01:40,657 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 78/138 +[2025-02-27 19:01:40,729 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 79/138 +[2025-02-27 19:01:40,793 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 80/138 +[2025-02-27 19:01:40,840 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:41,384 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 92/138 +[2025-02-27 19:01:41,445 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 93/138 +[2025-02-27 19:01:41,503 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 94/138 +[2025-02-27 19:01:41,563 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 95/138 +[2025-02-27 19:01:41,627 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 96/138 +[2025-02-27 19:01:41,676 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 97/138 +[2025-02-27 19:01:41,723 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 98/138 +[2025-02-27 19:01:41,773 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 99/138 +[2025-02-27 19:01:41,819 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 100/138 +[2025-02-27 19:01:41,868 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 101/138 +[2025-02-27 19:01:41,920 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 102/138 +[2025-02-27 19:01:41,968 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 103/138 +[2025-02-27 19:01:42,017 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 104/138 +[2025-02-27 19:01:42,064 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 105/138 +[2025-02-27 19:01:42,111 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 106/138 +[2025-02-27 19:01:42,160 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 107/138 +[2025-02-27 19:01:42,208 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 108/138 +[2025-02-27 19:01:42,255 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 109/138 +[2025-02-27 19:01:42,305 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 110/138 +[2025-02-27 19:01:42,355 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 111/138 +[2025-02-27 19:01:42,403 INFO test.py line 201 276539] Test: 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19:01:43,405 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-02-27 19:01:43,445 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-02-27 19:01:43,486 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-02-27 19:01:43,526 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-02-27 19:01:43,567 INFO test.py line 201 276539] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-02-27 19:01:43,899 INFO test.py line 289 276539] Test: scene0616_00 [40/78]-310248 Batch 7.319 (5.491) Accuracy 0.8385 (0.8075) mIoU 0.6798 (0.7359) +[2025-02-27 19:01:43,939 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-02-27 19:01:43,975 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-02-27 19:01:44,012 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-02-27 19:01:44,048 INFO test.py line 201 276539] Test: 41/78-scene0095_00, 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+[2025-02-27 19:01:46,108 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 35/142 +[2025-02-27 19:01:46,157 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 36/142 +[2025-02-27 19:01:46,208 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 37/142 +[2025-02-27 19:01:46,250 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 38/142 +[2025-02-27 19:01:46,295 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 39/142 +[2025-02-27 19:01:46,343 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 40/142 +[2025-02-27 19:01:46,394 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 41/142 +[2025-02-27 19:01:46,440 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 42/142 +[2025-02-27 19:01:46,504 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 43/142 +[2025-02-27 19:01:46,555 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 44/142 +[2025-02-27 19:01:46,597 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 45/142 +[2025-02-27 19:01:46,642 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 46/142 +[2025-02-27 19:01:46,694 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 47/142 +[2025-02-27 19:01:46,747 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 48/142 +[2025-02-27 19:01:46,802 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 49/142 +[2025-02-27 19:01:46,853 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 50/142 +[2025-02-27 19:01:46,900 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 51/142 +[2025-02-27 19:01:46,952 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 52/142 +[2025-02-27 19:01:47,006 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 53/142 +[2025-02-27 19:01:47,125 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 54/142 +[2025-02-27 19:01:47,190 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:47,834 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 66/142 +[2025-02-27 19:01:47,888 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 67/142 +[2025-02-27 19:01:47,923 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 68/142 +[2025-02-27 19:01:47,978 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 69/142 +[2025-02-27 19:01:48,040 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 70/142 +[2025-02-27 19:01:48,113 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 71/142 +[2025-02-27 19:01:48,181 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 72/142 +[2025-02-27 19:01:48,215 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 73/142 +[2025-02-27 19:01:48,249 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 74/142 +[2025-02-27 19:01:48,282 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 75/142 +[2025-02-27 19:01:48,314 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 76/142 +[2025-02-27 19:01:48,346 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 77/142 +[2025-02-27 19:01:48,378 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 78/142 +[2025-02-27 19:01:48,411 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 79/142 +[2025-02-27 19:01:48,443 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 80/142 +[2025-02-27 19:01:48,475 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 81/142 +[2025-02-27 19:01:48,511 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 82/142 +[2025-02-27 19:01:48,542 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 83/142 +[2025-02-27 19:01:48,573 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 84/142 +[2025-02-27 19:01:48,631 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 85/142 +[2025-02-27 19:01:48,662 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:49,078 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 97/142 +[2025-02-27 19:01:49,113 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 98/142 +[2025-02-27 19:01:49,150 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 99/142 +[2025-02-27 19:01:49,197 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 100/142 +[2025-02-27 19:01:49,243 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 101/142 +[2025-02-27 19:01:49,288 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 102/142 +[2025-02-27 19:01:49,339 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 103/142 +[2025-02-27 19:01:49,392 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 104/142 +[2025-02-27 19:01:49,446 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 105/142 +[2025-02-27 19:01:49,497 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 106/142 +[2025-02-27 19:01:49,551 INFO 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19:01:50,771 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-02-27 19:01:50,807 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-02-27 19:01:50,842 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-02-27 19:01:50,877 INFO test.py line 201 276539] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-02-27 19:01:51,202 INFO test.py line 289 276539] Test: scene0095_00 [41/78]-214895 Batch 7.303 (5.535) Accuracy 0.8945 (0.8071) mIoU 0.6167 (0.7356) +[2025-02-27 19:01:51,236 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-02-27 19:01:51,276 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-02-27 19:01:51,308 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-02-27 19:01:51,338 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-02-27 19:01:51,383 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 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line 201 276539] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-02-27 19:01:51,767 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-02-27 19:01:51,796 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-02-27 19:01:51,826 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-02-27 19:01:51,860 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-02-27 19:01:51,886 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-02-27 19:01:51,916 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 21/139 +[2025-02-27 19:01:51,942 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 22/139 +[2025-02-27 19:01:51,967 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 23/139 +[2025-02-27 19:01:52,005 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 24/139 +[2025-02-27 19:01:52,031 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:52,345 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-02-27 19:01:52,370 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-02-27 19:01:52,402 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-02-27 19:01:52,429 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 39/139 +[2025-02-27 19:01:52,478 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 40/139 +[2025-02-27 19:01:52,505 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 41/139 +[2025-02-27 19:01:52,534 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 42/139 +[2025-02-27 19:01:52,561 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 43/139 +[2025-02-27 19:01:52,588 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 44/139 +[2025-02-27 19:01:52,613 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 45/139 +[2025-02-27 19:01:52,638 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 46/139 +[2025-02-27 19:01:52,664 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 47/139 +[2025-02-27 19:01:52,691 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 48/139 +[2025-02-27 19:01:52,718 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 49/139 +[2025-02-27 19:01:52,745 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 50/139 +[2025-02-27 19:01:52,774 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 51/139 +[2025-02-27 19:01:52,799 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 52/139 +[2025-02-27 19:01:52,826 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 53/139 +[2025-02-27 19:01:52,852 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 54/139 +[2025-02-27 19:01:52,879 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 55/139 +[2025-02-27 19:01:52,905 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:53,197 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 67/139 +[2025-02-27 19:01:53,222 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 68/139 +[2025-02-27 19:01:53,247 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 69/139 +[2025-02-27 19:01:53,273 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 70/139 +[2025-02-27 19:01:53,318 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 71/139 +[2025-02-27 19:01:53,342 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 72/139 +[2025-02-27 19:01:53,370 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 73/139 +[2025-02-27 19:01:53,396 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 74/139 +[2025-02-27 19:01:53,424 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 75/139 +[2025-02-27 19:01:53,451 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 76/139 +[2025-02-27 19:01:53,495 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 77/139 +[2025-02-27 19:01:53,524 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 78/139 +[2025-02-27 19:01:53,550 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 79/139 +[2025-02-27 19:01:53,576 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 80/139 +[2025-02-27 19:01:53,602 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 81/139 +[2025-02-27 19:01:53,628 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 82/139 +[2025-02-27 19:01:53,671 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 83/139 +[2025-02-27 19:01:53,706 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 84/139 +[2025-02-27 19:01:53,735 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 85/139 +[2025-02-27 19:01:53,761 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 86/139 +[2025-02-27 19:01:53,788 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:54,121 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 98/139 +[2025-02-27 19:01:54,149 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 99/139 +[2025-02-27 19:01:54,175 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 100/139 +[2025-02-27 19:01:54,194 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 101/139 +[2025-02-27 19:01:54,221 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 102/139 +[2025-02-27 19:01:54,242 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 103/139 +[2025-02-27 19:01:54,261 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-02-27 19:01:54,282 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-02-27 19:01:54,301 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-02-27 19:01:54,321 INFO test.py line 201 276539] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-02-27 19:01:54,341 INFO 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19:01:55,223 INFO test.py line 289 276539] Test: scene0701_01 [42/78]-77206 Batch 4.021 (5.499) Accuracy 0.9737 (0.8104) mIoU 0.6399 (0.7408) +[2025-02-27 19:01:55,250 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-02-27 19:01:55,275 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-02-27 19:01:55,300 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-02-27 19:01:55,322 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-02-27 19:01:55,347 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-02-27 19:01:55,371 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-02-27 19:01:55,396 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-02-27 19:01:55,421 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-02-27 19:01:55,453 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-02-27 19:01:55,479 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-02-27 19:01:55,503 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-02-27 19:01:55,527 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-02-27 19:01:55,549 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-02-27 19:01:55,574 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 13/112 +[2025-02-27 19:01:55,598 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 14/112 +[2025-02-27 19:01:55,636 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 15/112 +[2025-02-27 19:01:55,666 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 16/112 +[2025-02-27 19:01:55,690 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 17/112 +[2025-02-27 19:01:55,714 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 18/112 +[2025-02-27 19:01:55,737 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 19/112 +[2025-02-27 19:01:55,763 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 20/112 +[2025-02-27 19:01:55,786 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 21/112 +[2025-02-27 19:01:55,811 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 22/112 +[2025-02-27 19:01:55,837 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 23/112 +[2025-02-27 19:01:55,866 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 24/112 +[2025-02-27 19:01:55,891 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 25/112 +[2025-02-27 19:01:55,917 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 26/112 +[2025-02-27 19:01:55,944 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 27/112 +[2025-02-27 19:01:55,969 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 28/112 +[2025-02-27 19:01:55,993 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:56,278 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 40/112 +[2025-02-27 19:01:56,302 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 41/112 +[2025-02-27 19:01:56,327 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 42/112 +[2025-02-27 19:01:56,365 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 43/112 +[2025-02-27 19:01:56,391 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 44/112 +[2025-02-27 19:01:56,417 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 45/112 +[2025-02-27 19:01:56,446 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 46/112 +[2025-02-27 19:01:56,481 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 47/112 +[2025-02-27 19:01:56,516 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 48/112 +[2025-02-27 19:01:56,553 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 49/112 +[2025-02-27 19:01:56,592 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 50/112 +[2025-02-27 19:01:56,622 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 51/112 +[2025-02-27 19:01:56,647 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 52/112 +[2025-02-27 19:01:56,685 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 53/112 +[2025-02-27 19:01:56,714 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 54/112 +[2025-02-27 19:01:56,752 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 55/112 +[2025-02-27 19:01:56,798 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 56/112 +[2025-02-27 19:01:56,837 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 57/112 +[2025-02-27 19:01:56,878 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 58/112 +[2025-02-27 19:01:56,935 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 59/112 +[2025-02-27 19:01:56,972 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:57,451 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 71/112 +[2025-02-27 19:01:57,484 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 72/112 +[2025-02-27 19:01:57,528 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 73/112 +[2025-02-27 19:01:57,561 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 74/112 +[2025-02-27 19:01:57,607 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 75/112 +[2025-02-27 19:01:57,674 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 76/112 +[2025-02-27 19:01:57,707 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 77/112 +[2025-02-27 19:01:57,745 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 78/112 +[2025-02-27 19:01:57,776 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 79/112 +[2025-02-27 19:01:57,808 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 80/112 +[2025-02-27 19:01:57,867 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 81/112 +[2025-02-27 19:01:57,939 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 82/112 +[2025-02-27 19:01:57,979 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 83/112 +[2025-02-27 19:01:58,020 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 84/112 +[2025-02-27 19:01:58,049 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 85/112 +[2025-02-27 19:01:58,073 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 86/112 +[2025-02-27 19:01:58,099 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 87/112 +[2025-02-27 19:01:58,137 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 88/112 +[2025-02-27 19:01:58,233 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 89/112 +[2025-02-27 19:01:58,273 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 90/112 +[2025-02-27 19:01:58,336 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:01:58,951 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 102/112 +[2025-02-27 19:01:58,995 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 103/112 +[2025-02-27 19:01:59,022 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 104/112 +[2025-02-27 19:01:59,047 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 105/112 +[2025-02-27 19:01:59,075 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-02-27 19:01:59,107 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-02-27 19:01:59,134 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-02-27 19:01:59,155 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-02-27 19:01:59,176 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-02-27 19:01:59,199 INFO test.py line 201 276539] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-02-27 19:01:59,300 INFO test.py line 289 276539] Test: scene0406_01 [43/78]-45557 Batch 4.077 (5.466) Accuracy 0.9838 (0.8114) mIoU 0.8692 (0.7444) +[2025-02-27 19:01:59,379 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-02-27 19:01:59,442 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-02-27 19:01:59,498 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-02-27 19:01:59,587 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 3/118 +[2025-02-27 19:01:59,653 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 4/118 +[2025-02-27 19:01:59,712 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 5/118 +[2025-02-27 19:01:59,767 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 6/118 +[2025-02-27 19:01:59,841 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 7/118 +[2025-02-27 19:01:59,930 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 8/118 +[2025-02-27 19:02:00,003 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 9/118 +[2025-02-27 19:02:00,060 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 10/118 +[2025-02-27 19:02:00,113 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-02-27 19:02:00,164 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 12/118 +[2025-02-27 19:02:00,215 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 13/118 +[2025-02-27 19:02:00,286 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-02-27 19:02:00,337 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-02-27 19:02:00,387 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-02-27 19:02:00,482 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-02-27 19:02:00,543 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 18/118 +[2025-02-27 19:02:00,607 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 19/118 +[2025-02-27 19:02:00,702 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 20/118 +[2025-02-27 19:02:00,808 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 21/118 +[2025-02-27 19:02:00,869 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 22/118 +[2025-02-27 19:02:00,934 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 23/118 +[2025-02-27 19:02:01,004 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 24/118 +[2025-02-27 19:02:01,095 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 25/118 +[2025-02-27 19:02:01,186 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 26/118 +[2025-02-27 19:02:01,241 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 27/118 +[2025-02-27 19:02:01,327 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 28/118 +[2025-02-27 19:02:01,382 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 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+[2025-02-27 19:02:03,586 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 61/118 +[2025-02-27 19:02:03,639 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 62/118 +[2025-02-27 19:02:03,687 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 63/118 +[2025-02-27 19:02:03,744 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 64/118 +[2025-02-27 19:02:03,791 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 65/118 +[2025-02-27 19:02:03,838 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 66/118 +[2025-02-27 19:02:03,891 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 67/118 +[2025-02-27 19:02:03,938 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 68/118 +[2025-02-27 19:02:03,988 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 69/118 +[2025-02-27 19:02:04,037 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 70/118 +[2025-02-27 19:02:04,085 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 71/118 +[2025-02-27 19:02:04,131 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 72/118 +[2025-02-27 19:02:04,195 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 73/118 +[2025-02-27 19:02:04,300 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 74/118 +[2025-02-27 19:02:04,359 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 75/118 +[2025-02-27 19:02:04,446 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 76/118 +[2025-02-27 19:02:04,511 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 77/118 +[2025-02-27 19:02:04,575 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 78/118 +[2025-02-27 19:02:04,635 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 79/118 +[2025-02-27 19:02:04,712 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 80/118 +[2025-02-27 19:02:04,812 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:05,520 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 92/118 +[2025-02-27 19:02:05,591 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 93/118 +[2025-02-27 19:02:05,662 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 94/118 +[2025-02-27 19:02:05,726 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 95/118 +[2025-02-27 19:02:05,819 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 96/118 +[2025-02-27 19:02:05,881 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 97/118 +[2025-02-27 19:02:05,945 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 98/118 +[2025-02-27 19:02:06,007 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 99/118 +[2025-02-27 19:02:06,081 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 100/118 +[2025-02-27 19:02:06,140 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 101/118 +[2025-02-27 19:02:06,228 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 102/118 +[2025-02-27 19:02:06,281 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-02-27 19:02:06,347 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-02-27 19:02:06,402 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-02-27 19:02:06,456 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-02-27 19:02:06,514 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-02-27 19:02:06,567 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-02-27 19:02:06,621 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-02-27 19:02:06,673 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-02-27 19:02:06,741 INFO test.py line 201 276539] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-02-27 19:02:06,795 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-02-27 19:02:07,801 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-02-27 19:02:07,839 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-02-27 19:02:07,875 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-02-27 19:02:07,944 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-02-27 19:02:07,984 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-02-27 19:02:08,023 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-02-27 19:02:08,061 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-02-27 19:02:08,103 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-02-27 19:02:08,175 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-02-27 19:02:08,218 INFO test.py line 201 276539] Test: 45/78-scene0100_01, 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INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 24/104 +[2025-02-27 19:02:08,856 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 25/104 +[2025-02-27 19:02:08,911 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 26/104 +[2025-02-27 19:02:08,944 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 27/104 +[2025-02-27 19:02:08,983 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 28/104 +[2025-02-27 19:02:09,028 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 29/104 +[2025-02-27 19:02:09,059 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 30/104 +[2025-02-27 19:02:09,119 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 31/104 +[2025-02-27 19:02:09,164 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 32/104 +[2025-02-27 19:02:09,216 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 33/104 +[2025-02-27 19:02:09,259 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:09,644 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 45/104 +[2025-02-27 19:02:09,700 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 46/104 +[2025-02-27 19:02:09,754 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 47/104 +[2025-02-27 19:02:09,808 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-02-27 19:02:09,839 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-02-27 19:02:09,868 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-02-27 19:02:09,897 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-02-27 19:02:09,926 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-02-27 19:02:09,993 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-02-27 19:02:10,021 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-02-27 19:02:10,048 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-02-27 19:02:10,079 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-02-27 19:02:10,108 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-02-27 19:02:10,138 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 58/104 +[2025-02-27 19:02:10,166 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 59/104 +[2025-02-27 19:02:10,198 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 60/104 +[2025-02-27 19:02:10,226 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 61/104 +[2025-02-27 19:02:10,256 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 62/104 +[2025-02-27 19:02:10,285 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 63/104 +[2025-02-27 19:02:10,344 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 64/104 +[2025-02-27 19:02:10,392 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:10,913 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 76/104 +[2025-02-27 19:02:10,953 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 77/104 +[2025-02-27 19:02:10,991 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 78/104 +[2025-02-27 19:02:11,030 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 79/104 +[2025-02-27 19:02:11,072 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 80/104 +[2025-02-27 19:02:11,112 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 81/104 +[2025-02-27 19:02:11,196 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 82/104 +[2025-02-27 19:02:11,241 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 83/104 +[2025-02-27 19:02:11,283 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 84/104 +[2025-02-27 19:02:11,347 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 85/104 +[2025-02-27 19:02:11,388 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 86/104 +[2025-02-27 19:02:11,429 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 87/104 +[2025-02-27 19:02:11,500 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 88/104 +[2025-02-27 19:02:11,538 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-02-27 19:02:11,582 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-02-27 19:02:11,636 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-02-27 19:02:11,666 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-02-27 19:02:11,692 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-02-27 19:02:11,745 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-02-27 19:02:11,772 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-02-27 19:02:11,805 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-02-27 19:02:11,831 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-02-27 19:02:11,881 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-02-27 19:02:11,942 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-02-27 19:02:11,965 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-02-27 19:02:11,996 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-02-27 19:02:12,034 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-02-27 19:02:12,067 INFO test.py line 201 276539] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-02-27 19:02:12,137 INFO test.py line 289 276539] Test: scene0100_01 [45/78]-51211 Batch 4.584 (5.508) Accuracy 0.9027 (0.8126) mIoU 0.6155 (0.7437) +[2025-02-27 19:02:12,167 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-02-27 19:02:12,231 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-02-27 19:02:12,260 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-02-27 19:02:12,314 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-02-27 19:02:12,378 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-02-27 19:02:12,457 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-02-27 19:02:12,508 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-02-27 19:02:12,546 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-02-27 19:02:12,611 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-02-27 19:02:12,654 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-02-27 19:02:12,694 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-02-27 19:02:12,744 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 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+[2025-02-27 19:02:16,748 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 105/127 +[2025-02-27 19:02:16,785 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 106/127 +[2025-02-27 19:02:16,838 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 107/127 +[2025-02-27 19:02:16,886 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 108/127 +[2025-02-27 19:02:16,943 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 109/127 +[2025-02-27 19:02:16,966 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 110/127 +[2025-02-27 19:02:17,025 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 111/127 +[2025-02-27 19:02:17,046 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 112/127 +[2025-02-27 19:02:17,069 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 113/127 +[2025-02-27 19:02:17,148 INFO test.py line 201 276539] Test: 46/78-scene0664_02, Batch: 114/127 +[2025-02-27 19:02:17,191 INFO 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19:02:23,159 INFO test.py line 201 276539] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-02-27 19:02:23,219 INFO test.py line 201 276539] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-02-27 19:02:23,252 INFO test.py line 201 276539] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-02-27 19:02:23,281 INFO test.py line 201 276539] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-02-27 19:02:23,314 INFO test.py line 201 276539] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-02-27 19:02:23,498 INFO test.py line 289 276539] Test: scene0357_00 [47/78]-136945 Batch 5.859 (5.516) Accuracy 0.7392 (0.8054) mIoU 0.3434 (0.7375) +[2025-02-27 19:02:23,557 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-02-27 19:02:23,620 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-02-27 19:02:23,655 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-02-27 19:02:23,689 INFO test.py line 201 276539] Test: 48/78-scene0474_00, 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+[2025-02-27 19:02:27,548 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-02-27 19:02:27,583 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-02-27 19:02:27,624 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-02-27 19:02:27,659 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-02-27 19:02:27,693 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-02-27 19:02:27,728 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-02-27 19:02:27,761 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-02-27 19:02:27,796 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-02-27 19:02:27,830 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-02-27 19:02:27,867 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-02-27 19:02:27,909 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-02-27 19:02:27,949 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-02-27 19:02:27,992 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-02-27 19:02:28,036 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-02-27 19:02:28,082 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-02-27 19:02:28,153 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-02-27 19:02:28,225 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-02-27 19:02:28,301 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-02-27 19:02:28,373 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-02-27 19:02:28,429 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-02-27 19:02:28,458 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-02-27 19:02:28,509 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-02-27 19:02:28,541 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-02-27 19:02:28,576 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-02-27 19:02:28,609 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-02-27 19:02:28,643 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-02-27 19:02:28,684 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-02-27 19:02:28,716 INFO test.py line 201 276539] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-02-27 19:02:28,934 INFO test.py line 289 276539] Test: scene0474_00 [48/78]-182281 Batch 5.436 (5.514) Accuracy 0.9365 (0.8066) mIoU 0.6947 (0.7393) +[2025-02-27 19:02:28,970 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-02-27 19:02:29,001 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-02-27 19:02:29,040 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-02-27 19:02:29,072 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-02-27 19:02:29,105 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-02-27 19:02:29,137 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-02-27 19:02:29,172 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-02-27 19:02:29,205 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-02-27 19:02:29,245 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-02-27 19:02:29,285 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-02-27 19:02:29,347 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-02-27 19:02:29,389 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:29,888 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-02-27 19:02:29,921 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-02-27 19:02:29,965 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-02-27 19:02:30,003 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-02-27 19:02:30,037 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-02-27 19:02:30,068 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-02-27 19:02:30,102 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-02-27 19:02:30,134 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-02-27 19:02:30,187 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-02-27 19:02:30,219 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-02-27 19:02:30,253 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-02-27 19:02:30,288 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-02-27 19:02:30,352 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-02-27 19:02:30,386 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-02-27 19:02:30,458 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-02-27 19:02:30,520 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-02-27 19:02:30,554 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-02-27 19:02:30,591 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-02-27 19:02:30,626 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-02-27 19:02:30,667 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 41/134 +[2025-02-27 19:02:30,706 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:31,243 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 53/134 +[2025-02-27 19:02:31,287 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 54/134 +[2025-02-27 19:02:31,325 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 55/134 +[2025-02-27 19:02:31,363 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 56/134 +[2025-02-27 19:02:31,413 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 57/134 +[2025-02-27 19:02:31,454 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 58/134 +[2025-02-27 19:02:31,493 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 59/134 +[2025-02-27 19:02:31,534 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 60/134 +[2025-02-27 19:02:31,578 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 61/134 +[2025-02-27 19:02:31,652 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-02-27 19:02:31,736 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-02-27 19:02:31,786 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-02-27 19:02:31,834 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-02-27 19:02:31,880 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-02-27 19:02:31,927 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 67/134 +[2025-02-27 19:02:31,987 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 68/134 +[2025-02-27 19:02:32,048 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 69/134 +[2025-02-27 19:02:32,086 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 70/134 +[2025-02-27 19:02:32,148 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 71/134 +[2025-02-27 19:02:32,179 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 72/134 +[2025-02-27 19:02:32,239 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:32,653 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 84/134 +[2025-02-27 19:02:32,718 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 85/134 +[2025-02-27 19:02:32,760 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 86/134 +[2025-02-27 19:02:32,803 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 87/134 +[2025-02-27 19:02:32,848 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 88/134 +[2025-02-27 19:02:32,891 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 89/134 +[2025-02-27 19:02:32,958 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 90/134 +[2025-02-27 19:02:33,011 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 91/134 +[2025-02-27 19:02:33,060 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 92/134 +[2025-02-27 19:02:33,108 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 93/134 +[2025-02-27 19:02:33,151 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 94/134 +[2025-02-27 19:02:33,201 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 95/134 +[2025-02-27 19:02:33,276 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 96/134 +[2025-02-27 19:02:33,341 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 97/134 +[2025-02-27 19:02:33,404 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 98/134 +[2025-02-27 19:02:33,441 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 99/134 +[2025-02-27 19:02:33,474 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 100/134 +[2025-02-27 19:02:33,507 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 101/134 +[2025-02-27 19:02:33,544 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-02-27 19:02:33,578 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-02-27 19:02:33,643 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-02-27 19:02:33,688 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-02-27 19:02:33,774 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-02-27 19:02:33,819 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-02-27 19:02:33,864 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-02-27 19:02:33,927 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-02-27 19:02:33,993 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-02-27 19:02:34,060 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-02-27 19:02:34,122 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-02-27 19:02:34,156 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-02-27 19:02:34,221 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-02-27 19:02:34,259 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-02-27 19:02:34,292 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-02-27 19:02:34,327 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-02-27 19:02:34,361 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-02-27 19:02:34,394 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-02-27 19:02:34,439 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-02-27 19:02:34,481 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-02-27 19:02:34,516 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-02-27 19:02:34,572 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-02-27 19:02:34,605 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-02-27 19:02:34,661 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-02-27 19:02:34,713 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-02-27 19:02:34,758 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-02-27 19:02:34,806 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-02-27 19:02:34,848 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-02-27 19:02:34,896 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-02-27 19:02:34,955 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-02-27 19:02:35,014 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-02-27 19:02:35,083 INFO test.py line 201 276539] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-02-27 19:02:35,499 INFO test.py line 289 276539] Test: scene0300_01 [49/78]-173223 Batch 6.563 (5.535) Accuracy 0.8652 (0.8044) mIoU 0.5097 (0.7383) +[2025-02-27 19:02:35,587 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-02-27 19:02:35,633 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-02-27 19:02:35,698 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-02-27 19:02:35,743 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-02-27 19:02:35,798 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-02-27 19:02:35,833 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-02-27 19:02:35,862 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-02-27 19:02:35,935 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-02-27 19:02:35,974 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-02-27 19:02:36,014 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-02-27 19:02:36,061 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-02-27 19:02:36,103 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-02-27 19:02:36,150 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-02-27 19:02:36,210 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-02-27 19:02:36,281 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-02-27 19:02:36,360 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-02-27 19:02:36,400 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-02-27 19:02:36,447 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-02-27 19:02:36,518 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-02-27 19:02:36,565 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-02-27 19:02:36,607 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:37,020 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 31/138 +[2025-02-27 19:02:37,052 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 32/138 +[2025-02-27 19:02:37,081 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 33/138 +[2025-02-27 19:02:37,112 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 34/138 +[2025-02-27 19:02:37,143 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 35/138 +[2025-02-27 19:02:37,173 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 36/138 +[2025-02-27 19:02:37,205 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 37/138 +[2025-02-27 19:02:37,236 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 38/138 +[2025-02-27 19:02:37,272 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 39/138 +[2025-02-27 19:02:37,312 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 40/138 +[2025-02-27 19:02:37,342 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 41/138 +[2025-02-27 19:02:37,371 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 42/138 +[2025-02-27 19:02:37,401 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 43/138 +[2025-02-27 19:02:37,432 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 44/138 +[2025-02-27 19:02:37,475 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 45/138 +[2025-02-27 19:02:37,505 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 46/138 +[2025-02-27 19:02:37,567 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 47/138 +[2025-02-27 19:02:37,633 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 48/138 +[2025-02-27 19:02:37,668 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 49/138 +[2025-02-27 19:02:37,695 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 50/138 +[2025-02-27 19:02:37,719 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:38,152 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 62/138 +[2025-02-27 19:02:38,204 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 63/138 +[2025-02-27 19:02:38,233 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 64/138 +[2025-02-27 19:02:38,295 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 65/138 +[2025-02-27 19:02:38,329 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 66/138 +[2025-02-27 19:02:38,356 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 67/138 +[2025-02-27 19:02:38,383 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 68/138 +[2025-02-27 19:02:38,408 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 69/138 +[2025-02-27 19:02:38,449 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 70/138 +[2025-02-27 19:02:38,512 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 71/138 +[2025-02-27 19:02:38,548 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 72/138 +[2025-02-27 19:02:38,582 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 73/138 +[2025-02-27 19:02:38,639 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 74/138 +[2025-02-27 19:02:38,676 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 75/138 +[2025-02-27 19:02:38,712 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 76/138 +[2025-02-27 19:02:38,744 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 77/138 +[2025-02-27 19:02:38,801 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 78/138 +[2025-02-27 19:02:38,845 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 79/138 +[2025-02-27 19:02:38,875 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 80/138 +[2025-02-27 19:02:38,935 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 81/138 +[2025-02-27 19:02:38,973 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:39,529 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 93/138 +[2025-02-27 19:02:39,609 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 94/138 +[2025-02-27 19:02:39,659 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 95/138 +[2025-02-27 19:02:39,744 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 96/138 +[2025-02-27 19:02:39,779 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 97/138 +[2025-02-27 19:02:39,810 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-02-27 19:02:39,846 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-02-27 19:02:39,910 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-02-27 19:02:39,945 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-02-27 19:02:39,990 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-02-27 19:02:40,019 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-02-27 19:02:40,047 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-02-27 19:02:40,081 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-02-27 19:02:40,115 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-02-27 19:02:40,145 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-02-27 19:02:40,177 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-02-27 19:02:40,207 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-02-27 19:02:40,276 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-02-27 19:02:40,306 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-02-27 19:02:40,338 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-02-27 19:02:40,387 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-02-27 19:02:40,417 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-02-27 19:02:40,468 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-02-27 19:02:40,557 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-02-27 19:02:40,596 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-02-27 19:02:40,635 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-02-27 19:02:40,678 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-02-27 19:02:40,747 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-02-27 19:02:40,787 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-02-27 19:02:40,825 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-02-27 19:02:40,872 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-02-27 19:02:40,966 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-02-27 19:02:41,032 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-02-27 19:02:41,079 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-02-27 19:02:41,108 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-02-27 19:02:41,135 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-02-27 19:02:41,162 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-02-27 19:02:41,203 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-02-27 19:02:41,243 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-02-27 19:02:41,313 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-02-27 19:02:41,345 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-02-27 19:02:41,372 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-02-27 19:02:41,407 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-02-27 19:02:41,451 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-02-27 19:02:41,493 INFO test.py line 201 276539] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-02-27 19:02:41,672 INFO test.py line 289 276539] Test: scene0426_03 [50/78]-126181 Batch 6.173 (5.548) Accuracy 0.8920 (0.8036) mIoU 0.4559 (0.7378) +[2025-02-27 19:02:41,706 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-02-27 19:02:41,729 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-02-27 19:02:41,774 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-02-27 19:02:41,811 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-02-27 19:02:41,873 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-02-27 19:02:41,907 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-02-27 19:02:41,972 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-02-27 19:02:42,004 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-02-27 19:02:42,068 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-02-27 19:02:42,129 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-02-27 19:02:42,158 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-02-27 19:02:42,216 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-02-27 19:02:42,241 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-02-27 19:02:42,321 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-02-27 19:02:42,369 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-02-27 19:02:42,416 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-02-27 19:02:42,462 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-02-27 19:02:42,488 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-02-27 19:02:42,513 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-02-27 19:02:42,578 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 19/121 +[2025-02-27 19:02:42,609 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 20/121 +[2025-02-27 19:02:42,634 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 21/121 +[2025-02-27 19:02:42,659 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 22/121 +[2025-02-27 19:02:42,687 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 23/121 +[2025-02-27 19:02:42,744 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 24/121 +[2025-02-27 19:02:42,777 INFO test.py line 201 276539] Test: 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test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-02-27 19:02:46,194 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-02-27 19:02:46,251 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-02-27 19:02:46,277 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-02-27 19:02:46,339 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-02-27 19:02:46,391 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-02-27 19:02:46,434 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-02-27 19:02:46,478 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-02-27 19:02:46,510 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-02-27 19:02:46,539 INFO test.py line 201 276539] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-02-27 19:02:46,570 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:48,615 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 48/139 +[2025-02-27 19:02:48,647 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 49/139 +[2025-02-27 19:02:48,680 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 50/139 +[2025-02-27 19:02:48,712 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 51/139 +[2025-02-27 19:02:48,747 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 52/139 +[2025-02-27 19:02:48,807 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 53/139 +[2025-02-27 19:02:48,862 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 54/139 +[2025-02-27 19:02:48,895 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 55/139 +[2025-02-27 19:02:48,926 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 56/139 +[2025-02-27 19:02:48,957 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 57/139 +[2025-02-27 19:02:48,993 INFO test.py 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+[2025-02-27 19:02:49,802 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 79/139 +[2025-02-27 19:02:49,832 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 80/139 +[2025-02-27 19:02:49,877 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 81/139 +[2025-02-27 19:02:49,907 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 82/139 +[2025-02-27 19:02:49,936 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 83/139 +[2025-02-27 19:02:49,965 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 84/139 +[2025-02-27 19:02:50,013 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 85/139 +[2025-02-27 19:02:50,072 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 86/139 +[2025-02-27 19:02:50,107 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 87/139 +[2025-02-27 19:02:50,163 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 88/139 +[2025-02-27 19:02:50,199 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 89/139 +[2025-02-27 19:02:50,236 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 90/139 +[2025-02-27 19:02:50,295 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 91/139 +[2025-02-27 19:02:50,356 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 92/139 +[2025-02-27 19:02:50,385 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 93/139 +[2025-02-27 19:02:50,434 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 94/139 +[2025-02-27 19:02:50,465 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 95/139 +[2025-02-27 19:02:50,499 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 96/139 +[2025-02-27 19:02:50,532 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 97/139 +[2025-02-27 19:02:50,580 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 98/139 +[2025-02-27 19:02:50,643 INFO test.py line 201 276539] Test: 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19:02:51,347 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 120/139 +[2025-02-27 19:02:51,400 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 121/139 +[2025-02-27 19:02:51,452 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 122/139 +[2025-02-27 19:02:51,496 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 123/139 +[2025-02-27 19:02:51,548 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 124/139 +[2025-02-27 19:02:51,602 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-02-27 19:02:51,649 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-02-27 19:02:51,701 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-02-27 19:02:51,754 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-02-27 19:02:51,798 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-02-27 19:02:51,874 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-02-27 19:02:51,922 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-02-27 19:02:51,956 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-02-27 19:02:51,994 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-02-27 19:02:52,030 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-02-27 19:02:52,068 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-02-27 19:02:52,136 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-02-27 19:02:52,171 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-02-27 19:02:52,201 INFO test.py line 201 276539] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-02-27 19:02:52,372 INFO test.py line 289 276539] Test: scene0221_00 [52/78]-185828 Batch 5.545 (5.540) Accuracy 0.9313 (0.8151) mIoU 0.6271 (0.7472) +[2025-02-27 19:02:52,401 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-02-27 19:02:52,421 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-02-27 19:02:52,440 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-02-27 19:02:52,460 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 3/155 +[2025-02-27 19:02:52,478 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 4/155 +[2025-02-27 19:02:52,498 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 5/155 +[2025-02-27 19:02:52,520 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 6/155 +[2025-02-27 19:02:52,541 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 7/155 +[2025-02-27 19:02:52,569 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 8/155 +[2025-02-27 19:02:52,627 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 9/155 +[2025-02-27 19:02:52,652 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:52,947 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-02-27 19:02:52,987 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-02-27 19:02:53,017 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-02-27 19:02:53,040 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 24/155 +[2025-02-27 19:02:53,066 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 25/155 +[2025-02-27 19:02:53,090 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 26/155 +[2025-02-27 19:02:53,129 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 27/155 +[2025-02-27 19:02:53,152 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 28/155 +[2025-02-27 19:02:53,204 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 29/155 +[2025-02-27 19:02:53,224 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 30/155 +[2025-02-27 19:02:53,243 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 31/155 +[2025-02-27 19:02:53,286 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 32/155 +[2025-02-27 19:02:53,313 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 33/155 +[2025-02-27 19:02:53,361 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 34/155 +[2025-02-27 19:02:53,384 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 35/155 +[2025-02-27 19:02:53,418 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 36/155 +[2025-02-27 19:02:53,446 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 37/155 +[2025-02-27 19:02:53,472 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 38/155 +[2025-02-27 19:02:53,530 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 39/155 +[2025-02-27 19:02:53,550 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 40/155 +[2025-02-27 19:02:53,609 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:53,871 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 52/155 +[2025-02-27 19:02:53,922 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 53/155 +[2025-02-27 19:02:53,953 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 54/155 +[2025-02-27 19:02:53,976 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 55/155 +[2025-02-27 19:02:53,997 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 56/155 +[2025-02-27 19:02:54,052 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 57/155 +[2025-02-27 19:02:54,070 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 58/155 +[2025-02-27 19:02:54,090 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 59/155 +[2025-02-27 19:02:54,128 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 60/155 +[2025-02-27 19:02:54,156 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 61/155 +[2025-02-27 19:02:54,187 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 62/155 +[2025-02-27 19:02:54,214 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 63/155 +[2025-02-27 19:02:54,243 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 64/155 +[2025-02-27 19:02:54,261 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 65/155 +[2025-02-27 19:02:54,283 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 66/155 +[2025-02-27 19:02:54,303 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 67/155 +[2025-02-27 19:02:54,333 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 68/155 +[2025-02-27 19:02:54,364 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 69/155 +[2025-02-27 19:02:54,426 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 70/155 +[2025-02-27 19:02:54,454 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 71/155 +[2025-02-27 19:02:54,481 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:54,776 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 83/155 +[2025-02-27 19:02:54,803 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 84/155 +[2025-02-27 19:02:54,827 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 85/155 +[2025-02-27 19:02:54,850 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 86/155 +[2025-02-27 19:02:54,875 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 87/155 +[2025-02-27 19:02:54,901 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 88/155 +[2025-02-27 19:02:54,925 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 89/155 +[2025-02-27 19:02:54,950 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 90/155 +[2025-02-27 19:02:54,976 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 91/155 +[2025-02-27 19:02:55,019 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 92/155 +[2025-02-27 19:02:55,045 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 93/155 +[2025-02-27 19:02:55,087 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 94/155 +[2025-02-27 19:02:55,118 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 95/155 +[2025-02-27 19:02:55,141 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 96/155 +[2025-02-27 19:02:55,209 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 97/155 +[2025-02-27 19:02:55,234 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 98/155 +[2025-02-27 19:02:55,259 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 99/155 +[2025-02-27 19:02:55,285 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 100/155 +[2025-02-27 19:02:55,311 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 101/155 +[2025-02-27 19:02:55,348 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 102/155 +[2025-02-27 19:02:55,379 INFO test.py line 201 276539] Test: 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19:02:56,149 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 124/155 +[2025-02-27 19:02:56,170 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 125/155 +[2025-02-27 19:02:56,196 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 126/155 +[2025-02-27 19:02:56,257 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 127/155 +[2025-02-27 19:02:56,292 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 128/155 +[2025-02-27 19:02:56,332 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 129/155 +[2025-02-27 19:02:56,392 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 130/155 +[2025-02-27 19:02:56,415 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 131/155 +[2025-02-27 19:02:56,437 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 132/155 +[2025-02-27 19:02:56,461 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 133/155 +[2025-02-27 19:02:56,488 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 134/155 +[2025-02-27 19:02:56,510 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 135/155 +[2025-02-27 19:02:56,530 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 136/155 +[2025-02-27 19:02:56,553 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 137/155 +[2025-02-27 19:02:56,598 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-02-27 19:02:56,627 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-02-27 19:02:56,647 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-02-27 19:02:56,673 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-02-27 19:02:56,697 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 142/155 +[2025-02-27 19:02:56,719 INFO test.py line 201 276539] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-02-27 19:02:56,747 INFO test.py line 201 276539] Test: 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154/155 +[2025-02-27 19:02:57,063 INFO test.py line 289 276539] Test: scene0146_01 [53/78]-59330 Batch 4.691 (5.524) Accuracy 0.9567 (0.8155) mIoU 0.6248 (0.7474) +[2025-02-27 19:02:57,106 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-02-27 19:02:57,172 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-02-27 19:02:57,222 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-02-27 19:02:57,285 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-02-27 19:02:57,318 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-02-27 19:02:57,352 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-02-27 19:02:57,383 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 6/155 +[2025-02-27 19:02:57,414 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 7/155 +[2025-02-27 19:02:57,447 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:57,794 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-02-27 19:02:57,830 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-02-27 19:02:57,869 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-02-27 19:02:57,914 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 22/155 +[2025-02-27 19:02:57,955 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 23/155 +[2025-02-27 19:02:57,986 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 24/155 +[2025-02-27 19:02:58,018 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 25/155 +[2025-02-27 19:02:58,048 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 26/155 +[2025-02-27 19:02:58,079 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 27/155 +[2025-02-27 19:02:58,114 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 28/155 +[2025-02-27 19:02:58,145 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 29/155 +[2025-02-27 19:02:58,188 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 30/155 +[2025-02-27 19:02:58,232 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 31/155 +[2025-02-27 19:02:58,265 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 32/155 +[2025-02-27 19:02:58,328 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 33/155 +[2025-02-27 19:02:58,361 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 34/155 +[2025-02-27 19:02:58,426 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 35/155 +[2025-02-27 19:02:58,472 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 36/155 +[2025-02-27 19:02:58,531 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 37/155 +[2025-02-27 19:02:58,586 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 38/155 +[2025-02-27 19:02:58,647 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:02:59,306 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 50/155 +[2025-02-27 19:02:59,339 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 51/155 +[2025-02-27 19:02:59,377 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 52/155 +[2025-02-27 19:02:59,420 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 53/155 +[2025-02-27 19:02:59,484 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 54/155 +[2025-02-27 19:02:59,520 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 55/155 +[2025-02-27 19:02:59,557 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 56/155 +[2025-02-27 19:02:59,623 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 57/155 +[2025-02-27 19:02:59,699 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 58/155 +[2025-02-27 19:02:59,730 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 59/155 +[2025-02-27 19:02:59,758 INFO test.py 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+[2025-02-27 19:03:00,459 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 81/155 +[2025-02-27 19:03:00,506 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 82/155 +[2025-02-27 19:03:00,538 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 83/155 +[2025-02-27 19:03:00,568 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 84/155 +[2025-02-27 19:03:00,621 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 85/155 +[2025-02-27 19:03:00,648 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 86/155 +[2025-02-27 19:03:00,680 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 87/155 +[2025-02-27 19:03:00,707 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 88/155 +[2025-02-27 19:03:00,732 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 89/155 +[2025-02-27 19:03:00,759 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 90/155 +[2025-02-27 19:03:00,788 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 91/155 +[2025-02-27 19:03:00,816 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 92/155 +[2025-02-27 19:03:00,842 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 93/155 +[2025-02-27 19:03:00,870 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 94/155 +[2025-02-27 19:03:00,896 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 95/155 +[2025-02-27 19:03:00,923 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 96/155 +[2025-02-27 19:03:00,950 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 97/155 +[2025-02-27 19:03:00,976 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 98/155 +[2025-02-27 19:03:01,003 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 99/155 +[2025-02-27 19:03:01,038 INFO test.py line 201 276539] Test: 54/78-scene0697_03, Batch: 100/155 +[2025-02-27 19:03:01,074 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:04,380 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-02-27 19:03:04,412 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-02-27 19:03:04,441 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-02-27 19:03:04,485 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-02-27 19:03:04,548 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-02-27 19:03:04,605 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-02-27 19:03:04,641 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-02-27 19:03:04,667 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 24/126 +[2025-02-27 19:03:04,695 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 25/126 +[2025-02-27 19:03:04,726 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 26/126 +[2025-02-27 19:03:04,769 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 27/126 +[2025-02-27 19:03:04,799 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 28/126 +[2025-02-27 19:03:04,844 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 29/126 +[2025-02-27 19:03:04,888 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 30/126 +[2025-02-27 19:03:04,916 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 31/126 +[2025-02-27 19:03:04,960 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 32/126 +[2025-02-27 19:03:04,997 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 33/126 +[2025-02-27 19:03:05,029 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 34/126 +[2025-02-27 19:03:05,057 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 35/126 +[2025-02-27 19:03:05,101 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 36/126 +[2025-02-27 19:03:05,167 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:05,690 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 48/126 +[2025-02-27 19:03:05,753 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 49/126 +[2025-02-27 19:03:05,783 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 50/126 +[2025-02-27 19:03:05,813 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 51/126 +[2025-02-27 19:03:05,883 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 52/126 +[2025-02-27 19:03:05,915 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 53/126 +[2025-02-27 19:03:05,964 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 54/126 +[2025-02-27 19:03:05,995 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 55/126 +[2025-02-27 19:03:06,022 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 56/126 +[2025-02-27 19:03:06,090 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 57/126 +[2025-02-27 19:03:06,137 INFO test.py 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+[2025-02-27 19:03:06,896 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 79/126 +[2025-02-27 19:03:06,926 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 80/126 +[2025-02-27 19:03:06,965 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 81/126 +[2025-02-27 19:03:06,991 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 82/126 +[2025-02-27 19:03:07,038 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 83/126 +[2025-02-27 19:03:07,068 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 84/126 +[2025-02-27 19:03:07,113 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 85/126 +[2025-02-27 19:03:07,168 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 86/126 +[2025-02-27 19:03:07,196 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 87/126 +[2025-02-27 19:03:07,225 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 88/126 +[2025-02-27 19:03:07,255 INFO test.py 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19:03:08,557 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-02-27 19:03:08,614 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-02-27 19:03:08,639 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-02-27 19:03:08,663 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-02-27 19:03:08,719 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-02-27 19:03:08,750 INFO test.py line 201 276539] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-02-27 19:03:08,869 INFO test.py line 289 276539] Test: scene0655_02 [55/78]-133857 Batch 5.731 (5.538) Accuracy 0.9934 (0.8110) mIoU 0.9862 (0.7431) +[2025-02-27 19:03:08,893 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-02-27 19:03:08,945 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-02-27 19:03:08,979 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-02-27 19:03:09,005 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-02-27 19:03:09,067 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-02-27 19:03:09,090 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-02-27 19:03:09,143 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-02-27 19:03:09,167 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-02-27 19:03:09,190 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-02-27 19:03:09,221 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-02-27 19:03:09,244 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-02-27 19:03:09,271 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-02-27 19:03:09,312 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-02-27 19:03:09,337 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-02-27 19:03:09,391 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-02-27 19:03:09,440 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-02-27 19:03:09,500 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-02-27 19:03:09,548 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-02-27 19:03:09,572 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-02-27 19:03:09,600 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 19/138 +[2025-02-27 19:03:09,629 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-02-27 19:03:09,660 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-02-27 19:03:09,737 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-02-27 19:03:09,786 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:10,230 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 34/138 +[2025-02-27 19:03:10,265 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 35/138 +[2025-02-27 19:03:10,332 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 36/138 +[2025-02-27 19:03:10,361 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 37/138 +[2025-02-27 19:03:10,404 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 38/138 +[2025-02-27 19:03:10,433 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 39/138 +[2025-02-27 19:03:10,461 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 40/138 +[2025-02-27 19:03:10,489 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 41/138 +[2025-02-27 19:03:10,537 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 42/138 +[2025-02-27 19:03:10,566 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 43/138 +[2025-02-27 19:03:10,597 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 44/138 +[2025-02-27 19:03:10,628 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 45/138 +[2025-02-27 19:03:10,685 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 46/138 +[2025-02-27 19:03:10,714 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 47/138 +[2025-02-27 19:03:10,773 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 48/138 +[2025-02-27 19:03:10,824 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 49/138 +[2025-02-27 19:03:10,856 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 50/138 +[2025-02-27 19:03:10,883 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 51/138 +[2025-02-27 19:03:10,910 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 52/138 +[2025-02-27 19:03:10,935 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 53/138 +[2025-02-27 19:03:10,986 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:11,316 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 65/138 +[2025-02-27 19:03:11,351 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 66/138 +[2025-02-27 19:03:11,391 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 67/138 +[2025-02-27 19:03:11,420 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 68/138 +[2025-02-27 19:03:11,466 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 69/138 +[2025-02-27 19:03:11,496 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 70/138 +[2025-02-27 19:03:11,525 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 71/138 +[2025-02-27 19:03:11,555 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 72/138 +[2025-02-27 19:03:11,585 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 73/138 +[2025-02-27 19:03:11,636 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 74/138 +[2025-02-27 19:03:11,673 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 75/138 +[2025-02-27 19:03:11,692 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 76/138 +[2025-02-27 19:03:11,735 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 77/138 +[2025-02-27 19:03:11,755 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 78/138 +[2025-02-27 19:03:11,780 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 79/138 +[2025-02-27 19:03:11,822 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 80/138 +[2025-02-27 19:03:11,847 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 81/138 +[2025-02-27 19:03:11,872 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 82/138 +[2025-02-27 19:03:11,916 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 83/138 +[2025-02-27 19:03:11,950 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 84/138 +[2025-02-27 19:03:11,975 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:12,215 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 96/138 +[2025-02-27 19:03:12,233 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 97/138 +[2025-02-27 19:03:12,255 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 98/138 +[2025-02-27 19:03:12,273 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 99/138 +[2025-02-27 19:03:12,293 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 100/138 +[2025-02-27 19:03:12,311 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 101/138 +[2025-02-27 19:03:12,349 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 102/138 +[2025-02-27 19:03:12,384 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 103/138 +[2025-02-27 19:03:12,404 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 104/138 +[2025-02-27 19:03:12,448 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 105/138 +[2025-02-27 19:03:12,472 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 106/138 +[2025-02-27 19:03:12,496 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 107/138 +[2025-02-27 19:03:12,521 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 108/138 +[2025-02-27 19:03:12,559 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 109/138 +[2025-02-27 19:03:12,583 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 110/138 +[2025-02-27 19:03:12,606 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 111/138 +[2025-02-27 19:03:12,630 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 112/138 +[2025-02-27 19:03:12,654 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 113/138 +[2025-02-27 19:03:12,679 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 114/138 +[2025-02-27 19:03:12,704 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 115/138 +[2025-02-27 19:03:12,729 INFO test.py line 201 276539] Test: 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19:03:13,413 INFO test.py line 201 276539] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-02-27 19:03:13,474 INFO test.py line 289 276539] Test: scene0553_02 [56/78]-67632 Batch 4.604 (5.522) Accuracy 0.9814 (0.8117) mIoU 0.6756 (0.7440) +[2025-02-27 19:03:13,511 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-02-27 19:03:13,540 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-02-27 19:03:13,570 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-02-27 19:03:13,597 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-02-27 19:03:13,635 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-02-27 19:03:13,662 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-02-27 19:03:13,691 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 6/143 +[2025-02-27 19:03:13,719 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 7/143 +[2025-02-27 19:03:13,749 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 8/143 +[2025-02-27 19:03:13,779 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 9/143 +[2025-02-27 19:03:13,813 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 10/143 +[2025-02-27 19:03:13,843 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 11/143 +[2025-02-27 19:03:13,873 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 12/143 +[2025-02-27 19:03:13,912 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 13/143 +[2025-02-27 19:03:13,941 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 14/143 +[2025-02-27 19:03:13,968 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 15/143 +[2025-02-27 19:03:13,997 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 16/143 +[2025-02-27 19:03:14,025 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 17/143 +[2025-02-27 19:03:14,053 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 18/143 +[2025-02-27 19:03:14,105 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 19/143 +[2025-02-27 19:03:14,135 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 20/143 +[2025-02-27 19:03:14,163 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 21/143 +[2025-02-27 19:03:14,200 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 22/143 +[2025-02-27 19:03:14,227 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 23/143 +[2025-02-27 19:03:14,280 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 24/143 +[2025-02-27 19:03:14,307 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 25/143 +[2025-02-27 19:03:14,336 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 26/143 +[2025-02-27 19:03:14,400 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 27/143 +[2025-02-27 19:03:14,430 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:14,792 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 39/143 +[2025-02-27 19:03:14,819 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 40/143 +[2025-02-27 19:03:14,845 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 41/143 +[2025-02-27 19:03:14,872 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 42/143 +[2025-02-27 19:03:14,900 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 43/143 +[2025-02-27 19:03:14,926 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 44/143 +[2025-02-27 19:03:14,954 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 45/143 +[2025-02-27 19:03:14,981 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 46/143 +[2025-02-27 19:03:15,008 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 47/143 +[2025-02-27 19:03:15,038 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 48/143 +[2025-02-27 19:03:15,064 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 49/143 +[2025-02-27 19:03:15,092 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 50/143 +[2025-02-27 19:03:15,150 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 51/143 +[2025-02-27 19:03:15,182 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 52/143 +[2025-02-27 19:03:15,209 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 53/143 +[2025-02-27 19:03:15,235 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 54/143 +[2025-02-27 19:03:15,276 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 55/143 +[2025-02-27 19:03:15,302 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 56/143 +[2025-02-27 19:03:15,328 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 57/143 +[2025-02-27 19:03:15,357 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 58/143 +[2025-02-27 19:03:15,392 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:15,755 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 70/143 +[2025-02-27 19:03:15,815 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 71/143 +[2025-02-27 19:03:15,849 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 72/143 +[2025-02-27 19:03:15,880 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 73/143 +[2025-02-27 19:03:15,911 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 74/143 +[2025-02-27 19:03:15,948 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 75/143 +[2025-02-27 19:03:15,981 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 76/143 +[2025-02-27 19:03:16,010 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 77/143 +[2025-02-27 19:03:16,048 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 78/143 +[2025-02-27 19:03:16,074 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 79/143 +[2025-02-27 19:03:16,100 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 80/143 +[2025-02-27 19:03:16,126 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 81/143 +[2025-02-27 19:03:16,152 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 82/143 +[2025-02-27 19:03:16,179 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 83/143 +[2025-02-27 19:03:16,206 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 84/143 +[2025-02-27 19:03:16,231 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 85/143 +[2025-02-27 19:03:16,258 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 86/143 +[2025-02-27 19:03:16,285 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 87/143 +[2025-02-27 19:03:16,314 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 88/143 +[2025-02-27 19:03:16,343 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 89/143 +[2025-02-27 19:03:16,408 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:16,788 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 101/143 +[2025-02-27 19:03:16,816 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 102/143 +[2025-02-27 19:03:16,846 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 103/143 +[2025-02-27 19:03:16,874 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 104/143 +[2025-02-27 19:03:16,903 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 105/143 +[2025-02-27 19:03:16,933 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 106/143 +[2025-02-27 19:03:16,994 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 107/143 +[2025-02-27 19:03:17,036 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 108/143 +[2025-02-27 19:03:17,107 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 109/143 +[2025-02-27 19:03:17,135 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 110/143 +[2025-02-27 19:03:17,164 INFO 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19:03:18,255 INFO test.py line 201 276539] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-02-27 19:03:18,484 INFO test.py line 289 276539] Test: scene0025_00 [57/78]-173392 Batch 5.010 (5.513) Accuracy 0.9079 (0.8114) mIoU 0.5622 (0.7442) +[2025-02-27 19:03:18,509 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-02-27 19:03:18,530 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-02-27 19:03:18,552 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-02-27 19:03:18,605 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-02-27 19:03:18,634 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-02-27 19:03:18,664 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-02-27 19:03:18,692 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-02-27 19:03:18,719 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-02-27 19:03:18,741 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-02-27 19:03:18,765 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-02-27 19:03:18,792 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-02-27 19:03:18,819 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-02-27 19:03:18,871 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-02-27 19:03:18,891 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-02-27 19:03:18,912 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-02-27 19:03:18,936 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 15/108 +[2025-02-27 19:03:18,960 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 16/108 +[2025-02-27 19:03:18,991 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 17/108 +[2025-02-27 19:03:19,013 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 18/108 +[2025-02-27 19:03:19,034 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 19/108 +[2025-02-27 19:03:19,056 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 20/108 +[2025-02-27 19:03:19,076 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 21/108 +[2025-02-27 19:03:19,100 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 22/108 +[2025-02-27 19:03:19,132 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 23/108 +[2025-02-27 19:03:19,153 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 24/108 +[2025-02-27 19:03:19,198 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 25/108 +[2025-02-27 19:03:19,218 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 26/108 +[2025-02-27 19:03:19,240 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 27/108 +[2025-02-27 19:03:19,261 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:20,310 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-02-27 19:03:20,341 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-02-27 19:03:20,361 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-02-27 19:03:20,379 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-02-27 19:03:20,396 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-02-27 19:03:20,412 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-02-27 19:03:20,441 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-02-27 19:03:20,459 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-02-27 19:03:20,475 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-02-27 19:03:20,493 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-02-27 19:03:20,522 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-02-27 19:03:20,548 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-02-27 19:03:20,576 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-02-27 19:03:20,606 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-02-27 19:03:20,635 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-02-27 19:03:20,661 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-02-27 19:03:20,681 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-02-27 19:03:20,705 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 87/108 +[2025-02-27 19:03:20,733 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 88/108 +[2025-02-27 19:03:20,759 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 89/108 +[2025-02-27 19:03:20,783 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:21,067 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-02-27 19:03:21,094 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-02-27 19:03:21,131 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-02-27 19:03:21,155 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-02-27 19:03:21,178 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-02-27 19:03:21,200 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-02-27 19:03:21,222 INFO test.py line 201 276539] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-02-27 19:03:21,280 INFO test.py line 289 276539] Test: scene0693_02 [58/78]-47996 Batch 2.795 (5.466) Accuracy 0.9311 (0.8124) mIoU 0.6869 (0.7445) +[2025-02-27 19:03:21,323 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-02-27 19:03:21,375 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:24,654 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 64/138 +[2025-02-27 19:03:24,705 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 65/138 +[2025-02-27 19:03:24,742 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 66/138 +[2025-02-27 19:03:24,780 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 67/138 +[2025-02-27 19:03:24,855 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 68/138 +[2025-02-27 19:03:24,903 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 69/138 +[2025-02-27 19:03:24,938 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 70/138 +[2025-02-27 19:03:24,977 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 71/138 +[2025-02-27 19:03:25,015 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 72/138 +[2025-02-27 19:03:25,062 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 73/138 +[2025-02-27 19:03:25,128 INFO test.py 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+[2025-02-27 19:03:26,099 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 95/138 +[2025-02-27 19:03:26,145 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 96/138 +[2025-02-27 19:03:26,215 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 97/138 +[2025-02-27 19:03:26,308 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 98/138 +[2025-02-27 19:03:26,351 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 99/138 +[2025-02-27 19:03:26,392 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 100/138 +[2025-02-27 19:03:26,435 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 101/138 +[2025-02-27 19:03:26,474 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 102/138 +[2025-02-27 19:03:26,514 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 103/138 +[2025-02-27 19:03:26,556 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 104/138 +[2025-02-27 19:03:26,597 INFO 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19:03:28,157 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 136/138 +[2025-02-27 19:03:28,195 INFO test.py line 201 276539] Test: 59/78-scene0665_00, Batch: 137/138 +[2025-02-27 19:03:28,542 INFO test.py line 289 276539] Test: scene0665_00 [59/78]-252726 Batch 7.261 (5.496) Accuracy 0.9144 (0.8100) mIoU 0.6373 (0.7433) +[2025-02-27 19:03:28,577 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-02-27 19:03:28,610 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-02-27 19:03:28,644 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-02-27 19:03:28,675 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 3/148 +[2025-02-27 19:03:28,706 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 4/148 +[2025-02-27 19:03:28,738 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 5/148 +[2025-02-27 19:03:28,771 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 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+[2025-02-27 19:03:32,320 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 100/148 +[2025-02-27 19:03:32,355 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 101/148 +[2025-02-27 19:03:32,393 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 102/148 +[2025-02-27 19:03:32,427 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 103/148 +[2025-02-27 19:03:32,463 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 104/148 +[2025-02-27 19:03:32,499 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 105/148 +[2025-02-27 19:03:32,562 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 106/148 +[2025-02-27 19:03:32,607 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 107/148 +[2025-02-27 19:03:32,641 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 108/148 +[2025-02-27 19:03:32,677 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 109/148 +[2025-02-27 19:03:32,711 INFO 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19:03:33,800 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 141/148 +[2025-02-27 19:03:33,833 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 142/148 +[2025-02-27 19:03:33,865 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 143/148 +[2025-02-27 19:03:33,898 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 144/148 +[2025-02-27 19:03:33,931 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 145/148 +[2025-02-27 19:03:33,964 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-02-27 19:03:33,997 INFO test.py line 201 276539] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-02-27 19:03:34,249 INFO test.py line 289 276539] Test: scene0647_01 [60/78]-194360 Batch 5.707 (5.500) Accuracy 0.8943 (0.8098) mIoU 0.5317 (0.7423) +[2025-02-27 19:03:34,283 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-02-27 19:03:34,310 INFO test.py line 201 276539] Test: 61/78-scene0558_00, 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+[2025-02-27 19:03:35,257 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 33/134 +[2025-02-27 19:03:35,304 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 34/134 +[2025-02-27 19:03:35,328 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 35/134 +[2025-02-27 19:03:35,354 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 36/134 +[2025-02-27 19:03:35,379 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 37/134 +[2025-02-27 19:03:35,405 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 38/134 +[2025-02-27 19:03:35,430 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 39/134 +[2025-02-27 19:03:35,454 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 40/134 +[2025-02-27 19:03:35,482 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 41/134 +[2025-02-27 19:03:35,507 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 42/134 +[2025-02-27 19:03:35,537 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 43/134 +[2025-02-27 19:03:35,561 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 44/134 +[2025-02-27 19:03:35,586 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 45/134 +[2025-02-27 19:03:35,617 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 46/134 +[2025-02-27 19:03:35,643 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 47/134 +[2025-02-27 19:03:35,667 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 48/134 +[2025-02-27 19:03:35,691 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 49/134 +[2025-02-27 19:03:35,716 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 50/134 +[2025-02-27 19:03:35,741 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 51/134 +[2025-02-27 19:03:35,763 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 52/134 +[2025-02-27 19:03:35,787 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:36,100 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 64/134 +[2025-02-27 19:03:36,124 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 65/134 +[2025-02-27 19:03:36,152 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 66/134 +[2025-02-27 19:03:36,179 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 67/134 +[2025-02-27 19:03:36,216 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 68/134 +[2025-02-27 19:03:36,245 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 69/134 +[2025-02-27 19:03:36,271 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 70/134 +[2025-02-27 19:03:36,295 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 71/134 +[2025-02-27 19:03:36,323 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 72/134 +[2025-02-27 19:03:36,348 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 73/134 +[2025-02-27 19:03:36,374 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 74/134 +[2025-02-27 19:03:36,408 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 75/134 +[2025-02-27 19:03:36,435 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 76/134 +[2025-02-27 19:03:36,460 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 77/134 +[2025-02-27 19:03:36,493 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 78/134 +[2025-02-27 19:03:36,520 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 79/134 +[2025-02-27 19:03:36,548 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 80/134 +[2025-02-27 19:03:36,574 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 81/134 +[2025-02-27 19:03:36,599 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 82/134 +[2025-02-27 19:03:36,625 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 83/134 +[2025-02-27 19:03:36,650 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:36,933 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 95/134 +[2025-02-27 19:03:36,958 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 96/134 +[2025-02-27 19:03:36,983 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 97/134 +[2025-02-27 19:03:37,008 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 98/134 +[2025-02-27 19:03:37,032 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 99/134 +[2025-02-27 19:03:37,060 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 100/134 +[2025-02-27 19:03:37,089 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 101/134 +[2025-02-27 19:03:37,122 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 102/134 +[2025-02-27 19:03:37,151 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 103/134 +[2025-02-27 19:03:37,175 INFO test.py line 201 276539] Test: 61/78-scene0558_00, Batch: 104/134 +[2025-02-27 19:03:37,203 INFO 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62/78-scene0084_02, Batch: 0/139 +[2025-02-27 19:03:38,181 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-02-27 19:03:38,209 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-02-27 19:03:38,238 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-02-27 19:03:38,268 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 4/139 +[2025-02-27 19:03:38,295 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 5/139 +[2025-02-27 19:03:38,324 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 6/139 +[2025-02-27 19:03:38,376 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 7/139 +[2025-02-27 19:03:38,405 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 8/139 +[2025-02-27 19:03:38,433 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 9/139 +[2025-02-27 19:03:38,463 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 10/139 +[2025-02-27 19:03:38,493 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 11/139 +[2025-02-27 19:03:38,530 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 12/139 +[2025-02-27 19:03:38,560 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-02-27 19:03:38,587 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-02-27 19:03:38,618 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-02-27 19:03:38,645 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-02-27 19:03:38,673 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-02-27 19:03:38,702 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-02-27 19:03:38,737 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-02-27 19:03:38,781 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-02-27 19:03:38,831 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-02-27 19:03:38,889 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-02-27 19:03:38,938 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-02-27 19:03:38,983 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 24/139 +[2025-02-27 19:03:39,054 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 25/139 +[2025-02-27 19:03:39,118 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 26/139 +[2025-02-27 19:03:39,158 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 27/139 +[2025-02-27 19:03:39,218 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 28/139 +[2025-02-27 19:03:39,255 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 29/139 +[2025-02-27 19:03:39,301 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 30/139 +[2025-02-27 19:03:39,338 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 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+[2025-02-27 19:03:40,351 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 63/139 +[2025-02-27 19:03:40,379 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 64/139 +[2025-02-27 19:03:40,407 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 65/139 +[2025-02-27 19:03:40,434 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 66/139 +[2025-02-27 19:03:40,460 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 67/139 +[2025-02-27 19:03:40,487 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 68/139 +[2025-02-27 19:03:40,529 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 69/139 +[2025-02-27 19:03:40,564 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 70/139 +[2025-02-27 19:03:40,610 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 71/139 +[2025-02-27 19:03:40,652 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 72/139 +[2025-02-27 19:03:40,693 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 73/139 +[2025-02-27 19:03:40,744 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 74/139 +[2025-02-27 19:03:40,785 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 75/139 +[2025-02-27 19:03:40,843 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 76/139 +[2025-02-27 19:03:40,879 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 77/139 +[2025-02-27 19:03:40,920 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 78/139 +[2025-02-27 19:03:40,959 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 79/139 +[2025-02-27 19:03:40,993 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 80/139 +[2025-02-27 19:03:41,033 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 81/139 +[2025-02-27 19:03:41,059 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 82/139 +[2025-02-27 19:03:41,083 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:41,390 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 94/139 +[2025-02-27 19:03:41,416 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 95/139 +[2025-02-27 19:03:41,443 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 96/139 +[2025-02-27 19:03:41,468 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 97/139 +[2025-02-27 19:03:41,494 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 98/139 +[2025-02-27 19:03:41,521 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 99/139 +[2025-02-27 19:03:41,548 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 100/139 +[2025-02-27 19:03:41,574 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 101/139 +[2025-02-27 19:03:41,608 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 102/139 +[2025-02-27 19:03:41,642 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 103/139 +[2025-02-27 19:03:41,701 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 104/139 +[2025-02-27 19:03:41,750 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-02-27 19:03:41,790 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-02-27 19:03:41,824 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-02-27 19:03:41,856 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-02-27 19:03:41,889 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-02-27 19:03:41,924 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-02-27 19:03:41,958 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-02-27 19:03:41,993 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-02-27 19:03:42,029 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-02-27 19:03:42,063 INFO test.py line 201 276539] Test: 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124/139 +[2025-02-27 19:03:42,376 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 125/139 +[2025-02-27 19:03:42,405 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 126/139 +[2025-02-27 19:03:42,435 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-02-27 19:03:42,460 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-02-27 19:03:42,484 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-02-27 19:03:42,508 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-02-27 19:03:42,532 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-02-27 19:03:42,557 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-02-27 19:03:42,581 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-02-27 19:03:42,605 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-02-27 19:03:42,629 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-02-27 19:03:42,661 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-02-27 19:03:42,685 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-02-27 19:03:42,709 INFO test.py line 201 276539] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-02-27 19:03:42,824 INFO test.py line 289 276539] Test: scene0084_02 [62/78]-98346 Batch 4.713 (5.461) Accuracy 0.9299 (0.8072) mIoU 0.6082 (0.7392) +[2025-02-27 19:03:42,862 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-02-27 19:03:42,898 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-02-27 19:03:42,932 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-02-27 19:03:42,966 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-02-27 19:03:43,003 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 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line 201 276539] Test: 63/78-scene0629_02, Batch: 15/143 +[2025-02-27 19:03:43,437 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 16/143 +[2025-02-27 19:03:43,479 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 17/143 +[2025-02-27 19:03:43,512 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 18/143 +[2025-02-27 19:03:43,547 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 19/143 +[2025-02-27 19:03:43,588 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 20/143 +[2025-02-27 19:03:43,622 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 21/143 +[2025-02-27 19:03:43,656 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 22/143 +[2025-02-27 19:03:43,689 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 23/143 +[2025-02-27 19:03:43,723 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 24/143 +[2025-02-27 19:03:43,758 INFO test.py line 201 276539] Test: 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19:03:48,183 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-02-27 19:03:48,217 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-02-27 19:03:48,259 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-02-27 19:03:48,295 INFO test.py line 201 276539] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-02-27 19:03:48,581 INFO test.py line 289 276539] Test: scene0629_02 [63/78]-225983 Batch 5.756 (5.465) Accuracy 0.9095 (0.8080) mIoU 0.5193 (0.7396) +[2025-02-27 19:03:48,616 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-02-27 19:03:48,648 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-02-27 19:03:48,681 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-02-27 19:03:48,712 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-02-27 19:03:48,742 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 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line 201 276539] Test: 64/78-scene0474_04, Batch: 15/126 +[2025-02-27 19:03:49,167 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 16/126 +[2025-02-27 19:03:49,197 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 17/126 +[2025-02-27 19:03:49,228 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 18/126 +[2025-02-27 19:03:49,258 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 19/126 +[2025-02-27 19:03:49,289 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 20/126 +[2025-02-27 19:03:49,320 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 21/126 +[2025-02-27 19:03:49,350 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 22/126 +[2025-02-27 19:03:49,383 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 23/126 +[2025-02-27 19:03:49,414 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 24/126 +[2025-02-27 19:03:49,448 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:49,795 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 36/126 +[2025-02-27 19:03:49,827 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 37/126 +[2025-02-27 19:03:49,859 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 38/126 +[2025-02-27 19:03:49,890 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 39/126 +[2025-02-27 19:03:49,921 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 40/126 +[2025-02-27 19:03:49,954 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 41/126 +[2025-02-27 19:03:49,983 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 42/126 +[2025-02-27 19:03:50,013 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 43/126 +[2025-02-27 19:03:50,044 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 44/126 +[2025-02-27 19:03:50,073 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 45/126 +[2025-02-27 19:03:50,103 INFO test.py 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+[2025-02-27 19:03:52,238 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 98/126 +[2025-02-27 19:03:52,297 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 99/126 +[2025-02-27 19:03:52,359 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 100/126 +[2025-02-27 19:03:52,412 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 101/126 +[2025-02-27 19:03:52,447 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 102/126 +[2025-02-27 19:03:52,481 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 103/126 +[2025-02-27 19:03:52,516 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 104/126 +[2025-02-27 19:03:52,552 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 105/126 +[2025-02-27 19:03:52,588 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 106/126 +[2025-02-27 19:03:52,624 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 107/126 +[2025-02-27 19:03:52,660 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 108/126 +[2025-02-27 19:03:52,695 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-02-27 19:03:52,731 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-02-27 19:03:52,767 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-02-27 19:03:52,802 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-02-27 19:03:52,840 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-02-27 19:03:52,877 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-02-27 19:03:52,912 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-02-27 19:03:52,946 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-02-27 19:03:52,979 INFO test.py line 201 276539] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-02-27 19:03:53,013 INFO test.py line 201 276539] Test: 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test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-02-27 19:03:53,584 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-02-27 19:03:53,625 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-02-27 19:03:53,652 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-02-27 19:03:53,681 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-02-27 19:03:53,709 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-02-27 19:03:53,739 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-02-27 19:03:53,765 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-02-27 19:03:53,794 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-02-27 19:03:53,823 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-02-27 19:03:53,851 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:54,149 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 22/108 +[2025-02-27 19:03:54,175 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 23/108 +[2025-02-27 19:03:54,201 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 24/108 +[2025-02-27 19:03:54,227 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 25/108 +[2025-02-27 19:03:54,253 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 26/108 +[2025-02-27 19:03:54,280 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 27/108 +[2025-02-27 19:03:54,308 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 28/108 +[2025-02-27 19:03:54,334 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 29/108 +[2025-02-27 19:03:54,360 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-02-27 19:03:54,387 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 31/108 +[2025-02-27 19:03:54,415 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 32/108 +[2025-02-27 19:03:54,443 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 33/108 +[2025-02-27 19:03:54,469 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 34/108 +[2025-02-27 19:03:54,497 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 35/108 +[2025-02-27 19:03:54,523 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 36/108 +[2025-02-27 19:03:54,552 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 37/108 +[2025-02-27 19:03:54,577 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 38/108 +[2025-02-27 19:03:54,601 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 39/108 +[2025-02-27 19:03:54,627 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 40/108 +[2025-02-27 19:03:54,652 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 41/108 +[2025-02-27 19:03:54,679 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:54,961 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 53/108 +[2025-02-27 19:03:54,989 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 54/108 +[2025-02-27 19:03:55,015 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 55/108 +[2025-02-27 19:03:55,040 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 56/108 +[2025-02-27 19:03:55,074 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 57/108 +[2025-02-27 19:03:55,100 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 58/108 +[2025-02-27 19:03:55,127 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 59/108 +[2025-02-27 19:03:55,152 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 60/108 +[2025-02-27 19:03:55,184 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 61/108 +[2025-02-27 19:03:55,211 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 62/108 +[2025-02-27 19:03:55,237 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 63/108 +[2025-02-27 19:03:55,264 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 64/108 +[2025-02-27 19:03:55,291 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 65/108 +[2025-02-27 19:03:55,316 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 66/108 +[2025-02-27 19:03:55,345 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 67/108 +[2025-02-27 19:03:55,371 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 68/108 +[2025-02-27 19:03:55,398 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 69/108 +[2025-02-27 19:03:55,425 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 70/108 +[2025-02-27 19:03:55,452 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 71/108 +[2025-02-27 19:03:55,479 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 72/108 +[2025-02-27 19:03:55,503 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:55,796 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 84/108 +[2025-02-27 19:03:55,821 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 85/108 +[2025-02-27 19:03:55,847 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 86/108 +[2025-02-27 19:03:55,873 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 87/108 +[2025-02-27 19:03:55,899 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 88/108 +[2025-02-27 19:03:55,925 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 89/108 +[2025-02-27 19:03:55,952 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 90/108 +[2025-02-27 19:03:55,978 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 91/108 +[2025-02-27 19:03:56,006 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 92/108 +[2025-02-27 19:03:56,032 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 93/108 +[2025-02-27 19:03:56,058 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-02-27 19:03:56,084 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-02-27 19:03:56,111 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-02-27 19:03:56,138 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-02-27 19:03:56,165 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-02-27 19:03:56,190 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-02-27 19:03:56,215 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-02-27 19:03:56,240 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-02-27 19:03:56,268 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-02-27 19:03:56,294 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-02-27 19:03:56,321 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-02-27 19:03:56,351 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-02-27 19:03:56,377 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-02-27 19:03:56,405 INFO test.py line 201 276539] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-02-27 19:03:56,524 INFO test.py line 289 276539] Test: scene0256_02 [65/78]-92069 Batch 3.036 (5.419) Accuracy 0.9162 (0.8080) mIoU 0.3675 (0.7397) +[2025-02-27 19:03:56,560 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-02-27 19:03:56,596 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-02-27 19:03:56,629 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-02-27 19:03:56,661 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-02-27 19:03:56,704 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-02-27 19:03:56,736 INFO test.py line 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+[2025-02-27 19:03:58,274 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 47/126 +[2025-02-27 19:03:58,315 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 48/126 +[2025-02-27 19:03:58,362 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 49/126 +[2025-02-27 19:03:58,405 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 50/126 +[2025-02-27 19:03:58,450 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 51/126 +[2025-02-27 19:03:58,489 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 52/126 +[2025-02-27 19:03:58,530 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 53/126 +[2025-02-27 19:03:58,614 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 54/126 +[2025-02-27 19:03:58,667 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 55/126 +[2025-02-27 19:03:58,700 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 56/126 +[2025-02-27 19:03:58,736 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 57/126 +[2025-02-27 19:03:58,769 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 58/126 +[2025-02-27 19:03:58,804 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 59/126 +[2025-02-27 19:03:58,836 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 60/126 +[2025-02-27 19:03:58,868 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 61/126 +[2025-02-27 19:03:58,927 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 62/126 +[2025-02-27 19:03:58,963 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 63/126 +[2025-02-27 19:03:58,997 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 64/126 +[2025-02-27 19:03:59,029 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 65/126 +[2025-02-27 19:03:59,062 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 66/126 +[2025-02-27 19:03:59,093 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:03:59,456 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 78/126 +[2025-02-27 19:03:59,495 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 79/126 +[2025-02-27 19:03:59,537 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 80/126 +[2025-02-27 19:03:59,585 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 81/126 +[2025-02-27 19:03:59,633 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 82/126 +[2025-02-27 19:03:59,679 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 83/126 +[2025-02-27 19:03:59,719 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 84/126 +[2025-02-27 19:03:59,771 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 85/126 +[2025-02-27 19:03:59,827 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 86/126 +[2025-02-27 19:03:59,878 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 87/126 +[2025-02-27 19:03:59,924 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 88/126 +[2025-02-27 19:03:59,969 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 89/126 +[2025-02-27 19:04:00,015 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 90/126 +[2025-02-27 19:04:00,061 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 91/126 +[2025-02-27 19:04:00,094 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 92/126 +[2025-02-27 19:04:00,132 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 93/126 +[2025-02-27 19:04:00,167 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 94/126 +[2025-02-27 19:04:00,200 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 95/126 +[2025-02-27 19:04:00,253 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 96/126 +[2025-02-27 19:04:00,289 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 97/126 +[2025-02-27 19:04:00,321 INFO test.py line 201 276539] Test: 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19:04:01,033 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-02-27 19:04:01,063 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-02-27 19:04:01,093 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-02-27 19:04:01,124 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-02-27 19:04:01,156 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-02-27 19:04:01,185 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-02-27 19:04:01,218 INFO test.py line 201 276539] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-02-27 19:04:01,445 INFO test.py line 289 276539] Test: scene0025_02 [66/78]-177900 Batch 4.920 (5.412) Accuracy 0.9044 (0.8076) mIoU 0.4378 (0.7395) +[2025-02-27 19:04:01,487 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-02-27 19:04:01,524 INFO test.py line 201 276539] Test: 67/78-scene0568_01, 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+[2025-02-27 19:04:02,870 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 33/148 +[2025-02-27 19:04:02,928 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 34/148 +[2025-02-27 19:04:02,975 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 35/148 +[2025-02-27 19:04:03,026 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 36/148 +[2025-02-27 19:04:03,068 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 37/148 +[2025-02-27 19:04:03,110 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 38/148 +[2025-02-27 19:04:03,151 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 39/148 +[2025-02-27 19:04:03,191 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 40/148 +[2025-02-27 19:04:03,267 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 41/148 +[2025-02-27 19:04:03,309 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 42/148 +[2025-02-27 19:04:03,351 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 43/148 +[2025-02-27 19:04:03,400 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 44/148 +[2025-02-27 19:04:03,460 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 45/148 +[2025-02-27 19:04:03,508 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 46/148 +[2025-02-27 19:04:03,548 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 47/148 +[2025-02-27 19:04:03,586 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 48/148 +[2025-02-27 19:04:03,625 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 49/148 +[2025-02-27 19:04:03,664 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 50/148 +[2025-02-27 19:04:03,702 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 51/148 +[2025-02-27 19:04:03,743 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 52/148 +[2025-02-27 19:04:03,800 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:04:04,280 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 64/148 +[2025-02-27 19:04:04,322 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 65/148 +[2025-02-27 19:04:04,360 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 66/148 +[2025-02-27 19:04:04,402 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 67/148 +[2025-02-27 19:04:04,441 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 68/148 +[2025-02-27 19:04:04,478 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 69/148 +[2025-02-27 19:04:04,519 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 70/148 +[2025-02-27 19:04:04,568 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 71/148 +[2025-02-27 19:04:04,604 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 72/148 +[2025-02-27 19:04:04,639 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 73/148 +[2025-02-27 19:04:04,676 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 74/148 +[2025-02-27 19:04:04,713 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 75/148 +[2025-02-27 19:04:04,749 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 76/148 +[2025-02-27 19:04:04,785 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 77/148 +[2025-02-27 19:04:04,819 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 78/148 +[2025-02-27 19:04:04,857 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 79/148 +[2025-02-27 19:04:04,895 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 80/148 +[2025-02-27 19:04:04,936 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 81/148 +[2025-02-27 19:04:04,971 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 82/148 +[2025-02-27 19:04:05,007 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 83/148 +[2025-02-27 19:04:05,052 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:04:05,433 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 95/148 +[2025-02-27 19:04:05,471 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 96/148 +[2025-02-27 19:04:05,509 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 97/148 +[2025-02-27 19:04:05,547 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 98/148 +[2025-02-27 19:04:05,584 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 99/148 +[2025-02-27 19:04:05,622 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 100/148 +[2025-02-27 19:04:05,660 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 101/148 +[2025-02-27 19:04:05,697 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 102/148 +[2025-02-27 19:04:05,735 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 103/148 +[2025-02-27 19:04:05,772 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 104/148 +[2025-02-27 19:04:05,810 INFO 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19:04:07,079 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 136/148 +[2025-02-27 19:04:07,114 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 137/148 +[2025-02-27 19:04:07,161 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 138/148 +[2025-02-27 19:04:07,200 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 139/148 +[2025-02-27 19:04:07,262 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 140/148 +[2025-02-27 19:04:07,300 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 141/148 +[2025-02-27 19:04:07,336 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 142/148 +[2025-02-27 19:04:07,372 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-02-27 19:04:07,409 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-02-27 19:04:07,447 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-02-27 19:04:07,484 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-02-27 19:04:07,521 INFO test.py line 201 276539] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-02-27 19:04:07,795 INFO test.py line 289 276539] Test: scene0568_01 [67/78]-239388 Batch 6.350 (5.426) Accuracy 0.9651 (0.8089) mIoU 0.7325 (0.7412) +[2025-02-27 19:04:07,829 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-02-27 19:04:07,862 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-02-27 19:04:07,898 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-02-27 19:04:07,953 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-02-27 19:04:07,986 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-02-27 19:04:08,018 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-02-27 19:04:08,049 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-02-27 19:04:08,086 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-02-27 19:04:08,150 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-02-27 19:04:08,185 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-02-27 19:04:08,219 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-02-27 19:04:08,251 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-02-27 19:04:08,277 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-02-27 19:04:08,304 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-02-27 19:04:08,329 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-02-27 19:04:08,355 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-02-27 19:04:08,382 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-02-27 19:04:08,409 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 68/78-scene0426_02, Batch: 69/130 +[2025-02-27 19:04:10,176 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 70/130 +[2025-02-27 19:04:10,202 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 71/130 +[2025-02-27 19:04:10,228 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 72/130 +[2025-02-27 19:04:10,254 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 73/130 +[2025-02-27 19:04:10,280 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 74/130 +[2025-02-27 19:04:10,306 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 75/130 +[2025-02-27 19:04:10,332 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 76/130 +[2025-02-27 19:04:10,359 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 77/130 +[2025-02-27 19:04:10,385 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 78/130 +[2025-02-27 19:04:10,411 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 68/78-scene0426_02, Batch: 100/130 +[2025-02-27 19:04:11,055 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 101/130 +[2025-02-27 19:04:11,091 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 102/130 +[2025-02-27 19:04:11,127 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 103/130 +[2025-02-27 19:04:11,156 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 104/130 +[2025-02-27 19:04:11,193 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 105/130 +[2025-02-27 19:04:11,223 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 106/130 +[2025-02-27 19:04:11,253 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 107/130 +[2025-02-27 19:04:11,283 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 108/130 +[2025-02-27 19:04:11,313 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 109/130 +[2025-02-27 19:04:11,344 INFO test.py line 201 276539] Test: 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120/130 +[2025-02-27 19:04:11,719 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-02-27 19:04:11,750 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-02-27 19:04:11,815 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-02-27 19:04:11,863 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-02-27 19:04:11,893 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-02-27 19:04:11,959 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-02-27 19:04:12,028 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-02-27 19:04:12,111 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-02-27 19:04:12,197 INFO test.py line 201 276539] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-02-27 19:04:12,425 INFO test.py line 289 276539] Test: scene0426_02 [68/78]-125149 Batch 4.629 (5.414) Accuracy 0.9063 (0.8086) mIoU 0.5034 (0.7412) +[2025-02-27 19:04:12,512 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-02-27 19:04:12,583 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-02-27 19:04:12,675 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-02-27 19:04:12,761 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-02-27 19:04:12,864 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-02-27 19:04:12,942 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-02-27 19:04:13,044 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-02-27 19:04:13,146 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-02-27 19:04:13,214 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-02-27 19:04:13,256 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-02-27 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276539] Test: 69/78-scene0355_01, Batch: 20/122 +[2025-02-27 19:04:13,752 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 21/122 +[2025-02-27 19:04:13,787 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 22/122 +[2025-02-27 19:04:13,823 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 23/122 +[2025-02-27 19:04:13,858 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 24/122 +[2025-02-27 19:04:13,883 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 25/122 +[2025-02-27 19:04:13,912 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 26/122 +[2025-02-27 19:04:13,942 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 27/122 +[2025-02-27 19:04:13,964 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 28/122 +[2025-02-27 19:04:13,987 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 29/122 +[2025-02-27 19:04:14,011 INFO test.py line 201 276539] Test: 69/78-scene0355_01, Batch: 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test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-02-27 19:04:21,686 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-02-27 19:04:21,753 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-02-27 19:04:21,827 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-02-27 19:04:21,933 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-02-27 19:04:22,037 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 5/142 +[2025-02-27 19:04:22,123 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 6/142 +[2025-02-27 19:04:22,194 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 7/142 +[2025-02-27 19:04:22,271 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 8/142 +[2025-02-27 19:04:22,376 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 9/142 +[2025-02-27 19:04:22,483 INFO test.py line 201 276539] Test: 70/78-scene0607_01, 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+[2025-02-27 19:04:31,274 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 104/142 +[2025-02-27 19:04:31,379 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 105/142 +[2025-02-27 19:04:31,476 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 106/142 +[2025-02-27 19:04:31,569 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 107/142 +[2025-02-27 19:04:31,654 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 108/142 +[2025-02-27 19:04:31,752 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 109/142 +[2025-02-27 19:04:31,860 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 110/142 +[2025-02-27 19:04:31,931 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 111/142 +[2025-02-27 19:04:32,020 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 112/142 +[2025-02-27 19:04:32,088 INFO test.py line 201 276539] Test: 70/78-scene0607_01, Batch: 113/142 +[2025-02-27 19:04:32,154 INFO 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+[2025-02-27 19:04:36,221 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 95/130 +[2025-02-27 19:04:36,255 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 96/130 +[2025-02-27 19:04:36,287 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 97/130 +[2025-02-27 19:04:36,318 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 98/130 +[2025-02-27 19:04:36,351 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 99/130 +[2025-02-27 19:04:36,384 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 100/130 +[2025-02-27 19:04:36,417 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 101/130 +[2025-02-27 19:04:36,448 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 102/130 +[2025-02-27 19:04:36,480 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 103/130 +[2025-02-27 19:04:36,513 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 104/130 +[2025-02-27 19:04:36,546 INFO 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125/130 +[2025-02-27 19:04:37,368 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-02-27 19:04:37,428 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-02-27 19:04:37,466 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-02-27 19:04:37,501 INFO test.py line 201 276539] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-02-27 19:04:37,752 INFO test.py line 289 276539] Test: scene0203_01 [71/78]-206210 Batch 4.752 (5.542) Accuracy 0.8947 (0.8069) mIoU 0.4980 (0.7395) +[2025-02-27 19:04:37,781 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-02-27 19:04:37,815 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-02-27 19:04:37,853 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-02-27 19:04:37,874 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-02-27 19:04:37,899 INFO test.py line 201 276539] Test: 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19:04:38,190 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 15/136 +[2025-02-27 19:04:38,229 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 16/136 +[2025-02-27 19:04:38,251 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 17/136 +[2025-02-27 19:04:38,286 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 18/136 +[2025-02-27 19:04:38,325 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 19/136 +[2025-02-27 19:04:38,347 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 20/136 +[2025-02-27 19:04:38,370 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 21/136 +[2025-02-27 19:04:38,396 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 22/136 +[2025-02-27 19:04:38,435 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 23/136 +[2025-02-27 19:04:38,459 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 24/136 +[2025-02-27 19:04:38,480 INFO test.py line 201 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+[2025-02-27 19:04:39,565 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 67/136 +[2025-02-27 19:04:39,585 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 68/136 +[2025-02-27 19:04:39,607 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 69/136 +[2025-02-27 19:04:39,626 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 70/136 +[2025-02-27 19:04:39,648 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 71/136 +[2025-02-27 19:04:39,690 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 72/136 +[2025-02-27 19:04:39,713 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 73/136 +[2025-02-27 19:04:39,734 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 74/136 +[2025-02-27 19:04:39,754 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 75/136 +[2025-02-27 19:04:39,774 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 76/136 +[2025-02-27 19:04:39,794 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 77/136 +[2025-02-27 19:04:39,815 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 78/136 +[2025-02-27 19:04:39,834 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 79/136 +[2025-02-27 19:04:39,855 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 80/136 +[2025-02-27 19:04:39,874 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 81/136 +[2025-02-27 19:04:39,895 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 82/136 +[2025-02-27 19:04:39,914 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 83/136 +[2025-02-27 19:04:39,935 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 84/136 +[2025-02-27 19:04:39,955 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 85/136 +[2025-02-27 19:04:39,976 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 86/136 +[2025-02-27 19:04:39,999 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:04:40,298 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 98/136 +[2025-02-27 19:04:40,315 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 99/136 +[2025-02-27 19:04:40,331 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 100/136 +[2025-02-27 19:04:40,347 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 101/136 +[2025-02-27 19:04:40,376 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 102/136 +[2025-02-27 19:04:40,397 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 103/136 +[2025-02-27 19:04:40,416 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 104/136 +[2025-02-27 19:04:40,437 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 105/136 +[2025-02-27 19:04:40,462 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 106/136 +[2025-02-27 19:04:40,488 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 107/136 +[2025-02-27 19:04:40,509 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 108/136 +[2025-02-27 19:04:40,529 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 109/136 +[2025-02-27 19:04:40,553 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 110/136 +[2025-02-27 19:04:40,578 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 111/136 +[2025-02-27 19:04:40,610 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 112/136 +[2025-02-27 19:04:40,638 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 113/136 +[2025-02-27 19:04:40,669 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 114/136 +[2025-02-27 19:04:40,698 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 115/136 +[2025-02-27 19:04:40,725 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 116/136 +[2025-02-27 19:04:40,763 INFO test.py line 201 276539] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-02-27 19:04:40,790 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 73/78-scene0686_02, Batch: 74/117 +[2025-02-27 19:04:43,967 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 75/117 +[2025-02-27 19:04:44,060 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 76/117 +[2025-02-27 19:04:44,099 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 77/117 +[2025-02-27 19:04:44,189 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 78/117 +[2025-02-27 19:04:44,265 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 79/117 +[2025-02-27 19:04:44,389 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 80/117 +[2025-02-27 19:04:44,473 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 81/117 +[2025-02-27 19:04:44,577 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 82/117 +[2025-02-27 19:04:44,638 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 83/117 +[2025-02-27 19:04:44,743 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:04:45,581 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 95/117 +[2025-02-27 19:04:45,702 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 96/117 +[2025-02-27 19:04:45,860 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 97/117 +[2025-02-27 19:04:45,978 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 98/117 +[2025-02-27 19:04:46,131 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 99/117 +[2025-02-27 19:04:46,240 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 100/117 +[2025-02-27 19:04:46,330 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 101/117 +[2025-02-27 19:04:46,421 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 102/117 +[2025-02-27 19:04:46,529 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 103/117 +[2025-02-27 19:04:46,634 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-02-27 19:04:46,743 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-02-27 19:04:46,839 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-02-27 19:04:46,931 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-02-27 19:04:47,021 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-02-27 19:04:47,137 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-02-27 19:04:47,224 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-02-27 19:04:47,317 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-02-27 19:04:47,411 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-02-27 19:04:47,490 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-02-27 19:04:47,549 INFO test.py line 201 276539] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-02-27 19:04:47,635 INFO test.py line 201 276539] Test: 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276539] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-02-27 19:04:48,615 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-02-27 19:04:48,692 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-02-27 19:04:48,781 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-02-27 19:04:48,877 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-02-27 19:04:48,951 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-02-27 19:04:49,034 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-02-27 19:04:49,134 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-02-27 19:04:49,245 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-02-27 19:04:49,372 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 16/147 +[2025-02-27 19:04:49,458 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 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+[2025-02-27 19:04:51,843 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 49/147 +[2025-02-27 19:04:51,981 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 50/147 +[2025-02-27 19:04:52,086 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 51/147 +[2025-02-27 19:04:52,170 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 52/147 +[2025-02-27 19:04:52,271 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 53/147 +[2025-02-27 19:04:52,400 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 54/147 +[2025-02-27 19:04:52,491 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 55/147 +[2025-02-27 19:04:52,602 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 56/147 +[2025-02-27 19:04:52,687 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 57/147 +[2025-02-27 19:04:52,792 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 58/147 +[2025-02-27 19:04:52,902 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 59/147 +[2025-02-27 19:04:53,012 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 60/147 +[2025-02-27 19:04:53,121 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 61/147 +[2025-02-27 19:04:53,222 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 62/147 +[2025-02-27 19:04:53,321 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 63/147 +[2025-02-27 19:04:53,427 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 64/147 +[2025-02-27 19:04:53,496 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 65/147 +[2025-02-27 19:04:53,555 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 66/147 +[2025-02-27 19:04:53,629 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 67/147 +[2025-02-27 19:04:53,702 INFO test.py line 201 276539] Test: 74/78-scene0697_02, Batch: 68/147 +[2025-02-27 19:04:53,803 INFO test.py line 201 276539] Test: 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line 201 276539] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-02-27 19:04:59,637 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-02-27 19:04:59,668 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-02-27 19:04:59,735 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-02-27 19:04:59,776 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-02-27 19:04:59,834 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-02-27 19:04:59,864 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-02-27 19:04:59,912 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 10/130 +[2025-02-27 19:04:59,944 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 11/130 +[2025-02-27 19:04:59,973 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 12/130 +[2025-02-27 19:05:00,043 INFO test.py line 201 276539] Test: 75/78-scene0081_01, 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test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-02-27 19:05:08,871 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-02-27 19:05:08,968 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-02-27 19:05:09,086 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-02-27 19:05:09,199 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-02-27 19:05:09,299 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-02-27 19:05:09,388 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-02-27 19:05:09,514 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-02-27 19:05:09,609 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-02-27 19:05:09,694 INFO test.py line 201 276539] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-02-27 19:05:09,769 INFO test.py line 201 276539] Test: 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19:05:20,611 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 120/143 +[2025-02-27 19:05:20,700 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 121/143 +[2025-02-27 19:05:20,821 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 122/143 +[2025-02-27 19:05:20,914 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 123/143 +[2025-02-27 19:05:20,984 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 124/143 +[2025-02-27 19:05:21,063 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-02-27 19:05:21,146 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-02-27 19:05:21,199 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-02-27 19:05:21,274 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-02-27 19:05:21,317 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-02-27 19:05:21,386 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-02-27 19:05:21,435 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-02-27 19:05:21,487 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-02-27 19:05:21,569 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-02-27 19:05:21,605 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-02-27 19:05:21,665 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-02-27 19:05:21,764 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-02-27 19:05:21,843 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-02-27 19:05:21,916 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-02-27 19:05:21,982 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-02-27 19:05:22,066 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-02-27 19:05:22,114 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-02-27 19:05:22,238 INFO test.py line 201 276539] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-02-27 19:05:22,492 INFO test.py line 289 276539] Test: scene0689_00 [76/78]-122129 Batch 12.193 (5.766) Accuracy 0.8868 (0.8042) mIoU 0.7345 (0.7351) +[2025-02-27 19:05:22,584 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-02-27 19:05:22,623 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 1/130 +[2025-02-27 19:05:22,712 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 2/130 +[2025-02-27 19:05:22,773 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 3/130 +[2025-02-27 19:05:22,823 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 4/130 +[2025-02-27 19:05:22,908 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 5/130 +[2025-02-27 19:05:22,992 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 6/130 +[2025-02-27 19:05:23,086 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-02-27 19:05:23,167 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-02-27 19:05:23,250 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 9/130 +[2025-02-27 19:05:23,321 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 10/130 +[2025-02-27 19:05:23,387 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 11/130 +[2025-02-27 19:05:23,458 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-02-27 19:05:23,541 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-02-27 19:05:23,639 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-02-27 19:05:23,708 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-02-27 19:05:23,786 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 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+[2025-02-27 19:05:26,119 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 48/130 +[2025-02-27 19:05:26,236 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 49/130 +[2025-02-27 19:05:26,322 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 50/130 +[2025-02-27 19:05:26,429 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 51/130 +[2025-02-27 19:05:26,531 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 52/130 +[2025-02-27 19:05:26,628 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 53/130 +[2025-02-27 19:05:26,709 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 54/130 +[2025-02-27 19:05:26,809 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 55/130 +[2025-02-27 19:05:26,881 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 56/130 +[2025-02-27 19:05:26,969 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 57/130 +[2025-02-27 19:05:27,066 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 58/130 +[2025-02-27 19:05:27,174 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 59/130 +[2025-02-27 19:05:27,263 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 60/130 +[2025-02-27 19:05:27,374 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 61/130 +[2025-02-27 19:05:27,476 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 62/130 +[2025-02-27 19:05:27,547 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 63/130 +[2025-02-27 19:05:27,618 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 64/130 +[2025-02-27 19:05:27,717 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 65/130 +[2025-02-27 19:05:27,826 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 66/130 +[2025-02-27 19:05:27,920 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 67/130 +[2025-02-27 19:05:28,004 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:05:29,077 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 79/130 +[2025-02-27 19:05:29,156 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 80/130 +[2025-02-27 19:05:29,234 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 81/130 +[2025-02-27 19:05:29,307 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 82/130 +[2025-02-27 19:05:29,372 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 83/130 +[2025-02-27 19:05:29,422 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 84/130 +[2025-02-27 19:05:29,473 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 85/130 +[2025-02-27 19:05:29,533 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 86/130 +[2025-02-27 19:05:29,621 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 87/130 +[2025-02-27 19:05:29,702 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 88/130 +[2025-02-27 19:05:29,799 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 89/130 +[2025-02-27 19:05:29,868 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 90/130 +[2025-02-27 19:05:29,953 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 91/130 +[2025-02-27 19:05:30,036 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 92/130 +[2025-02-27 19:05:30,107 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 93/130 +[2025-02-27 19:05:30,154 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 94/130 +[2025-02-27 19:05:30,230 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 95/130 +[2025-02-27 19:05:30,318 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 96/130 +[2025-02-27 19:05:30,403 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 97/130 +[2025-02-27 19:05:30,492 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 98/130 +[2025-02-27 19:05:30,530 INFO test.py line 201 276539] Test: 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19:05:32,296 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-02-27 19:05:32,386 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-02-27 19:05:32,491 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-02-27 19:05:32,587 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-02-27 19:05:32,677 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-02-27 19:05:32,758 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-02-27 19:05:32,855 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-02-27 19:05:32,935 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-02-27 19:05:33,011 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-02-27 19:05:33,090 INFO test.py line 201 276539] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-02-27 19:05:33,578 INFO test.py line 289 276539] Test: scene0095_01 [77/78]-216254 Batch 11.085 (5.835) Accuracy 0.9530 (0.8049) mIoU 0.7112 (0.7358) +[2025-02-27 19:05:33,637 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-02-27 19:05:33,703 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-02-27 19:05:33,744 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-02-27 19:05:33,829 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-02-27 19:05:33,920 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-02-27 19:05:33,980 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-02-27 19:05:34,037 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-02-27 19:05:34,109 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-02-27 19:05:34,170 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-02-27 19:05:34,238 INFO 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+[2025-02-27 19:05:35,856 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 30/147 +[2025-02-27 19:05:35,927 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 31/147 +[2025-02-27 19:05:35,979 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 32/147 +[2025-02-27 19:05:36,007 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 33/147 +[2025-02-27 19:05:36,071 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 34/147 +[2025-02-27 19:05:36,113 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 35/147 +[2025-02-27 19:05:36,145 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 36/147 +[2025-02-27 19:05:36,227 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 37/147 +[2025-02-27 19:05:36,255 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 38/147 +[2025-02-27 19:05:36,281 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 39/147 +[2025-02-27 19:05:36,346 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 40/147 +[2025-02-27 19:05:36,412 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 41/147 +[2025-02-27 19:05:36,469 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 42/147 +[2025-02-27 19:05:36,574 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 43/147 +[2025-02-27 19:05:36,654 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 44/147 +[2025-02-27 19:05:36,770 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 45/147 +[2025-02-27 19:05:36,865 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 46/147 +[2025-02-27 19:05:36,960 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 47/147 +[2025-02-27 19:05:37,046 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 48/147 +[2025-02-27 19:05:37,138 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 49/147 +[2025-02-27 19:05:37,205 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:05:37,987 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 61/147 +[2025-02-27 19:05:38,071 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 62/147 +[2025-02-27 19:05:38,147 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 63/147 +[2025-02-27 19:05:38,220 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 64/147 +[2025-02-27 19:05:38,285 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 65/147 +[2025-02-27 19:05:38,370 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 66/147 +[2025-02-27 19:05:38,454 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 67/147 +[2025-02-27 19:05:38,514 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 68/147 +[2025-02-27 19:05:38,600 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 69/147 +[2025-02-27 19:05:38,643 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 70/147 +[2025-02-27 19:05:38,709 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 71/147 +[2025-02-27 19:05:38,739 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 72/147 +[2025-02-27 19:05:38,814 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 73/147 +[2025-02-27 19:05:38,883 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 74/147 +[2025-02-27 19:05:38,921 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 75/147 +[2025-02-27 19:05:38,958 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 76/147 +[2025-02-27 19:05:38,991 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 77/147 +[2025-02-27 19:05:39,025 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 78/147 +[2025-02-27 19:05:39,089 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 79/147 +[2025-02-27 19:05:39,115 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 80/147 +[2025-02-27 19:05:39,158 INFO test.py line 201 276539] Test: 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+[2025-02-27 19:05:39,481 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 92/147 +[2025-02-27 19:05:39,518 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 93/147 +[2025-02-27 19:05:39,546 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 94/147 +[2025-02-27 19:05:39,582 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 95/147 +[2025-02-27 19:05:39,616 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 96/147 +[2025-02-27 19:05:39,647 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 97/147 +[2025-02-27 19:05:39,680 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 98/147 +[2025-02-27 19:05:39,707 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 99/147 +[2025-02-27 19:05:39,742 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 100/147 +[2025-02-27 19:05:39,780 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 101/147 +[2025-02-27 19:05:39,806 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 102/147 +[2025-02-27 19:05:39,833 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 103/147 +[2025-02-27 19:05:39,875 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 104/147 +[2025-02-27 19:05:39,900 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 105/147 +[2025-02-27 19:05:39,925 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 106/147 +[2025-02-27 19:05:39,978 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 107/147 +[2025-02-27 19:05:40,004 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 108/147 +[2025-02-27 19:05:40,033 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 109/147 +[2025-02-27 19:05:40,061 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 110/147 +[2025-02-27 19:05:40,095 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 111/147 +[2025-02-27 19:05:40,129 INFO test.py line 201 276539] Test: 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19:05:40,793 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-02-27 19:05:40,828 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-02-27 19:05:40,886 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-02-27 19:05:40,912 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-02-27 19:05:40,942 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-02-27 19:05:40,967 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-02-27 19:05:40,993 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-02-27 19:05:41,050 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-02-27 19:05:41,078 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-02-27 19:05:41,105 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-02-27 19:05:41,133 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-02-27 19:05:41,158 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-02-27 19:05:41,233 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-02-27 19:05:41,301 INFO test.py line 201 276539] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-02-27 19:05:41,531 INFO test.py line 289 276539] Test: scene0187_01 [78/78]-144163 Batch 7.952 (5.862) Accuracy 0.9455 (0.8047) mIoU 0.4658 (0.7328) +[2025-02-27 19:05:42,898 INFO test.py line 306 276539] Syncing ... +[2025-02-27 19:06:12,030 INFO test.py line 334 276539] Val result: mIoU/mAcc/allAcc 0.7333/0.8161/0.9030 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_0 - wall Result: iou/accuracy 0.8522/0.9500 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_1 - floor Result: iou/accuracy 0.9521/0.9806 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_2 - cabinet Result: iou/accuracy 0.6686/0.7900 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_3 - bed Result: iou/accuracy 0.8316/0.8909 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_4 - chair Result: iou/accuracy 0.9071/0.9517 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_5 - sofa Result: iou/accuracy 0.8274/0.9118 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_6 - table Result: iou/accuracy 0.7342/0.8355 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_7 - door Result: iou/accuracy 0.6730/0.7771 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_8 - window Result: iou/accuracy 0.6416/0.7726 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_9 - bookshelf Result: iou/accuracy 0.8085/0.9093 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_10 - picture Result: iou/accuracy 0.3544/0.4386 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_11 - counter Result: iou/accuracy 0.6073/0.6989 +[2025-02-27 19:06:12,030 INFO test.py line 340 276539] Class_12 - desk Result: iou/accuracy 0.6707/0.8267 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_13 - curtain Result: iou/accuracy 0.7582/0.8394 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_14 - refridgerator Result: iou/accuracy 0.6389/0.6919 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_15 - shower curtain Result: iou/accuracy 0.7170/0.7830 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_16 - toilet Result: iou/accuracy 0.9040/0.9573 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_17 - sink Result: iou/accuracy 0.6598/0.7580 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_18 - bathtub Result: iou/accuracy 0.8726/0.9141 +[2025-02-27 19:06:12,031 INFO test.py line 340 276539] Class_19 - otherfurniture Result: iou/accuracy 0.5872/0.6449 +[2025-02-27 19:06:12,031 INFO test.py line 348 276539] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<