diff --git "a/scannet/semseg-spunet-efficient-lr10/train.log" "b/scannet/semseg-spunet-efficient-lr10/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-efficient-lr10/train.log" @@ -0,0 +1,21505 @@ +[2025-03-24 23:49:26,439 INFO train.py line 128 3155176] => Loading config ... +[2025-03-24 23:49:26,439 INFO train.py line 130 3155176] Save path: exp/scannet/semseg-spunet-efficient-lr10 +[2025-03-24 23:49:27,000 INFO train.py line 131 3155176] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 20424389 +save_path = 'exp/scannet/semseg-spunet-efficient-lr10' +num_worker = 48 +batch_size = 24 +batch_size_val = None +batch_size_test = None +epoch = 800 +eval_epoch = 100 +clip_grad = None +sync_bn = False +enable_amp = True +empty_cache = False +empty_cache_per_epoch = False +find_unused_parameters = False +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=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=0.003, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.003, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'ScanNetDataset' +data_root = 'data/scannet' +data = dict( + num_classes=20, + ignore_index=-1, + names=[ + 'wall', 'floor', 'cabinet', 'bed', 'chair', 'sofa', 'table', 'door', + 'window', 'bookshelf', 'picture', 'counter', 'desk', 'curtain', + 'refridgerator', 'shower curtain', 'toilet', 'sink', 'bathtub', + 'otherfurniture' + ], + train=dict( + type='ScanNetDataset', + split='train', + data_root='data/scannet', + lr_file='data/scannet/tasks/scenes/10.txt', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=102400, mode='random'), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict(type='ShufflePoint'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False, + loop=8), + val=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False), + test=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict(type='NormalizeColor') + ], + test_mode=True, + test_cfg=dict( + voxelize=dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='test', + return_grid_coord=True, + keys=('coord', 'color', 'normal')), + crop=None, + post_transform=[ + dict(type='CenterShift', apply_z=False), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'index'), + feat_keys=('color', 'normal')) + ], + aug_transform=[[{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], [{ + 'type': 'RandomFlip', + 'p': 1 + }]]))) +num_worker_per_gpu = 12 +batch_size_per_gpu = 6 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-03-24 23:49:27,000 INFO train.py line 132 3155176] => Building model ... +[2025-03-24 23:49:27,419 INFO train.py line 225 3155176] Num params: 39157844 +[2025-03-24 23:49:27,951 INFO train.py line 134 3155176] => Building writer ... +[2025-03-24 23:49:27,952 INFO train.py line 235 3155176] Tensorboard writer logging dir: exp/scannet/semseg-spunet-efficient-lr10 +[2025-03-24 23:49:27,952 INFO train.py line 136 3155176] => Building train dataset & dataloader ... +[2025-03-24 23:49:27,953 INFO defaults.py line 68 3155176] Totally 120 x 8 samples in train set. +[2025-03-24 23:49:27,954 INFO train.py line 138 3155176] => Building val dataset & dataloader ... +[2025-03-24 23:49:27,954 INFO defaults.py line 68 3155176] Totally 312 x 1 samples in val set. +[2025-03-24 23:49:27,954 INFO train.py line 140 3155176] => Building optimize, scheduler, scaler(amp) ... +[2025-03-24 23:49:27,955 INFO train.py line 144 3155176] => Building hooks ... +[2025-03-24 23:49:27,955 INFO misc.py line 214 3155176] => Loading checkpoint & weight ... +[2025-03-24 23:49:27,955 INFO misc.py line 216 3155176] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-03-24 23:49:28,411 INFO misc.py line 221 3155176] Loading layer weights with keyword: , replace keyword with: +[2025-03-24 23:49:28,417 INFO misc.py line 238 3155176] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-03-24 23:49:28,417 INFO train.py line 151 3155176] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-03-24 23:49:59,623 INFO misc.py line 135 3155176] Train result: loss: 3.8266 +[2025-03-24 23:49:59,682 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:50:10,078 INFO hook.py line 748 3155176] Test: [1/78] Loss 3.3489 +[2025-03-24 23:50:10,384 INFO hook.py line 748 3155176] Test: [2/78] Loss 2.8003 +[2025-03-24 23:50:10,423 INFO hook.py line 748 3155176] Test: [3/78] Loss 2.8538 +[2025-03-24 23:50:10,473 INFO hook.py line 748 3155176] Test: [4/78] Loss 2.3133 +[2025-03-24 23:50:10,511 INFO hook.py line 748 3155176] Test: [5/78] Loss 2.8540 +[2025-03-24 23:50:10,995 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.6905 +[2025-03-24 23:50:11,047 INFO hook.py line 748 3155176] Test: [7/78] Loss 2.8674 +[2025-03-24 23:50:11,071 INFO hook.py line 748 3155176] Test: [8/78] Loss 2.1952 +[2025-03-24 23:50:11,113 INFO hook.py line 748 3155176] Test: [9/78] Loss 2.7067 +[2025-03-24 23:50:11,146 INFO hook.py line 748 3155176] Test: [10/78] Loss 3.4221 +[2025-03-24 23:50:11,197 INFO hook.py line 748 3155176] Test: [11/78] Loss 2.8488 +[2025-03-24 23:50:11,226 INFO hook.py line 748 3155176] Test: [12/78] Loss 2.9256 +[2025-03-24 23:50:11,271 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.4200 +[2025-03-24 23:50:11,305 INFO hook.py line 748 3155176] Test: [14/78] Loss 3.3387 +[2025-03-24 23:50:11,340 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.9833 +[2025-03-24 23:50:11,380 INFO hook.py line 748 3155176] Test: [16/78] Loss 2.6753 +[2025-03-24 23:50:11,415 INFO hook.py line 748 3155176] Test: [17/78] Loss 2.9047 +[2025-03-24 23:50:11,445 INFO hook.py line 748 3155176] Test: [18/78] Loss 3.1907 +[2025-03-24 23:50:11,487 INFO hook.py line 748 3155176] Test: [19/78] Loss 3.3249 +[2025-03-24 23:50:11,521 INFO hook.py line 748 3155176] Test: [20/78] Loss 2.7868 +[2025-03-24 23:50:11,553 INFO hook.py line 748 3155176] Test: [21/78] Loss 2.3456 +[2025-03-24 23:50:11,590 INFO hook.py line 748 3155176] Test: [22/78] Loss 3.3061 +[2025-03-24 23:50:11,628 INFO hook.py line 748 3155176] Test: [23/78] Loss 2.9207 +[2025-03-24 23:50:11,670 INFO hook.py line 748 3155176] Test: [24/78] Loss 2.8591 +[2025-03-24 23:50:11,711 INFO hook.py line 748 3155176] Test: [25/78] Loss 3.4226 +[2025-03-24 23:50:11,749 INFO hook.py line 748 3155176] Test: [26/78] Loss 2.5665 +[2025-03-24 23:50:11,797 INFO hook.py line 748 3155176] Test: [27/78] Loss 3.2179 +[2025-03-24 23:50:11,830 INFO hook.py line 748 3155176] Test: [28/78] Loss 3.2366 +[2025-03-24 23:50:11,863 INFO hook.py line 748 3155176] Test: [29/78] Loss 2.3938 +[2025-03-24 23:50:11,914 INFO hook.py line 748 3155176] Test: [30/78] Loss 2.8566 +[2025-03-24 23:50:11,971 INFO hook.py line 748 3155176] Test: 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[43/78] Loss 3.3033 +[2025-03-24 23:50:12,492 INFO hook.py line 748 3155176] Test: [44/78] Loss 3.1003 +[2025-03-24 23:50:12,521 INFO hook.py line 748 3155176] Test: [45/78] Loss 2.9282 +[2025-03-24 23:50:12,562 INFO hook.py line 748 3155176] Test: [46/78] Loss 3.1529 +[2025-03-24 23:50:12,600 INFO hook.py line 748 3155176] Test: [47/78] Loss 3.0638 +[2025-03-24 23:50:12,638 INFO hook.py line 748 3155176] Test: [48/78] Loss 3.1222 +[2025-03-24 23:50:12,677 INFO hook.py line 748 3155176] Test: [49/78] Loss 3.3777 +[2025-03-24 23:50:12,706 INFO hook.py line 748 3155176] Test: [50/78] Loss 2.7453 +[2025-03-24 23:50:12,741 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.4774 +[2025-03-24 23:50:12,776 INFO hook.py line 748 3155176] Test: [52/78] Loss 3.1512 +[2025-03-24 23:50:12,809 INFO hook.py line 748 3155176] Test: [53/78] Loss 2.3756 +[2025-03-24 23:50:12,843 INFO hook.py line 748 3155176] Test: [54/78] Loss 3.2857 +[2025-03-24 23:50:12,880 INFO hook.py line 748 3155176] Test: [55/78] Loss 2.3685 +[2025-03-24 23:50:12,916 INFO hook.py line 748 3155176] Test: [56/78] Loss 2.6926 +[2025-03-24 23:50:12,944 INFO hook.py line 748 3155176] Test: [57/78] Loss 2.8295 +[2025-03-24 23:50:12,967 INFO hook.py line 748 3155176] Test: [58/78] Loss 3.1772 +[2025-03-24 23:50:13,002 INFO hook.py line 748 3155176] Test: [59/78] Loss 2.6689 +[2025-03-24 23:50:13,031 INFO hook.py line 748 3155176] Test: [60/78] Loss 2.7417 +[2025-03-24 23:50:13,053 INFO hook.py line 748 3155176] Test: [61/78] Loss 3.3281 +[2025-03-24 23:50:13,082 INFO hook.py line 748 3155176] Test: [62/78] Loss 2.8905 +[2025-03-24 23:50:13,115 INFO hook.py line 748 3155176] Test: [63/78] Loss 3.1212 +[2025-03-24 23:50:13,167 INFO hook.py line 748 3155176] Test: [64/78] Loss 3.0574 +[2025-03-24 23:50:13,191 INFO hook.py line 748 3155176] Test: [65/78] Loss 3.5046 +[2025-03-24 23:50:13,227 INFO hook.py line 748 3155176] Test: [66/78] Loss 2.7676 +[2025-03-24 23:50:13,262 INFO hook.py line 748 3155176] Test: [67/78] Loss 2.6480 +[2025-03-24 23:50:13,290 INFO hook.py line 748 3155176] Test: [68/78] Loss 2.6503 +[2025-03-24 23:50:13,316 INFO hook.py line 748 3155176] Test: [69/78] Loss 2.2024 +[2025-03-24 23:50:13,366 INFO hook.py line 748 3155176] Test: [70/78] Loss 2.6439 +[2025-03-24 23:50:13,404 INFO hook.py line 748 3155176] Test: [71/78] Loss 3.1965 +[2025-03-24 23:50:13,452 INFO hook.py line 748 3155176] Test: [72/78] Loss 2.1904 +[2025-03-24 23:50:13,497 INFO hook.py line 748 3155176] Test: [73/78] Loss 2.5874 +[2025-03-24 23:50:13,534 INFO hook.py line 748 3155176] Test: [74/78] Loss 3.2492 +[2025-03-24 23:50:13,579 INFO hook.py line 748 3155176] Test: [75/78] Loss 2.5599 +[2025-03-24 23:50:13,604 INFO hook.py line 748 3155176] Test: [76/78] Loss 2.7557 +[2025-03-24 23:50:13,656 INFO hook.py line 748 3155176] Test: [77/78] Loss 3.0044 +[2025-03-24 23:50:13,680 INFO hook.py line 748 3155176] Test: [78/78] Loss 2.4101 +[2025-03-24 23:50:14,661 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:50:14,662 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:50:14,662 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:50:14,662 INFO hook.py line 689 3155176] wall : 0.6003 0.6903 +[2025-03-24 23:50:14,662 INFO hook.py line 689 3155176] floor : 0.8750 0.9857 +[2025-03-24 23:50:14,662 INFO hook.py line 689 3155176] cabinet : 0.0000 0.0000 +[2025-03-24 23:50:14,662 INFO hook.py line 689 3155176] bed : 0.0000 0.0000 +[2025-03-24 23:50:14,662 INFO hook.py line 689 3155176] chair : 0.1803 0.9724 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] sofa : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] table : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] door : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] window : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] bookshelf : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] picture : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] counter : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] desk : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] curtain : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:50:14,663 INFO hook.py line 689 3155176] shower curtain : 0.0000 0.0000 +[2025-03-24 23:50:14,664 INFO hook.py line 689 3155176] toilet : 0.0000 0.0000 +[2025-03-24 23:50:14,664 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:50:14,664 INFO hook.py line 689 3155176] bathtub : 0.0000 0.0000 +[2025-03-24 23:50:14,664 INFO hook.py line 689 3155176] otherfurniture : 0.0000 0.0000 +[2025-03-24 23:50:14,664 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:50:14,664 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.0828/0.1324/0.5583. +[2025-03-24 23:50:14,665 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:50:14,680 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.0828 +[2025-03-24 23:50:14,681 INFO misc.py line 164 3155176] Currently Best mIoU: 0.0828 +[2025-03-24 23:50:14,681 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:50:25,100 INFO misc.py line 135 3155176] Train result: loss: 2.9932 +[2025-03-24 23:50:25,201 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:50:35,797 INFO hook.py line 748 3155176] Test: [1/78] Loss 2.3824 +[2025-03-24 23:50:35,837 INFO hook.py line 748 3155176] Test: [2/78] Loss 2.5035 +[2025-03-24 23:50:35,960 INFO hook.py line 748 3155176] Test: [3/78] Loss 2.2019 +[2025-03-24 23:50:36,107 INFO hook.py line 748 3155176] Test: [4/78] Loss 1.4568 +[2025-03-24 23:50:36,139 INFO hook.py line 748 3155176] Test: [5/78] Loss 2.1736 +[2025-03-24 23:50:36,256 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1783 +[2025-03-24 23:50:36,473 INFO hook.py line 748 3155176] Test: [7/78] Loss 2.0261 +[2025-03-24 23:50:36,506 INFO hook.py line 748 3155176] Test: [8/78] Loss 1.3265 +[2025-03-24 23:50:36,548 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4256 +[2025-03-24 23:50:36,582 INFO hook.py line 748 3155176] Test: [10/78] Loss 2.7480 +[2025-03-24 23:50:36,633 INFO hook.py line 748 3155176] Test: [11/78] Loss 2.0345 +[2025-03-24 23:50:36,671 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.4771 +[2025-03-24 23:50:36,716 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0855 +[2025-03-24 23:50:36,749 INFO hook.py line 748 3155176] Test: [14/78] Loss 3.3656 +[2025-03-24 23:50:36,784 INFO hook.py line 748 3155176] Test: [15/78] Loss 3.2439 +[2025-03-24 23:50:36,824 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.4863 +[2025-03-24 23:50:36,860 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.5898 +[2025-03-24 23:50:36,895 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.1400 +[2025-03-24 23:50:36,938 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.9729 +[2025-03-24 23:50:36,968 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.5689 +[2025-03-24 23:50:37,000 INFO hook.py line 748 3155176] Test: [21/78] Loss 1.1484 +[2025-03-24 23:50:37,037 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.6018 +[2025-03-24 23:50:37,063 INFO hook.py line 748 3155176] Test: [23/78] Loss 2.2981 +[2025-03-24 23:50:37,103 INFO hook.py line 748 3155176] Test: [24/78] Loss 2.0822 +[2025-03-24 23:50:37,144 INFO hook.py line 748 3155176] Test: [25/78] Loss 2.6903 +[2025-03-24 23:50:37,183 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.6471 +[2025-03-24 23:50:37,231 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.4092 +[2025-03-24 23:50:37,261 INFO hook.py line 748 3155176] Test: [28/78] Loss 2.1425 +[2025-03-24 23:50:37,287 INFO hook.py line 748 3155176] Test: [29/78] Loss 1.2202 +[2025-03-24 23:50:37,343 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.9550 +[2025-03-24 23:50:37,400 INFO hook.py line 748 3155176] Test: [31/78] Loss 1.3319 +[2025-03-24 23:50:37,432 INFO hook.py line 748 3155176] Test: [32/78] Loss 2.4706 +[2025-03-24 23:50:37,482 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.2345 +[2025-03-24 23:50:37,520 INFO hook.py line 748 3155176] Test: [34/78] Loss 2.1461 +[2025-03-24 23:50:37,556 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.7647 +[2025-03-24 23:50:37,589 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.4878 +[2025-03-24 23:50:37,627 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.9196 +[2025-03-24 23:50:37,654 INFO hook.py line 748 3155176] Test: [38/78] Loss 1.2914 +[2025-03-24 23:50:37,711 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1860 +[2025-03-24 23:50:37,755 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.7313 +[2025-03-24 23:50:37,796 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.7771 +[2025-03-24 23:50:37,823 INFO hook.py line 748 3155176] Test: [42/78] Loss 2.6101 +[2025-03-24 23:50:37,854 INFO hook.py line 748 3155176] Test: [43/78] Loss 2.2743 +[2025-03-24 23:50:37,908 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.9291 +[2025-03-24 23:50:37,938 INFO hook.py line 748 3155176] Test: [45/78] Loss 2.1936 +[2025-03-24 23:50:37,978 INFO hook.py line 748 3155176] Test: [46/78] Loss 2.3561 +[2025-03-24 23:50:38,017 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5989 +[2025-03-24 23:50:38,048 INFO hook.py line 748 3155176] Test: [48/78] Loss 2.2619 +[2025-03-24 23:50:38,078 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.8825 +[2025-03-24 23:50:38,110 INFO hook.py line 748 3155176] Test: [50/78] Loss 2.2287 +[2025-03-24 23:50:38,138 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.8830 +[2025-03-24 23:50:38,174 INFO hook.py line 748 3155176] Test: [52/78] Loss 2.3908 +[2025-03-24 23:50:38,202 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.7498 +[2025-03-24 23:50:38,239 INFO hook.py line 748 3155176] Test: [54/78] Loss 3.0223 +[2025-03-24 23:50:38,273 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.8967 +[2025-03-24 23:50:38,310 INFO hook.py line 748 3155176] Test: [56/78] Loss 1.1547 +[2025-03-24 23:50:38,338 INFO hook.py line 748 3155176] Test: [57/78] Loss 2.4876 +[2025-03-24 23:50:38,361 INFO hook.py line 748 3155176] Test: [58/78] Loss 2.5315 +[2025-03-24 23:50:38,396 INFO hook.py line 748 3155176] Test: [59/78] Loss 2.0347 +[2025-03-24 23:50:38,426 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.7871 +[2025-03-24 23:50:38,447 INFO hook.py line 748 3155176] Test: [61/78] Loss 2.4674 +[2025-03-24 23:50:38,477 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.8723 +[2025-03-24 23:50:38,508 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.9606 +[2025-03-24 23:50:38,560 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.3885 +[2025-03-24 23:50:38,585 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.7705 +[2025-03-24 23:50:38,622 INFO hook.py line 748 3155176] Test: [66/78] Loss 2.1042 +[2025-03-24 23:50:38,656 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.9990 +[2025-03-24 23:50:38,689 INFO hook.py line 748 3155176] Test: [68/78] Loss 2.3877 +[2025-03-24 23:50:38,716 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.7052 +[2025-03-24 23:50:38,766 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9718 +[2025-03-24 23:50:38,805 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.4608 +[2025-03-24 23:50:38,854 INFO hook.py line 748 3155176] Test: [72/78] Loss 1.2487 +[2025-03-24 23:50:38,899 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.5886 +[2025-03-24 23:50:38,936 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.8492 +[2025-03-24 23:50:38,980 INFO hook.py line 748 3155176] Test: [75/78] Loss 1.1799 +[2025-03-24 23:50:39,006 INFO hook.py line 748 3155176] Test: [76/78] Loss 2.4416 +[2025-03-24 23:50:39,058 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.6910 +[2025-03-24 23:50:39,081 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.2129 +[2025-03-24 23:50:40,081 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:50:40,082 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:50:40,082 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] wall : 0.5385 0.9657 +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] floor : 0.7641 0.9857 +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] cabinet : 0.0000 0.0000 +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] bed : 0.0000 0.0000 +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] chair : 0.6111 0.9342 +[2025-03-24 23:50:40,082 INFO hook.py line 689 3155176] sofa : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] table : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] door : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] window : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] bookshelf : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] picture : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] counter : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] desk : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] curtain : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] shower curtain : 0.0000 0.0000 +[2025-03-24 23:50:40,083 INFO hook.py line 689 3155176] toilet : 0.0000 0.0000 +[2025-03-24 23:50:40,084 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:50:40,084 INFO hook.py line 689 3155176] bathtub : 0.0000 0.0000 +[2025-03-24 23:50:40,084 INFO hook.py line 689 3155176] otherfurniture : 0.0000 0.0000 +[2025-03-24 23:50:40,084 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:50:40,084 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.0957/0.1443/0.6381. +[2025-03-24 23:50:40,085 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:50:40,099 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.0957 +[2025-03-24 23:50:40,099 INFO misc.py line 164 3155176] Currently Best mIoU: 0.0957 +[2025-03-24 23:50:40,099 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:50:50,761 INFO misc.py line 135 3155176] Train result: loss: 2.0915 +[2025-03-24 23:50:50,870 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:51:01,261 INFO hook.py line 748 3155176] Test: [1/78] Loss 2.0930 +[2025-03-24 23:51:01,332 INFO hook.py line 748 3155176] Test: [2/78] Loss 2.2398 +[2025-03-24 23:51:01,370 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.7827 +[2025-03-24 23:51:01,978 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.9797 +[2025-03-24 23:51:02,024 INFO hook.py line 748 3155176] Test: [5/78] Loss 1.6254 +[2025-03-24 23:51:02,100 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3012 +[2025-03-24 23:51:02,149 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.8549 +[2025-03-24 23:51:02,173 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5895 +[2025-03-24 23:51:02,216 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5113 +[2025-03-24 23:51:02,246 INFO hook.py line 748 3155176] Test: [10/78] Loss 3.1332 +[2025-03-24 23:51:02,289 INFO hook.py line 748 3155176] Test: [11/78] Loss 1.5809 +[2025-03-24 23:51:02,318 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7616 +[2025-03-24 23:51:02,364 INFO hook.py line 748 3155176] Test: [13/78] Loss 4.2628 +[2025-03-24 23:51:02,397 INFO hook.py line 748 3155176] Test: [14/78] Loss 5.4193 +[2025-03-24 23:51:02,430 INFO hook.py line 748 3155176] Test: [15/78] Loss 3.5584 +[2025-03-24 23:51:02,471 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1498 +[2025-03-24 23:51:02,506 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.5157 +[2025-03-24 23:51:02,535 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.3251 +[2025-03-24 23:51:02,580 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.5368 +[2025-03-24 23:51:02,610 INFO hook.py line 748 3155176] Test: [20/78] Loss 2.0746 +[2025-03-24 23:51:02,642 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.6181 +[2025-03-24 23:51:02,679 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.8839 +[2025-03-24 23:51:02,704 INFO hook.py line 748 3155176] Test: [23/78] Loss 2.1513 +[2025-03-24 23:51:02,745 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.6776 +[2025-03-24 23:51:02,787 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.9076 +[2025-03-24 23:51:02,823 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.4951 +[2025-03-24 23:51:02,875 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.4729 +[2025-03-24 23:51:02,915 INFO hook.py line 748 3155176] Test: [28/78] Loss 2.2714 +[2025-03-24 23:51:02,942 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.6870 +[2025-03-24 23:51:02,993 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.6685 +[2025-03-24 23:51:03,048 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.8064 +[2025-03-24 23:51:03,079 INFO hook.py line 748 3155176] Test: [32/78] Loss 2.4649 +[2025-03-24 23:51:03,128 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.3324 +[2025-03-24 23:51:03,165 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.2594 +[2025-03-24 23:51:03,201 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.2309 +[2025-03-24 23:51:03,234 INFO hook.py line 748 3155176] Test: [36/78] Loss 2.1711 +[2025-03-24 23:51:03,271 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.5790 +[2025-03-24 23:51:03,310 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.7458 +[2025-03-24 23:51:03,367 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1476 +[2025-03-24 23:51:03,409 INFO hook.py line 748 3155176] Test: [40/78] Loss 4.0759 +[2025-03-24 23:51:03,450 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.6837 +[2025-03-24 23:51:03,475 INFO hook.py line 748 3155176] Test: [42/78] Loss 2.4747 +[2025-03-24 23:51:03,514 INFO hook.py line 748 3155176] Test: [43/78] Loss 2.1047 +[2025-03-24 23:51:03,566 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.3955 +[2025-03-24 23:51:03,597 INFO hook.py line 748 3155176] Test: [45/78] Loss 2.0246 +[2025-03-24 23:51:03,640 INFO hook.py line 748 3155176] Test: [46/78] Loss 2.0602 +[2025-03-24 23:51:03,675 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2252 +[2025-03-24 23:51:03,720 INFO hook.py line 748 3155176] Test: [48/78] Loss 2.1701 +[2025-03-24 23:51:03,756 INFO hook.py line 748 3155176] Test: [49/78] Loss 3.3167 +[2025-03-24 23:51:03,793 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.6619 +[2025-03-24 23:51:03,829 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.8773 +[2025-03-24 23:51:03,865 INFO hook.py line 748 3155176] Test: [52/78] Loss 2.2930 +[2025-03-24 23:51:03,895 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.1695 +[2025-03-24 23:51:03,931 INFO hook.py line 748 3155176] Test: [54/78] Loss 3.4483 +[2025-03-24 23:51:03,964 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1550 +[2025-03-24 23:51:04,000 INFO hook.py line 748 3155176] Test: [56/78] Loss 1.3623 +[2025-03-24 23:51:04,029 INFO hook.py line 748 3155176] Test: [57/78] Loss 2.4390 +[2025-03-24 23:51:04,052 INFO hook.py line 748 3155176] Test: [58/78] Loss 2.2429 +[2025-03-24 23:51:04,087 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.5631 +[2025-03-24 23:51:04,116 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.6776 +[2025-03-24 23:51:04,137 INFO hook.py line 748 3155176] Test: [61/78] Loss 2.7550 +[2025-03-24 23:51:04,166 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.6511 +[2025-03-24 23:51:04,199 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8113 +[2025-03-24 23:51:04,255 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.9308 +[2025-03-24 23:51:04,279 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.9234 +[2025-03-24 23:51:04,315 INFO hook.py line 748 3155176] Test: [66/78] Loss 2.2325 +[2025-03-24 23:51:04,349 INFO hook.py line 748 3155176] Test: [67/78] Loss 2.0475 +[2025-03-24 23:51:04,377 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.5206 +[2025-03-24 23:51:04,403 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4061 +[2025-03-24 23:51:04,453 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8791 +[2025-03-24 23:51:04,492 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.6350 +[2025-03-24 23:51:04,540 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7609 +[2025-03-24 23:51:04,585 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.6709 +[2025-03-24 23:51:04,622 INFO hook.py line 748 3155176] Test: [74/78] Loss 3.5039 +[2025-03-24 23:51:04,666 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5348 +[2025-03-24 23:51:04,690 INFO hook.py line 748 3155176] Test: [76/78] Loss 2.3329 +[2025-03-24 23:51:04,743 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9303 +[2025-03-24 23:51:04,766 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5785 +[2025-03-24 23:51:05,824 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:51:05,825 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:51:05,825 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] wall : 0.6830 0.8893 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] floor : 0.9474 0.9785 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] cabinet : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] bed : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] chair : 0.7989 0.9045 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] sofa : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] table : 0.2324 0.8607 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] door : 0.2076 0.6933 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] window : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] bookshelf : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] picture : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] counter : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] desk : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] curtain : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] shower curtain : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] toilet : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:51:05,825 INFO hook.py line 689 3155176] bathtub : 0.0000 0.0000 +[2025-03-24 23:51:05,826 INFO hook.py line 689 3155176] otherfurniture : 0.0000 0.0000 +[2025-03-24 23:51:05,826 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:51:05,826 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.1435/0.2163/0.6762. +[2025-03-24 23:51:05,826 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:51:05,842 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.1435 +[2025-03-24 23:51:05,843 INFO misc.py line 164 3155176] Currently Best mIoU: 0.1435 +[2025-03-24 23:51:05,843 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:51:16,507 INFO misc.py line 135 3155176] Train result: loss: 1.7815 +[2025-03-24 23:51:16,587 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:51:27,014 INFO hook.py line 748 3155176] Test: [1/78] Loss 1.9413 +[2025-03-24 23:51:27,298 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.5227 +[2025-03-24 23:51:27,332 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.4912 +[2025-03-24 23:51:27,382 INFO hook.py line 748 3155176] Test: [4/78] Loss 1.0403 +[2025-03-24 23:51:27,414 INFO hook.py line 748 3155176] Test: [5/78] Loss 1.1174 +[2025-03-24 23:51:27,464 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1714 +[2025-03-24 23:51:27,511 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.8357 +[2025-03-24 23:51:27,580 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5609 +[2025-03-24 23:51:27,623 INFO hook.py line 748 3155176] Test: [9/78] Loss 2.6859 +[2025-03-24 23:51:27,652 INFO hook.py line 748 3155176] Test: [10/78] Loss 2.5335 +[2025-03-24 23:51:27,735 INFO hook.py line 748 3155176] Test: [11/78] Loss 1.8068 +[2025-03-24 23:51:27,916 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2079 +[2025-03-24 23:51:27,967 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2625 +[2025-03-24 23:51:28,001 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5924 +[2025-03-24 23:51:28,038 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5132 +[2025-03-24 23:51:28,086 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2212 +[2025-03-24 23:51:28,121 INFO hook.py line 748 3155176] Test: [17/78] Loss 2.1962 +[2025-03-24 23:51:28,153 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.3779 +[2025-03-24 23:51:28,194 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4979 +[2025-03-24 23:51:28,224 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.7963 +[2025-03-24 23:51:28,256 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.7987 +[2025-03-24 23:51:28,292 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.9744 +[2025-03-24 23:51:28,317 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.9075 +[2025-03-24 23:51:28,358 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.5675 +[2025-03-24 23:51:28,399 INFO hook.py line 748 3155176] Test: [25/78] Loss 2.2909 +[2025-03-24 23:51:28,436 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.6982 +[2025-03-24 23:51:28,484 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.6190 +[2025-03-24 23:51:28,515 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.7517 +[2025-03-24 23:51:28,546 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.7765 +[2025-03-24 23:51:28,596 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.4911 +[2025-03-24 23:51:28,650 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6909 +[2025-03-24 23:51:28,682 INFO hook.py line 748 3155176] Test: [32/78] Loss 2.6846 +[2025-03-24 23:51:28,732 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.2100 +[2025-03-24 23:51:28,766 INFO hook.py line 748 3155176] Test: [34/78] Loss 2.0610 +[2025-03-24 23:51:28,803 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.2372 +[2025-03-24 23:51:28,836 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.7376 +[2025-03-24 23:51:28,868 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.6543 +[2025-03-24 23:51:28,899 INFO hook.py line 748 3155176] Test: [38/78] Loss 1.2089 +[2025-03-24 23:51:28,956 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.9048 +[2025-03-24 23:51:28,997 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.9636 +[2025-03-24 23:51:29,039 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.6128 +[2025-03-24 23:51:29,065 INFO hook.py line 748 3155176] Test: [42/78] Loss 2.1807 +[2025-03-24 23:51:29,096 INFO hook.py line 748 3155176] Test: [43/78] Loss 2.1288 +[2025-03-24 23:51:29,149 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.5498 +[2025-03-24 23:51:29,187 INFO hook.py line 748 3155176] Test: [45/78] Loss 1.8828 +[2025-03-24 23:51:29,231 INFO hook.py line 748 3155176] Test: [46/78] Loss 2.2298 +[2025-03-24 23:51:29,266 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.8837 +[2025-03-24 23:51:29,298 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.7923 +[2025-03-24 23:51:29,331 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.4740 +[2025-03-24 23:51:29,370 INFO hook.py line 748 3155176] Test: [50/78] Loss 2.0932 +[2025-03-24 23:51:29,407 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.2657 +[2025-03-24 23:51:29,442 INFO hook.py line 748 3155176] Test: [52/78] Loss 2.1495 +[2025-03-24 23:51:29,470 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.2027 +[2025-03-24 23:51:29,504 INFO hook.py line 748 3155176] Test: [54/78] Loss 3.1031 +[2025-03-24 23:51:29,540 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.4424 +[2025-03-24 23:51:29,576 INFO hook.py line 748 3155176] Test: [56/78] Loss 1.1358 +[2025-03-24 23:51:29,606 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.8059 +[2025-03-24 23:51:29,628 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.6781 +[2025-03-24 23:51:29,663 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.5199 +[2025-03-24 23:51:29,691 INFO hook.py line 748 3155176] Test: [60/78] Loss 2.0881 +[2025-03-24 23:51:29,712 INFO hook.py line 748 3155176] Test: [61/78] Loss 2.3829 +[2025-03-24 23:51:29,742 INFO hook.py line 748 3155176] Test: [62/78] Loss 2.1663 +[2025-03-24 23:51:29,774 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.9078 +[2025-03-24 23:51:29,826 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.9427 +[2025-03-24 23:51:29,851 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.8494 +[2025-03-24 23:51:29,887 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.2221 +[2025-03-24 23:51:29,922 INFO hook.py line 748 3155176] Test: [67/78] Loss 2.4934 +[2025-03-24 23:51:29,950 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.6937 +[2025-03-24 23:51:29,975 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.5379 +[2025-03-24 23:51:30,025 INFO hook.py line 748 3155176] Test: [70/78] Loss 2.1091 +[2025-03-24 23:51:30,063 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.6412 +[2025-03-24 23:51:30,111 INFO hook.py line 748 3155176] Test: [72/78] Loss 1.5755 +[2025-03-24 23:51:30,157 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.4905 +[2025-03-24 23:51:30,193 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.9518 +[2025-03-24 23:51:30,237 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.9761 +[2025-03-24 23:51:30,262 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3560 +[2025-03-24 23:51:30,314 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0117 +[2025-03-24 23:51:30,337 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9625 +[2025-03-24 23:51:31,323 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:51:31,323 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:51:31,323 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:51:31,323 INFO hook.py line 689 3155176] wall : 0.6562 0.7258 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] floor : 0.9187 0.9567 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] cabinet : 0.2085 0.5552 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] bed : 0.0004 0.0004 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] chair : 0.7513 0.8290 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] sofa : 0.0701 0.0742 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] table : 0.2576 0.8971 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] door : 0.2936 0.3425 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] window : 0.1713 0.7986 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] bookshelf : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] picture : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] counter : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] desk : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] curtain : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] shower curtain : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] toilet : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] bathtub : 0.0000 0.0000 +[2025-03-24 23:51:31,324 INFO hook.py line 689 3155176] otherfurniture : 0.0001 0.0001 +[2025-03-24 23:51:31,324 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:51:31,324 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.1664/0.2590/0.6510. +[2025-03-24 23:51:31,325 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:51:31,340 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.1664 +[2025-03-24 23:51:31,341 INFO misc.py line 164 3155176] Currently Best mIoU: 0.1664 +[2025-03-24 23:51:31,341 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:51:41,937 INFO misc.py line 135 3155176] Train result: loss: 1.5420 +[2025-03-24 23:51:42,032 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:51:52,100 INFO hook.py line 748 3155176] Test: [1/78] Loss 2.0290 +[2025-03-24 23:51:52,788 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.6896 +[2025-03-24 23:51:53,037 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.2854 +[2025-03-24 23:51:53,081 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8720 +[2025-03-24 23:51:53,113 INFO hook.py line 748 3155176] Test: [5/78] Loss 1.1891 +[2025-03-24 23:51:53,166 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2671 +[2025-03-24 23:51:53,213 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.4415 +[2025-03-24 23:51:53,240 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4096 +[2025-03-24 23:51:53,282 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4428 +[2025-03-24 23:51:53,311 INFO hook.py line 748 3155176] Test: [10/78] Loss 2.5357 +[2025-03-24 23:51:53,353 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.9269 +[2025-03-24 23:51:53,382 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.5728 +[2025-03-24 23:51:53,428 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.4189 +[2025-03-24 23:51:53,462 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.1828 +[2025-03-24 23:51:53,496 INFO hook.py line 748 3155176] Test: [15/78] Loss 3.1845 +[2025-03-24 23:51:53,536 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1411 +[2025-03-24 23:51:53,571 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.0716 +[2025-03-24 23:51:53,601 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.0117 +[2025-03-24 23:51:53,647 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6490 +[2025-03-24 23:51:53,682 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.5230 +[2025-03-24 23:51:53,714 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4533 +[2025-03-24 23:51:53,750 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.3107 +[2025-03-24 23:51:53,783 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.4475 +[2025-03-24 23:51:53,823 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.2584 +[2025-03-24 23:51:53,863 INFO hook.py line 748 3155176] Test: [25/78] Loss 2.4171 +[2025-03-24 23:51:53,899 INFO hook.py line 748 3155176] Test: [26/78] Loss 2.8553 +[2025-03-24 23:51:53,948 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.9476 +[2025-03-24 23:51:53,978 INFO hook.py line 748 3155176] Test: [28/78] Loss 2.8799 +[2025-03-24 23:51:54,004 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3872 +[2025-03-24 23:51:54,054 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.3742 +[2025-03-24 23:51:54,111 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7917 +[2025-03-24 23:51:54,144 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.8196 +[2025-03-24 23:51:54,193 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.1225 +[2025-03-24 23:51:54,232 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.3131 +[2025-03-24 23:51:54,274 INFO hook.py line 748 3155176] Test: [35/78] Loss 2.0182 +[2025-03-24 23:51:54,310 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.9386 +[2025-03-24 23:51:54,345 INFO hook.py line 748 3155176] Test: [37/78] Loss 2.0139 +[2025-03-24 23:51:54,372 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.8027 +[2025-03-24 23:51:54,429 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.2779 +[2025-03-24 23:51:54,473 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.8243 +[2025-03-24 23:51:54,512 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1818 +[2025-03-24 23:51:54,538 INFO hook.py line 748 3155176] Test: [42/78] Loss 1.1071 +[2025-03-24 23:51:54,569 INFO hook.py line 748 3155176] Test: [43/78] Loss 1.8870 +[2025-03-24 23:51:54,620 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.0901 +[2025-03-24 23:51:54,651 INFO hook.py line 748 3155176] Test: [45/78] Loss 1.7265 +[2025-03-24 23:51:54,692 INFO hook.py line 748 3155176] Test: [46/78] Loss 1.9122 +[2025-03-24 23:51:54,730 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.7827 +[2025-03-24 23:51:54,761 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.5206 +[2025-03-24 23:51:54,799 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.5300 +[2025-03-24 23:51:54,834 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3239 +[2025-03-24 23:51:54,862 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.5285 +[2025-03-24 23:51:54,896 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.7459 +[2025-03-24 23:51:54,924 INFO hook.py line 748 3155176] Test: [53/78] Loss 2.3521 +[2025-03-24 23:51:54,958 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.6133 +[2025-03-24 23:51:54,991 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.6758 +[2025-03-24 23:51:55,028 INFO hook.py line 748 3155176] Test: [56/78] Loss 2.2008 +[2025-03-24 23:51:55,056 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.4824 +[2025-03-24 23:51:55,079 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.6327 +[2025-03-24 23:51:55,114 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.4580 +[2025-03-24 23:51:55,143 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.5981 +[2025-03-24 23:51:55,163 INFO hook.py line 748 3155176] Test: [61/78] Loss 2.1553 +[2025-03-24 23:51:55,194 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.7407 +[2025-03-24 23:51:55,226 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5053 +[2025-03-24 23:51:55,278 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.2194 +[2025-03-24 23:51:55,302 INFO hook.py line 748 3155176] Test: [65/78] Loss 3.1407 +[2025-03-24 23:51:55,338 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.5274 +[2025-03-24 23:51:55,372 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.7161 +[2025-03-24 23:51:55,401 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1619 +[2025-03-24 23:51:55,427 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3439 +[2025-03-24 23:51:55,477 INFO hook.py line 748 3155176] Test: [70/78] Loss 2.1616 +[2025-03-24 23:51:55,515 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.3021 +[2025-03-24 23:51:55,563 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4820 +[2025-03-24 23:51:55,609 INFO hook.py line 748 3155176] Test: [73/78] Loss 2.9543 +[2025-03-24 23:51:55,645 INFO hook.py line 748 3155176] Test: [74/78] Loss 3.0017 +[2025-03-24 23:51:55,689 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5982 +[2025-03-24 23:51:55,714 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.7889 +[2025-03-24 23:51:55,766 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6465 +[2025-03-24 23:51:55,789 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9833 +[2025-03-24 23:51:56,833 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:51:56,834 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:51:56,834 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:51:56,834 INFO hook.py line 689 3155176] wall : 0.6989 0.8969 +[2025-03-24 23:51:56,834 INFO hook.py line 689 3155176] floor : 0.9048 0.9556 +[2025-03-24 23:51:56,834 INFO hook.py line 689 3155176] cabinet : 0.2768 0.5111 +[2025-03-24 23:51:56,834 INFO hook.py line 689 3155176] bed : 0.3455 0.6239 +[2025-03-24 23:51:56,834 INFO hook.py line 689 3155176] chair : 0.7769 0.8846 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] sofa : 0.4919 0.5632 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] table : 0.4106 0.7505 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] door : 0.4076 0.6453 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] window : 0.3287 0.6480 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] bookshelf : 0.0000 0.0000 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] picture : 0.0000 0.0000 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] counter : 0.0000 0.0000 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] desk : 0.0023 0.0023 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] curtain : 0.0000 0.0000 +[2025-03-24 23:51:56,835 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:51:56,836 INFO hook.py line 689 3155176] shower curtain : 0.0000 0.0000 +[2025-03-24 23:51:56,836 INFO hook.py line 689 3155176] toilet : 0.0000 0.0000 +[2025-03-24 23:51:56,836 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:51:56,836 INFO hook.py line 689 3155176] bathtub : 0.0192 0.0220 +[2025-03-24 23:51:56,836 INFO hook.py line 689 3155176] otherfurniture : 0.0333 0.0349 +[2025-03-24 23:51:56,836 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:51:56,836 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.2348/0.3269/0.7358. +[2025-03-24 23:51:56,837 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:51:56,854 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.2348 +[2025-03-24 23:51:56,854 INFO misc.py line 164 3155176] Currently Best mIoU: 0.2348 +[2025-03-24 23:51:56,854 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:52:07,377 INFO misc.py line 135 3155176] Train result: loss: 1.3584 +[2025-03-24 23:52:07,477 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:52:18,014 INFO hook.py line 748 3155176] Test: [1/78] Loss 1.0804 +[2025-03-24 23:52:18,054 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2763 +[2025-03-24 23:52:18,404 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.1244 +[2025-03-24 23:52:18,454 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6254 +[2025-03-24 23:52:18,487 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7943 +[2025-03-24 23:52:18,535 INFO hook.py line 748 3155176] Test: [6/78] Loss 3.5139 +[2025-03-24 23:52:18,583 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.8018 +[2025-03-24 23:52:18,755 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3995 +[2025-03-24 23:52:18,801 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.6401 +[2025-03-24 23:52:18,837 INFO hook.py line 748 3155176] Test: [10/78] Loss 2.2422 +[2025-03-24 23:52:18,881 INFO hook.py line 748 3155176] Test: [11/78] Loss 1.2320 +[2025-03-24 23:52:18,919 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.4260 +[2025-03-24 23:52:18,964 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.6630 +[2025-03-24 23:52:18,997 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6928 +[2025-03-24 23:52:19,031 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.2176 +[2025-03-24 23:52:19,071 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2413 +[2025-03-24 23:52:19,107 INFO hook.py line 748 3155176] Test: [17/78] Loss 2.8572 +[2025-03-24 23:52:19,135 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.7512 +[2025-03-24 23:52:19,174 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6188 +[2025-03-24 23:52:19,204 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9282 +[2025-03-24 23:52:19,237 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.6093 +[2025-03-24 23:52:19,277 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.4461 +[2025-03-24 23:52:19,307 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.5208 +[2025-03-24 23:52:19,353 INFO hook.py line 748 3155176] Test: [24/78] Loss 2.2078 +[2025-03-24 23:52:19,390 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4855 +[2025-03-24 23:52:19,426 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.7286 +[2025-03-24 23:52:19,474 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.6948 +[2025-03-24 23:52:19,503 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.9659 +[2025-03-24 23:52:19,528 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.7119 +[2025-03-24 23:52:19,580 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0666 +[2025-03-24 23:52:19,633 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.9849 +[2025-03-24 23:52:19,667 INFO hook.py line 748 3155176] Test: [32/78] Loss 2.0744 +[2025-03-24 23:52:19,716 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.3259 +[2025-03-24 23:52:19,753 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.5097 +[2025-03-24 23:52:19,789 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.7369 +[2025-03-24 23:52:19,821 INFO hook.py line 748 3155176] Test: [36/78] Loss 2.1080 +[2025-03-24 23:52:19,855 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.0816 +[2025-03-24 23:52:19,882 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.6642 +[2025-03-24 23:52:19,939 INFO hook.py line 748 3155176] Test: [39/78] Loss 4.3893 +[2025-03-24 23:52:19,981 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.5342 +[2025-03-24 23:52:20,022 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.5181 +[2025-03-24 23:52:20,048 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.6704 +[2025-03-24 23:52:20,079 INFO hook.py line 748 3155176] Test: [43/78] Loss 1.1300 +[2025-03-24 23:52:20,133 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.9156 +[2025-03-24 23:52:20,164 INFO hook.py line 748 3155176] Test: [45/78] Loss 1.2671 +[2025-03-24 23:52:20,206 INFO hook.py line 748 3155176] Test: [46/78] Loss 1.4121 +[2025-03-24 23:52:20,243 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4642 +[2025-03-24 23:52:20,274 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.4559 +[2025-03-24 23:52:20,308 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.3020 +[2025-03-24 23:52:20,343 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.9095 +[2025-03-24 23:52:20,375 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.2219 +[2025-03-24 23:52:20,408 INFO hook.py line 748 3155176] Test: [52/78] Loss 2.4055 +[2025-03-24 23:52:20,435 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.1727 +[2025-03-24 23:52:20,475 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.7202 +[2025-03-24 23:52:20,509 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1648 +[2025-03-24 23:52:20,545 INFO hook.py line 748 3155176] Test: [56/78] Loss 1.3414 +[2025-03-24 23:52:20,574 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.8536 +[2025-03-24 23:52:20,598 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.6085 +[2025-03-24 23:52:20,632 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.5463 +[2025-03-24 23:52:20,661 INFO hook.py line 748 3155176] Test: [60/78] Loss 3.0314 +[2025-03-24 23:52:20,681 INFO hook.py line 748 3155176] Test: [61/78] Loss 3.2798 +[2025-03-24 23:52:20,711 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.7923 +[2025-03-24 23:52:20,743 INFO hook.py line 748 3155176] Test: [63/78] Loss 2.0829 +[2025-03-24 23:52:20,795 INFO hook.py line 748 3155176] Test: [64/78] Loss 3.4484 +[2025-03-24 23:52:20,819 INFO hook.py line 748 3155176] Test: [65/78] Loss 3.2612 +[2025-03-24 23:52:20,855 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.9521 +[2025-03-24 23:52:20,889 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.4707 +[2025-03-24 23:52:20,917 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.4721 +[2025-03-24 23:52:20,943 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.6054 +[2025-03-24 23:52:20,992 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9617 +[2025-03-24 23:52:21,031 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.9800 +[2025-03-24 23:52:21,079 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4393 +[2025-03-24 23:52:21,123 INFO hook.py line 748 3155176] Test: [73/78] Loss 2.0074 +[2025-03-24 23:52:21,159 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.8110 +[2025-03-24 23:52:21,204 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5188 +[2025-03-24 23:52:21,228 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.6928 +[2025-03-24 23:52:21,281 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0708 +[2025-03-24 23:52:21,304 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.1187 +[2025-03-24 23:52:22,263 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:52:22,263 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:52:22,263 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:52:22,263 INFO hook.py line 689 3155176] wall : 0.6821 0.7997 +[2025-03-24 23:52:22,263 INFO hook.py line 689 3155176] floor : 0.9437 0.9781 +[2025-03-24 23:52:22,263 INFO hook.py line 689 3155176] cabinet : 0.3622 0.4667 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] bed : 0.5404 0.6847 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] chair : 0.7322 0.7992 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] sofa : 0.5363 0.6024 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] table : 0.3832 0.9293 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] door : 0.3827 0.6971 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] window : 0.3168 0.6999 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] bookshelf : 0.3393 0.4242 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] picture : 0.2165 0.2701 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] counter : 0.0620 0.0655 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] desk : 0.0484 0.0879 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] curtain : 0.0256 0.0260 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] refridgerator : 0.0000 0.0000 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] shower curtain : 0.2806 0.6101 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] toilet : 0.4067 0.8592 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] sink : 0.0000 0.0000 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] bathtub : 0.0000 0.0000 +[2025-03-24 23:52:22,264 INFO hook.py line 689 3155176] otherfurniture : 0.0905 0.0938 +[2025-03-24 23:52:22,264 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:52:22,264 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.3175/0.4547/0.7415. +[2025-03-24 23:52:22,264 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:52:22,275 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.3175 +[2025-03-24 23:52:22,275 INFO misc.py line 164 3155176] Currently Best mIoU: 0.3175 +[2025-03-24 23:52:22,275 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:52:32,880 INFO misc.py line 135 3155176] Train result: loss: 1.1606 +[2025-03-24 23:52:32,955 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:52:43,424 INFO hook.py line 748 3155176] Test: [1/78] Loss 1.0650 +[2025-03-24 23:52:43,478 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.8888 +[2025-03-24 23:52:43,637 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.4198 +[2025-03-24 23:52:44,050 INFO hook.py line 748 3155176] Test: [4/78] Loss 1.1449 +[2025-03-24 23:52:44,103 INFO hook.py line 748 3155176] Test: [5/78] Loss 1.4588 +[2025-03-24 23:52:44,149 INFO hook.py line 748 3155176] Test: [6/78] Loss 3.3537 +[2025-03-24 23:52:44,512 INFO hook.py line 748 3155176] Test: [7/78] Loss 2.1690 +[2025-03-24 23:52:44,564 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5846 +[2025-03-24 23:52:44,609 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5960 +[2025-03-24 23:52:44,641 INFO hook.py line 748 3155176] Test: [10/78] Loss 2.3658 +[2025-03-24 23:52:44,684 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.9184 +[2025-03-24 23:52:44,716 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.7944 +[2025-03-24 23:52:44,760 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3185 +[2025-03-24 23:52:44,801 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.2803 +[2025-03-24 23:52:44,835 INFO hook.py line 748 3155176] Test: [15/78] Loss 3.1811 +[2025-03-24 23:52:44,875 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2758 +[2025-03-24 23:52:44,910 INFO hook.py line 748 3155176] Test: [17/78] Loss 2.7447 +[2025-03-24 23:52:44,939 INFO hook.py line 748 3155176] Test: [18/78] Loss 3.0529 +[2025-03-24 23:52:44,980 INFO hook.py line 748 3155176] Test: [19/78] Loss 2.2869 +[2025-03-24 23:52:45,008 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1291 +[2025-03-24 23:52:45,040 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.6125 +[2025-03-24 23:52:45,076 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.9848 +[2025-03-24 23:52:45,104 INFO hook.py line 748 3155176] Test: [23/78] Loss 2.1033 +[2025-03-24 23:52:45,146 INFO hook.py line 748 3155176] Test: [24/78] Loss 2.2190 +[2025-03-24 23:52:45,185 INFO hook.py line 748 3155176] Test: [25/78] Loss 2.5090 +[2025-03-24 23:52:45,221 INFO hook.py line 748 3155176] Test: [26/78] Loss 2.3455 +[2025-03-24 23:52:45,269 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.8787 +[2025-03-24 23:52:45,298 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.1091 +[2025-03-24 23:52:45,327 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.8199 +[2025-03-24 23:52:45,379 INFO hook.py line 748 3155176] Test: [30/78] Loss 2.1178 +[2025-03-24 23:52:45,433 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.8793 +[2025-03-24 23:52:45,463 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.1851 +[2025-03-24 23:52:45,513 INFO hook.py line 748 3155176] Test: [33/78] Loss 1.0716 +[2025-03-24 23:52:45,549 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.8692 +[2025-03-24 23:52:45,582 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9761 +[2025-03-24 23:52:45,614 INFO hook.py line 748 3155176] Test: [36/78] Loss 2.6038 +[2025-03-24 23:52:45,647 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.9379 +[2025-03-24 23:52:45,678 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.6142 +[2025-03-24 23:52:45,737 INFO hook.py line 748 3155176] Test: [39/78] Loss 3.4469 +[2025-03-24 23:52:45,781 INFO hook.py line 748 3155176] Test: [40/78] Loss 3.0197 +[2025-03-24 23:52:45,820 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.4219 +[2025-03-24 23:52:45,846 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.9388 +[2025-03-24 23:52:45,883 INFO hook.py line 748 3155176] Test: [43/78] Loss 1.2970 +[2025-03-24 23:52:45,935 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.5552 +[2025-03-24 23:52:45,964 INFO hook.py line 748 3155176] Test: [45/78] Loss 2.2378 +[2025-03-24 23:52:46,007 INFO hook.py line 748 3155176] Test: [46/78] Loss 1.6903 +[2025-03-24 23:52:46,043 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.9732 +[2025-03-24 23:52:46,073 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.4573 +[2025-03-24 23:52:46,107 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4064 +[2025-03-24 23:52:46,140 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.6117 +[2025-03-24 23:52:46,170 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.1648 +[2025-03-24 23:52:46,203 INFO hook.py line 748 3155176] Test: [52/78] Loss 2.9676 +[2025-03-24 23:52:46,232 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.2447 +[2025-03-24 23:52:46,268 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.6276 +[2025-03-24 23:52:46,306 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.4848 +[2025-03-24 23:52:46,343 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.8295 +[2025-03-24 23:52:46,372 INFO hook.py line 748 3155176] Test: [57/78] Loss 3.1310 +[2025-03-24 23:52:46,395 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.9725 +[2025-03-24 23:52:46,430 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.3657 +[2025-03-24 23:52:46,459 INFO hook.py line 748 3155176] Test: [60/78] Loss 2.7267 +[2025-03-24 23:52:46,480 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.8091 +[2025-03-24 23:52:46,510 INFO hook.py line 748 3155176] Test: [62/78] Loss 2.4121 +[2025-03-24 23:52:46,542 INFO hook.py line 748 3155176] Test: [63/78] Loss 2.4413 +[2025-03-24 23:52:46,594 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.8455 +[2025-03-24 23:52:46,618 INFO hook.py line 748 3155176] Test: [65/78] Loss 4.3284 +[2025-03-24 23:52:46,653 INFO hook.py line 748 3155176] Test: [66/78] Loss 2.3524 +[2025-03-24 23:52:46,688 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.3323 +[2025-03-24 23:52:46,716 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.6689 +[2025-03-24 23:52:46,742 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.7302 +[2025-03-24 23:52:46,791 INFO hook.py line 748 3155176] Test: [70/78] Loss 2.2860 +[2025-03-24 23:52:46,830 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.8978 +[2025-03-24 23:52:46,878 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4824 +[2025-03-24 23:52:46,923 INFO hook.py line 748 3155176] Test: [73/78] Loss 2.4326 +[2025-03-24 23:52:46,959 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.3846 +[2025-03-24 23:52:47,004 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.4048 +[2025-03-24 23:52:47,028 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.4503 +[2025-03-24 23:52:47,080 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.4925 +[2025-03-24 23:52:47,104 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8853 +[2025-03-24 23:52:47,989 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:52:47,990 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:52:47,990 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] wall : 0.6291 0.6936 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] floor : 0.9282 0.9555 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] cabinet : 0.2819 0.3300 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] bed : 0.5417 0.7526 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] chair : 0.7291 0.8333 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] sofa : 0.5860 0.6445 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] table : 0.3405 0.9305 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] door : 0.3781 0.4762 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] window : 0.1917 0.8194 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] bookshelf : 0.5629 0.6997 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] picture : 0.2465 0.3785 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] counter : 0.2284 0.2421 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] desk : 0.0582 0.0889 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] curtain : 0.0482 0.0531 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] refridgerator : 0.0018 0.0018 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] shower curtain : 0.3501 0.3979 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] toilet : 0.5391 0.5725 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] sink : 0.2062 0.2129 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] bathtub : 0.6706 0.7198 +[2025-03-24 23:52:47,990 INFO hook.py line 689 3155176] otherfurniture : 0.1175 0.1343 +[2025-03-24 23:52:47,990 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:52:47,991 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.3818/0.4968/0.7108. +[2025-03-24 23:52:47,991 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:52:48,003 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.3818 +[2025-03-24 23:52:48,004 INFO misc.py line 164 3155176] Currently Best mIoU: 0.3818 +[2025-03-24 23:52:48,004 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:52:58,898 INFO misc.py line 135 3155176] Train result: loss: 0.9886 +[2025-03-24 23:52:58,990 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:53:09,040 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.5863 +[2025-03-24 23:53:09,087 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2527 +[2025-03-24 23:53:09,648 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.3867 +[2025-03-24 23:53:09,704 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6117 +[2025-03-24 23:53:09,797 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7727 +[2025-03-24 23:53:09,845 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3380 +[2025-03-24 23:53:09,913 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.7612 +[2025-03-24 23:53:09,956 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5332 +[2025-03-24 23:53:10,051 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1206 +[2025-03-24 23:53:10,082 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.8498 +[2025-03-24 23:53:10,124 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.9169 +[2025-03-24 23:53:10,218 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.6841 +[2025-03-24 23:53:10,262 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9603 +[2025-03-24 23:53:10,295 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.8362 +[2025-03-24 23:53:10,330 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4334 +[2025-03-24 23:53:10,370 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2656 +[2025-03-24 23:53:10,405 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2399 +[2025-03-24 23:53:10,436 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.7410 +[2025-03-24 23:53:10,478 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6689 +[2025-03-24 23:53:10,508 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1923 +[2025-03-24 23:53:10,541 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.6437 +[2025-03-24 23:53:10,577 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7602 +[2025-03-24 23:53:10,602 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.2576 +[2025-03-24 23:53:10,643 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.4331 +[2025-03-24 23:53:10,683 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.6195 +[2025-03-24 23:53:10,718 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.3663 +[2025-03-24 23:53:10,766 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6374 +[2025-03-24 23:53:10,796 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.2035 +[2025-03-24 23:53:10,824 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5415 +[2025-03-24 23:53:10,876 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0208 +[2025-03-24 23:53:10,930 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5614 +[2025-03-24 23:53:10,961 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.8632 +[2025-03-24 23:53:11,010 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.6133 +[2025-03-24 23:53:11,044 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9286 +[2025-03-24 23:53:11,080 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8412 +[2025-03-24 23:53:11,112 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1444 +[2025-03-24 23:53:11,146 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8998 +[2025-03-24 23:53:11,176 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.7871 +[2025-03-24 23:53:11,233 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8354 +[2025-03-24 23:53:11,274 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9196 +[2025-03-24 23:53:11,316 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3019 +[2025-03-24 23:53:11,342 INFO hook.py line 748 3155176] Test: [42/78] Loss 1.0134 +[2025-03-24 23:53:11,373 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.9909 +[2025-03-24 23:53:11,425 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8884 +[2025-03-24 23:53:11,461 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6265 +[2025-03-24 23:53:11,505 INFO hook.py line 748 3155176] Test: [46/78] Loss 1.0846 +[2025-03-24 23:53:11,540 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4996 +[2025-03-24 23:53:11,573 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.4042 +[2025-03-24 23:53:11,604 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7616 +[2025-03-24 23:53:11,636 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1023 +[2025-03-24 23:53:11,666 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.9214 +[2025-03-24 23:53:11,703 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2187 +[2025-03-24 23:53:11,730 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8698 +[2025-03-24 23:53:11,765 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.3148 +[2025-03-24 23:53:11,799 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.3016 +[2025-03-24 23:53:11,835 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5345 +[2025-03-24 23:53:11,864 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.7921 +[2025-03-24 23:53:11,886 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.2093 +[2025-03-24 23:53:11,921 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.3074 +[2025-03-24 23:53:11,949 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4612 +[2025-03-24 23:53:11,970 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.6481 +[2025-03-24 23:53:12,000 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.7902 +[2025-03-24 23:53:12,031 INFO hook.py line 748 3155176] Test: [63/78] Loss 2.0689 +[2025-03-24 23:53:12,084 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.0531 +[2025-03-24 23:53:12,107 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.2019 +[2025-03-24 23:53:12,143 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.6062 +[2025-03-24 23:53:12,178 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.2764 +[2025-03-24 23:53:12,206 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1859 +[2025-03-24 23:53:12,231 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3187 +[2025-03-24 23:53:12,281 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2206 +[2025-03-24 23:53:12,319 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.7709 +[2025-03-24 23:53:12,367 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7333 +[2025-03-24 23:53:12,412 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.2814 +[2025-03-24 23:53:12,448 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1304 +[2025-03-24 23:53:12,492 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5015 +[2025-03-24 23:53:12,517 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3005 +[2025-03-24 23:53:12,569 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8938 +[2025-03-24 23:53:12,593 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6862 +[2025-03-24 23:53:13,607 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:53:13,607 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:53:13,607 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] wall : 0.7513 0.8817 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] floor : 0.9481 0.9815 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] cabinet : 0.3766 0.5445 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] bed : 0.5277 0.7706 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] chair : 0.7323 0.9089 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] sofa : 0.4270 0.4417 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] table : 0.4153 0.5972 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] door : 0.3751 0.6303 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] window : 0.3943 0.6198 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] bookshelf : 0.4186 0.5429 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] picture : 0.2684 0.3822 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] counter : 0.2578 0.2675 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] desk : 0.3079 0.6160 +[2025-03-24 23:53:13,607 INFO hook.py line 689 3155176] curtain : 0.1197 0.1208 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] refridgerator : 0.1004 0.1231 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] shower curtain : 0.2819 0.4168 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] toilet : 0.7620 0.8491 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] sink : 0.3873 0.4201 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] bathtub : 0.6169 0.6225 +[2025-03-24 23:53:13,608 INFO hook.py line 689 3155176] otherfurniture : 0.1672 0.1915 +[2025-03-24 23:53:13,608 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:53:13,608 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.4318/0.5464/0.7820. +[2025-03-24 23:53:13,608 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:53:13,618 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.4318 +[2025-03-24 23:53:13,618 INFO misc.py line 164 3155176] Currently Best mIoU: 0.4318 +[2025-03-24 23:53:13,619 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:53:24,770 INFO misc.py line 135 3155176] Train result: loss: 0.9416 +[2025-03-24 23:53:24,859 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:53:35,131 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.3359 +[2025-03-24 23:53:35,341 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.3685 +[2025-03-24 23:53:35,381 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.0867 +[2025-03-24 23:53:35,479 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5461 +[2025-03-24 23:53:35,660 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8056 +[2025-03-24 23:53:35,713 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1714 +[2025-03-24 23:53:35,761 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.6611 +[2025-03-24 23:53:35,850 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.6978 +[2025-03-24 23:53:35,890 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.7632 +[2025-03-24 23:53:35,919 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.7290 +[2025-03-24 23:53:36,352 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8870 +[2025-03-24 23:53:36,383 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2299 +[2025-03-24 23:53:36,428 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5199 +[2025-03-24 23:53:36,461 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2452 +[2025-03-24 23:53:36,494 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4863 +[2025-03-24 23:53:36,534 INFO hook.py line 748 3155176] Test: [16/78] Loss 1.2391 +[2025-03-24 23:53:36,569 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.7171 +[2025-03-24 23:53:36,599 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.1321 +[2025-03-24 23:53:36,650 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0860 +[2025-03-24 23:53:36,679 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2420 +[2025-03-24 23:53:36,711 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.7778 +[2025-03-24 23:53:36,748 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6581 +[2025-03-24 23:53:36,772 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.3361 +[2025-03-24 23:53:36,815 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1772 +[2025-03-24 23:53:36,855 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1323 +[2025-03-24 23:53:36,893 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1924 +[2025-03-24 23:53:36,940 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4185 +[2025-03-24 23:53:36,969 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7509 +[2025-03-24 23:53:36,999 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.7618 +[2025-03-24 23:53:37,051 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0034 +[2025-03-24 23:53:37,111 INFO hook.py line 748 3155176] Test: [31/78] Loss 1.4287 +[2025-03-24 23:53:37,142 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.0531 +[2025-03-24 23:53:37,190 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5485 +[2025-03-24 23:53:37,226 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0950 +[2025-03-24 23:53:37,261 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.2150 +[2025-03-24 23:53:37,294 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.2872 +[2025-03-24 23:53:37,326 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8634 +[2025-03-24 23:53:37,357 INFO hook.py line 748 3155176] Test: [38/78] Loss 1.0326 +[2025-03-24 23:53:37,414 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0835 +[2025-03-24 23:53:37,456 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1974 +[2025-03-24 23:53:37,495 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.7743 +[2025-03-24 23:53:37,522 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.4580 +[2025-03-24 23:53:37,552 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.4152 +[2025-03-24 23:53:37,604 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.1398 +[2025-03-24 23:53:37,636 INFO hook.py line 748 3155176] Test: [45/78] Loss 1.2190 +[2025-03-24 23:53:37,676 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.9372 +[2025-03-24 23:53:37,722 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.6858 +[2025-03-24 23:53:37,754 INFO hook.py line 748 3155176] Test: [48/78] Loss 1.0540 +[2025-03-24 23:53:37,797 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3277 +[2025-03-24 23:53:37,835 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.4218 +[2025-03-24 23:53:37,864 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.0813 +[2025-03-24 23:53:37,899 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.4618 +[2025-03-24 23:53:37,933 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.0124 +[2025-03-24 23:53:37,968 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.2090 +[2025-03-24 23:53:38,006 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.3270 +[2025-03-24 23:53:38,042 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.6049 +[2025-03-24 23:53:38,070 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.1619 +[2025-03-24 23:53:38,092 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.4693 +[2025-03-24 23:53:38,127 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.2274 +[2025-03-24 23:53:38,156 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3647 +[2025-03-24 23:53:38,176 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9047 +[2025-03-24 23:53:38,206 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.2299 +[2025-03-24 23:53:38,238 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3062 +[2025-03-24 23:53:38,290 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.2242 +[2025-03-24 23:53:38,314 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.4047 +[2025-03-24 23:53:38,349 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0346 +[2025-03-24 23:53:38,384 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.2361 +[2025-03-24 23:53:38,412 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9763 +[2025-03-24 23:53:38,438 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4698 +[2025-03-24 23:53:38,487 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.1513 +[2025-03-24 23:53:38,526 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.5694 +[2025-03-24 23:53:38,573 INFO hook.py line 748 3155176] Test: [72/78] Loss 1.0210 +[2025-03-24 23:53:38,619 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.3572 +[2025-03-24 23:53:38,655 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.2159 +[2025-03-24 23:53:38,699 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.8955 +[2025-03-24 23:53:38,724 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3575 +[2025-03-24 23:53:38,776 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.2649 +[2025-03-24 23:53:38,799 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9604 +[2025-03-24 23:53:39,839 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:53:39,839 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:53:39,839 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:53:39,839 INFO hook.py line 689 3155176] wall : 0.7185 0.8088 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] floor : 0.9449 0.9744 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] cabinet : 0.3631 0.5364 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] bed : 0.5623 0.7017 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] chair : 0.6464 0.6716 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] sofa : 0.6304 0.7765 +[2025-03-24 23:53:39,840 INFO hook.py line 689 3155176] table : 0.4136 0.6243 +[2025-03-24 23:53:39,841 INFO hook.py line 689 3155176] door : 0.4188 0.6964 +[2025-03-24 23:53:39,841 INFO hook.py line 689 3155176] window : 0.3459 0.4460 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] bookshelf : 0.4419 0.8332 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] picture : 0.2149 0.5039 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] counter : 0.4620 0.6987 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] desk : 0.3125 0.7136 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] curtain : 0.2908 0.3096 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] refridgerator : 0.2246 0.3719 +[2025-03-24 23:53:39,842 INFO hook.py line 689 3155176] shower curtain : 0.4730 0.6256 +[2025-03-24 23:53:39,843 INFO hook.py line 689 3155176] toilet : 0.6035 0.9098 +[2025-03-24 23:53:39,843 INFO hook.py line 689 3155176] sink : 0.3362 0.5692 +[2025-03-24 23:53:39,843 INFO hook.py line 689 3155176] bathtub : 0.7038 0.8089 +[2025-03-24 23:53:39,843 INFO hook.py line 689 3155176] otherfurniture : 0.2488 0.3676 +[2025-03-24 23:53:39,843 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:53:39,843 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.4678/0.6474/0.7701. +[2025-03-24 23:53:39,844 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:53:39,860 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.4678 +[2025-03-24 23:53:39,861 INFO misc.py line 164 3155176] Currently Best mIoU: 0.4678 +[2025-03-24 23:53:39,861 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:53:50,080 INFO misc.py line 135 3155176] Train result: loss: 0.8866 +[2025-03-24 23:53:50,194 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:54:00,484 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.3041 +[2025-03-24 23:54:00,522 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0160 +[2025-03-24 23:54:00,560 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.9359 +[2025-03-24 23:54:00,876 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6241 +[2025-03-24 23:54:00,911 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5361 +[2025-03-24 23:54:00,968 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1562 +[2025-03-24 23:54:01,119 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.0614 +[2025-03-24 23:54:01,264 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4115 +[2025-03-24 23:54:01,315 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1981 +[2025-03-24 23:54:01,349 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3061 +[2025-03-24 23:54:01,484 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6732 +[2025-03-24 23:54:01,512 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8215 +[2025-03-24 23:54:01,556 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5445 +[2025-03-24 23:54:01,591 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.6856 +[2025-03-24 23:54:01,625 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9891 +[2025-03-24 23:54:01,665 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1871 +[2025-03-24 23:54:01,700 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4164 +[2025-03-24 23:54:01,731 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.7467 +[2025-03-24 23:54:01,773 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2501 +[2025-03-24 23:54:01,803 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0182 +[2025-03-24 23:54:01,835 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4909 +[2025-03-24 23:54:01,871 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5459 +[2025-03-24 23:54:01,897 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.4021 +[2025-03-24 23:54:01,938 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.5983 +[2025-03-24 23:54:01,976 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2167 +[2025-03-24 23:54:02,013 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.2662 +[2025-03-24 23:54:02,060 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.2457 +[2025-03-24 23:54:02,089 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.1280 +[2025-03-24 23:54:02,117 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4328 +[2025-03-24 23:54:02,169 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.1512 +[2025-03-24 23:54:02,225 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5134 +[2025-03-24 23:54:02,257 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.7107 +[2025-03-24 23:54:02,305 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4903 +[2025-03-24 23:54:02,345 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9867 +[2025-03-24 23:54:02,377 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6516 +[2025-03-24 23:54:02,410 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.4137 +[2025-03-24 23:54:02,445 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8062 +[2025-03-24 23:54:02,475 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4393 +[2025-03-24 23:54:02,534 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7158 +[2025-03-24 23:54:02,576 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.4918 +[2025-03-24 23:54:02,615 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2679 +[2025-03-24 23:54:02,640 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2932 +[2025-03-24 23:54:02,671 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.3454 +[2025-03-24 23:54:02,724 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6700 +[2025-03-24 23:54:02,755 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8384 +[2025-03-24 23:54:02,799 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7995 +[2025-03-24 23:54:02,834 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.7181 +[2025-03-24 23:54:02,867 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.8578 +[2025-03-24 23:54:02,899 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6128 +[2025-03-24 23:54:02,932 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2241 +[2025-03-24 23:54:02,968 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.0147 +[2025-03-24 23:54:03,009 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2706 +[2025-03-24 23:54:03,035 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6022 +[2025-03-24 23:54:03,072 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9051 +[2025-03-24 23:54:03,106 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1875 +[2025-03-24 23:54:03,141 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5346 +[2025-03-24 23:54:03,169 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.7769 +[2025-03-24 23:54:03,192 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.4867 +[2025-03-24 23:54:03,227 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.3501 +[2025-03-24 23:54:03,256 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3696 +[2025-03-24 23:54:03,276 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0334 +[2025-03-24 23:54:03,306 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.2522 +[2025-03-24 23:54:03,338 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6861 +[2025-03-24 23:54:03,390 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8482 +[2025-03-24 23:54:03,414 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6838 +[2025-03-24 23:54:03,450 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.4347 +[2025-03-24 23:54:03,484 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0102 +[2025-03-24 23:54:03,512 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.2568 +[2025-03-24 23:54:03,538 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.5154 +[2025-03-24 23:54:03,588 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6651 +[2025-03-24 23:54:03,626 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2860 +[2025-03-24 23:54:03,673 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4950 +[2025-03-24 23:54:03,718 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9575 +[2025-03-24 23:54:03,755 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7626 +[2025-03-24 23:54:03,799 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.3343 +[2025-03-24 23:54:03,823 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.1737 +[2025-03-24 23:54:03,875 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7682 +[2025-03-24 23:54:03,898 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8118 +[2025-03-24 23:54:04,931 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:54:04,931 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:54:04,931 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:54:04,931 INFO hook.py line 689 3155176] wall : 0.7523 0.8599 +[2025-03-24 23:54:04,931 INFO hook.py line 689 3155176] floor : 0.9527 0.9834 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] cabinet : 0.4242 0.4835 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] bed : 0.6148 0.7971 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] chair : 0.8068 0.9044 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] sofa : 0.6738 0.7393 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] table : 0.4858 0.8833 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] door : 0.4680 0.7017 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] window : 0.3894 0.6405 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] bookshelf : 0.5255 0.5659 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] picture : 0.2753 0.4933 +[2025-03-24 23:54:04,932 INFO hook.py line 689 3155176] counter : 0.5113 0.6259 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] desk : 0.1008 0.1064 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] curtain : 0.4996 0.6938 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] refridgerator : 0.2630 0.3365 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] shower curtain : 0.4975 0.5697 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] toilet : 0.8211 0.9533 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] sink : 0.3783 0.4119 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] bathtub : 0.7949 0.8253 +[2025-03-24 23:54:04,933 INFO hook.py line 689 3155176] otherfurniture : 0.2806 0.3874 +[2025-03-24 23:54:04,933 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:54:04,933 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5258/0.6481/0.8111. +[2025-03-24 23:54:04,934 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:54:04,951 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.5258 +[2025-03-24 23:54:04,951 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5258 +[2025-03-24 23:54:04,952 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:54:15,431 INFO misc.py line 135 3155176] Train result: loss: 0.8440 +[2025-03-24 23:54:15,531 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:54:25,593 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.4745 +[2025-03-24 23:54:26,064 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.4513 +[2025-03-24 23:54:26,112 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7333 +[2025-03-24 23:54:26,163 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6743 +[2025-03-24 23:54:26,274 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6996 +[2025-03-24 23:54:27,070 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2759 +[2025-03-24 23:54:27,134 INFO hook.py line 748 3155176] Test: [7/78] Loss 1.0988 +[2025-03-24 23:54:27,157 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5382 +[2025-03-24 23:54:27,201 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4416 +[2025-03-24 23:54:27,230 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.6893 +[2025-03-24 23:54:27,275 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8129 +[2025-03-24 23:54:27,304 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1312 +[2025-03-24 23:54:27,350 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5356 +[2025-03-24 23:54:27,384 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.5272 +[2025-03-24 23:54:27,417 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9307 +[2025-03-24 23:54:27,458 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1388 +[2025-03-24 23:54:27,500 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2106 +[2025-03-24 23:54:27,539 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.9552 +[2025-03-24 23:54:27,577 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2182 +[2025-03-24 23:54:27,606 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0561 +[2025-03-24 23:54:27,638 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.5617 +[2025-03-24 23:54:27,674 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8165 +[2025-03-24 23:54:27,702 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.5092 +[2025-03-24 23:54:27,743 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1891 +[2025-03-24 23:54:27,783 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4877 +[2025-03-24 23:54:27,819 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1663 +[2025-03-24 23:54:27,866 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6072 +[2025-03-24 23:54:27,896 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.1379 +[2025-03-24 23:54:27,932 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5109 +[2025-03-24 23:54:27,985 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8281 +[2025-03-24 23:54:28,040 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6244 +[2025-03-24 23:54:28,071 INFO hook.py line 748 3155176] Test: [32/78] Loss 2.1372 +[2025-03-24 23:54:28,120 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4996 +[2025-03-24 23:54:28,156 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0093 +[2025-03-24 23:54:28,191 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.0219 +[2025-03-24 23:54:28,224 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.4213 +[2025-03-24 23:54:28,258 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8286 +[2025-03-24 23:54:28,286 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5951 +[2025-03-24 23:54:28,345 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9750 +[2025-03-24 23:54:28,385 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.6410 +[2025-03-24 23:54:28,428 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0992 +[2025-03-24 23:54:28,453 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.5365 +[2025-03-24 23:54:28,483 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.4992 +[2025-03-24 23:54:28,533 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.1245 +[2025-03-24 23:54:28,562 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7272 +[2025-03-24 23:54:28,602 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.8596 +[2025-03-24 23:54:28,640 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0932 +[2025-03-24 23:54:28,672 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.8176 +[2025-03-24 23:54:28,703 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2828 +[2025-03-24 23:54:28,736 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.5399 +[2025-03-24 23:54:28,768 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9106 +[2025-03-24 23:54:28,805 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1227 +[2025-03-24 23:54:28,840 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.1284 +[2025-03-24 23:54:28,876 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9108 +[2025-03-24 23:54:28,912 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1052 +[2025-03-24 23:54:28,948 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.6959 +[2025-03-24 23:54:28,977 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.7237 +[2025-03-24 23:54:28,999 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.9346 +[2025-03-24 23:54:29,034 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.2468 +[2025-03-24 23:54:29,062 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3337 +[2025-03-24 23:54:29,083 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.2421 +[2025-03-24 23:54:29,113 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.4267 +[2025-03-24 23:54:29,145 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8789 +[2025-03-24 23:54:29,197 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9856 +[2025-03-24 23:54:29,221 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7966 +[2025-03-24 23:54:29,257 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0683 +[2025-03-24 23:54:29,291 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.3596 +[2025-03-24 23:54:29,319 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9412 +[2025-03-24 23:54:29,345 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4493 +[2025-03-24 23:54:29,395 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2801 +[2025-03-24 23:54:29,433 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.0951 +[2025-03-24 23:54:29,481 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5994 +[2025-03-24 23:54:29,526 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.1248 +[2025-03-24 23:54:29,562 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9939 +[2025-03-24 23:54:29,606 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.4983 +[2025-03-24 23:54:29,631 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8563 +[2025-03-24 23:54:29,683 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9567 +[2025-03-24 23:54:29,706 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8646 +[2025-03-24 23:54:30,745 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:54:30,746 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:54:30,746 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:54:30,746 INFO hook.py line 689 3155176] wall : 0.7147 0.8345 +[2025-03-24 23:54:30,746 INFO hook.py line 689 3155176] floor : 0.9508 0.9826 +[2025-03-24 23:54:30,746 INFO hook.py line 689 3155176] cabinet : 0.4132 0.6068 +[2025-03-24 23:54:30,746 INFO hook.py line 689 3155176] bed : 0.5845 0.7463 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] chair : 0.8116 0.8998 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] sofa : 0.6009 0.6632 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] table : 0.5034 0.7546 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] door : 0.4698 0.6565 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] window : 0.3622 0.7789 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] bookshelf : 0.4585 0.4942 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] picture : 0.2347 0.5136 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] counter : 0.4554 0.6596 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] desk : 0.3591 0.4956 +[2025-03-24 23:54:30,747 INFO hook.py line 689 3155176] curtain : 0.2444 0.2497 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] refridgerator : 0.2240 0.2313 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] shower curtain : 0.4637 0.5389 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] toilet : 0.7095 0.7718 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] sink : 0.4819 0.6730 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] bathtub : 0.7683 0.8926 +[2025-03-24 23:54:30,748 INFO hook.py line 689 3155176] otherfurniture : 0.2225 0.2800 +[2025-03-24 23:54:30,748 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:54:30,748 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5017/0.6362/0.7950. +[2025-03-24 23:54:30,749 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:54:30,764 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5258 +[2025-03-24 23:54:30,764 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:54:41,281 INFO misc.py line 135 3155176] Train result: loss: 0.7709 +[2025-03-24 23:54:41,390 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:54:51,774 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.3879 +[2025-03-24 23:54:51,886 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.4147 +[2025-03-24 23:54:51,937 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.0301 +[2025-03-24 23:54:52,051 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.4286 +[2025-03-24 23:54:52,855 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4488 +[2025-03-24 23:54:52,901 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3712 +[2025-03-24 23:54:52,948 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.6300 +[2025-03-24 23:54:52,977 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3731 +[2025-03-24 23:54:53,016 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2734 +[2025-03-24 23:54:53,048 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.0756 +[2025-03-24 23:54:53,090 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5391 +[2025-03-24 23:54:53,119 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0069 +[2025-03-24 23:54:53,163 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0891 +[2025-03-24 23:54:53,198 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6588 +[2025-03-24 23:54:53,232 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.6371 +[2025-03-24 23:54:53,272 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.4095 +[2025-03-24 23:54:53,307 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2779 +[2025-03-24 23:54:53,341 INFO hook.py line 748 3155176] Test: [18/78] Loss 2.1206 +[2025-03-24 23:54:53,382 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2039 +[2025-03-24 23:54:53,412 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.7154 +[2025-03-24 23:54:53,444 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4327 +[2025-03-24 23:54:53,480 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5768 +[2025-03-24 23:54:53,516 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.4734 +[2025-03-24 23:54:53,561 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1728 +[2025-03-24 23:54:53,599 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0787 +[2025-03-24 23:54:53,634 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9366 +[2025-03-24 23:54:53,682 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6871 +[2025-03-24 23:54:53,711 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8196 +[2025-03-24 23:54:53,735 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5298 +[2025-03-24 23:54:53,789 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0941 +[2025-03-24 23:54:53,842 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7632 +[2025-03-24 23:54:53,873 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.5560 +[2025-03-24 23:54:53,922 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5938 +[2025-03-24 23:54:53,956 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1655 +[2025-03-24 23:54:53,992 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7463 +[2025-03-24 23:54:54,027 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.4401 +[2025-03-24 23:54:54,063 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.0235 +[2025-03-24 23:54:54,091 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3966 +[2025-03-24 23:54:54,149 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.3176 +[2025-03-24 23:54:54,195 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8239 +[2025-03-24 23:54:54,234 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1017 +[2025-03-24 23:54:54,260 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3079 +[2025-03-24 23:54:54,292 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2887 +[2025-03-24 23:54:54,343 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8170 +[2025-03-24 23:54:54,373 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7867 +[2025-03-24 23:54:54,416 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6390 +[2025-03-24 23:54:54,461 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2335 +[2025-03-24 23:54:54,492 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6939 +[2025-03-24 23:54:54,522 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5064 +[2025-03-24 23:54:54,563 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9573 +[2025-03-24 23:54:54,593 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.7391 +[2025-03-24 23:54:54,627 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.4846 +[2025-03-24 23:54:54,656 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7684 +[2025-03-24 23:54:54,692 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.2420 +[2025-03-24 23:54:54,728 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.3762 +[2025-03-24 23:54:54,764 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5293 +[2025-03-24 23:54:54,792 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.1593 +[2025-03-24 23:54:54,814 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.0107 +[2025-03-24 23:54:54,849 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1593 +[2025-03-24 23:54:54,878 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4440 +[2025-03-24 23:54:54,898 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0572 +[2025-03-24 23:54:54,928 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.3443 +[2025-03-24 23:54:54,961 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3680 +[2025-03-24 23:54:55,013 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7670 +[2025-03-24 23:54:55,037 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.2202 +[2025-03-24 23:54:55,073 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.3117 +[2025-03-24 23:54:55,107 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.2078 +[2025-03-24 23:54:55,135 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1529 +[2025-03-24 23:54:55,161 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3129 +[2025-03-24 23:54:55,211 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4094 +[2025-03-24 23:54:55,250 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.8380 +[2025-03-24 23:54:55,297 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4872 +[2025-03-24 23:54:55,342 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9948 +[2025-03-24 23:54:55,378 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.5461 +[2025-03-24 23:54:55,422 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5478 +[2025-03-24 23:54:55,447 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3065 +[2025-03-24 23:54:55,499 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4415 +[2025-03-24 23:54:55,522 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6247 +[2025-03-24 23:54:56,563 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:54:56,564 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:54:56,564 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:54:56,564 INFO hook.py line 689 3155176] wall : 0.7677 0.9305 +[2025-03-24 23:54:56,564 INFO hook.py line 689 3155176] floor : 0.9527 0.9818 +[2025-03-24 23:54:56,565 INFO hook.py line 689 3155176] cabinet : 0.4166 0.6197 +[2025-03-24 23:54:56,565 INFO hook.py line 689 3155176] bed : 0.5898 0.6320 +[2025-03-24 23:54:56,565 INFO hook.py line 689 3155176] chair : 0.8084 0.8632 +[2025-03-24 23:54:56,565 INFO hook.py line 689 3155176] sofa : 0.6030 0.6415 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] table : 0.4944 0.6839 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] door : 0.4690 0.6360 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] window : 0.4104 0.5812 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] bookshelf : 0.5883 0.6972 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] picture : 0.2614 0.3131 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] counter : 0.4645 0.6995 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] desk : 0.3173 0.6031 +[2025-03-24 23:54:56,566 INFO hook.py line 689 3155176] curtain : 0.1538 0.1542 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] refridgerator : 0.2758 0.3009 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] shower curtain : 0.4801 0.5651 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] toilet : 0.7890 0.8147 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] sink : 0.4105 0.6151 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] bathtub : 0.7851 0.8014 +[2025-03-24 23:54:56,567 INFO hook.py line 689 3155176] otherfurniture : 0.2446 0.3109 +[2025-03-24 23:54:56,567 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:54:56,568 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5141/0.6222/0.8143. +[2025-03-24 23:54:56,569 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:54:56,575 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5258 +[2025-03-24 23:54:56,576 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:55:07,517 INFO misc.py line 135 3155176] Train result: loss: 0.6381 +[2025-03-24 23:55:07,574 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:55:17,893 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2773 +[2025-03-24 23:55:17,940 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.3685 +[2025-03-24 23:55:18,247 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6657 +[2025-03-24 23:55:18,295 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5078 +[2025-03-24 23:55:18,866 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4990 +[2025-03-24 23:55:18,913 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0285 +[2025-03-24 23:55:18,961 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.6828 +[2025-03-24 23:55:18,990 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3299 +[2025-03-24 23:55:19,032 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.0729 +[2025-03-24 23:55:19,061 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3144 +[2025-03-24 23:55:19,103 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6221 +[2025-03-24 23:55:19,142 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7693 +[2025-03-24 23:55:19,186 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.0136 +[2025-03-24 23:55:19,220 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0317 +[2025-03-24 23:55:19,254 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5437 +[2025-03-24 23:55:19,294 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2248 +[2025-03-24 23:55:19,338 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2124 +[2025-03-24 23:55:19,373 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.9405 +[2025-03-24 23:55:19,412 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.5154 +[2025-03-24 23:55:19,445 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2721 +[2025-03-24 23:55:19,484 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3857 +[2025-03-24 23:55:19,526 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5848 +[2025-03-24 23:55:19,551 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1368 +[2025-03-24 23:55:19,604 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0605 +[2025-03-24 23:55:19,642 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1287 +[2025-03-24 23:55:19,678 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.2356 +[2025-03-24 23:55:19,725 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4460 +[2025-03-24 23:55:19,755 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5674 +[2025-03-24 23:55:19,786 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3333 +[2025-03-24 23:55:19,845 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.2039 +[2025-03-24 23:55:19,898 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7659 +[2025-03-24 23:55:19,932 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7578 +[2025-03-24 23:55:19,981 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.8252 +[2025-03-24 23:55:20,016 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9851 +[2025-03-24 23:55:20,051 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9513 +[2025-03-24 23:55:20,090 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.2073 +[2025-03-24 23:55:20,128 INFO hook.py line 748 3155176] Test: [37/78] Loss 1.0947 +[2025-03-24 23:55:20,158 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4347 +[2025-03-24 23:55:20,216 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7353 +[2025-03-24 23:55:20,260 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.7009 +[2025-03-24 23:55:20,302 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.8959 +[2025-03-24 23:55:20,329 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2672 +[2025-03-24 23:55:20,369 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.3066 +[2025-03-24 23:55:20,419 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6101 +[2025-03-24 23:55:20,450 INFO hook.py line 748 3155176] Test: [45/78] Loss 1.1821 +[2025-03-24 23:55:20,494 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7670 +[2025-03-24 23:55:20,532 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.6795 +[2025-03-24 23:55:20,573 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9379 +[2025-03-24 23:55:20,603 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6453 +[2025-03-24 23:55:20,639 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0159 +[2025-03-24 23:55:20,672 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8492 +[2025-03-24 23:55:20,709 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.9382 +[2025-03-24 23:55:20,738 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.0547 +[2025-03-24 23:55:20,772 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.5916 +[2025-03-24 23:55:20,807 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0863 +[2025-03-24 23:55:20,844 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.6112 +[2025-03-24 23:55:20,872 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.0735 +[2025-03-24 23:55:20,894 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8677 +[2025-03-24 23:55:20,929 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1364 +[2025-03-24 23:55:20,958 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3626 +[2025-03-24 23:55:20,979 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.6045 +[2025-03-24 23:55:21,009 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.4308 +[2025-03-24 23:55:21,041 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8830 +[2025-03-24 23:55:21,094 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9935 +[2025-03-24 23:55:21,117 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.0247 +[2025-03-24 23:55:21,153 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0487 +[2025-03-24 23:55:21,188 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9011 +[2025-03-24 23:55:21,217 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0612 +[2025-03-24 23:55:21,242 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3362 +[2025-03-24 23:55:21,292 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2768 +[2025-03-24 23:55:21,330 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2965 +[2025-03-24 23:55:21,378 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4631 +[2025-03-24 23:55:21,423 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9373 +[2025-03-24 23:55:21,459 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.9569 +[2025-03-24 23:55:21,504 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5376 +[2025-03-24 23:55:21,528 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0468 +[2025-03-24 23:55:21,581 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7098 +[2025-03-24 23:55:21,604 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6358 +[2025-03-24 23:55:22,577 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:55:22,577 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:55:22,577 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] wall : 0.7817 0.9130 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] floor : 0.9507 0.9848 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] cabinet : 0.4298 0.5766 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] bed : 0.5025 0.5272 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] chair : 0.8086 0.8542 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] sofa : 0.6296 0.7074 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] table : 0.4888 0.8222 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] door : 0.5098 0.6605 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] window : 0.4042 0.5088 +[2025-03-24 23:55:22,577 INFO hook.py line 689 3155176] bookshelf : 0.5346 0.9071 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] picture : 0.2878 0.3726 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] counter : 0.5359 0.6336 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] desk : 0.3386 0.5831 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] curtain : 0.5340 0.6087 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] refridgerator : 0.2647 0.2779 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] shower curtain : 0.5277 0.6003 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] toilet : 0.5835 0.5936 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] sink : 0.3835 0.4049 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] bathtub : 0.7445 0.7590 +[2025-03-24 23:55:22,578 INFO hook.py line 689 3155176] otherfurniture : 0.2060 0.2470 +[2025-03-24 23:55:22,578 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:55:22,578 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5223/0.6271/0.8197. +[2025-03-24 23:55:22,578 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:55:22,590 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5258 +[2025-03-24 23:55:22,591 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:55:32,711 INFO misc.py line 135 3155176] Train result: loss: 0.7138 +[2025-03-24 23:55:32,819 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:55:43,809 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.4738 +[2025-03-24 23:55:43,850 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2485 +[2025-03-24 23:55:43,886 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6469 +[2025-03-24 23:55:43,935 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.4350 +[2025-03-24 23:55:43,965 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7811 +[2025-03-24 23:55:44,191 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2669 +[2025-03-24 23:55:44,241 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.8869 +[2025-03-24 23:55:44,339 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3674 +[2025-03-24 23:55:44,377 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1254 +[2025-03-24 23:55:44,406 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3245 +[2025-03-24 23:55:44,452 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8862 +[2025-03-24 23:55:44,481 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8911 +[2025-03-24 23:55:44,526 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5001 +[2025-03-24 23:55:44,560 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.1212 +[2025-03-24 23:55:44,594 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1203 +[2025-03-24 23:55:44,634 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3670 +[2025-03-24 23:55:44,671 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2797 +[2025-03-24 23:55:44,702 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.6795 +[2025-03-24 23:55:44,745 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3474 +[2025-03-24 23:55:44,775 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1368 +[2025-03-24 23:55:44,807 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4216 +[2025-03-24 23:55:44,843 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5588 +[2025-03-24 23:55:44,871 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.2586 +[2025-03-24 23:55:44,912 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0507 +[2025-03-24 23:55:44,951 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2501 +[2025-03-24 23:55:44,986 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.3507 +[2025-03-24 23:55:45,034 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7043 +[2025-03-24 23:55:45,064 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8368 +[2025-03-24 23:55:45,088 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4113 +[2025-03-24 23:55:45,141 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7557 +[2025-03-24 23:55:45,194 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7358 +[2025-03-24 23:55:45,225 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.6197 +[2025-03-24 23:55:45,273 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5714 +[2025-03-24 23:55:45,313 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9560 +[2025-03-24 23:55:45,346 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9735 +[2025-03-24 23:55:45,378 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0282 +[2025-03-24 23:55:45,414 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6630 +[2025-03-24 23:55:45,445 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.7497 +[2025-03-24 23:55:45,502 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.7758 +[2025-03-24 23:55:45,547 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.4638 +[2025-03-24 23:55:45,589 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2547 +[2025-03-24 23:55:45,614 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.4587 +[2025-03-24 23:55:45,646 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.5205 +[2025-03-24 23:55:45,696 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8737 +[2025-03-24 23:55:45,727 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8049 +[2025-03-24 23:55:45,768 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.5968 +[2025-03-24 23:55:45,807 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.7178 +[2025-03-24 23:55:45,839 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9843 +[2025-03-24 23:55:45,878 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4893 +[2025-03-24 23:55:45,911 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7886 +[2025-03-24 23:55:45,940 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.1309 +[2025-03-24 23:55:45,976 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.4338 +[2025-03-24 23:55:46,002 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.1453 +[2025-03-24 23:55:46,036 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.5751 +[2025-03-24 23:55:46,070 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1188 +[2025-03-24 23:55:46,107 INFO hook.py line 748 3155176] Test: [56/78] Loss 1.0136 +[2025-03-24 23:55:46,135 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6932 +[2025-03-24 23:55:46,157 INFO hook.py line 748 3155176] Test: [58/78] Loss 1.0665 +[2025-03-24 23:55:46,192 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.2448 +[2025-03-24 23:55:46,221 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4878 +[2025-03-24 23:55:46,241 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.3371 +[2025-03-24 23:55:46,271 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.9318 +[2025-03-24 23:55:46,302 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3632 +[2025-03-24 23:55:46,354 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.0805 +[2025-03-24 23:55:46,378 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.8507 +[2025-03-24 23:55:46,414 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8814 +[2025-03-24 23:55:46,449 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.3242 +[2025-03-24 23:55:46,477 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7373 +[2025-03-24 23:55:46,503 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4909 +[2025-03-24 23:55:46,553 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6126 +[2025-03-24 23:55:46,592 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.6536 +[2025-03-24 23:55:46,639 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5586 +[2025-03-24 23:55:46,684 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6999 +[2025-03-24 23:55:46,721 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1839 +[2025-03-24 23:55:46,765 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5001 +[2025-03-24 23:55:46,789 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0057 +[2025-03-24 23:55:46,842 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.1804 +[2025-03-24 23:55:46,865 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7241 +[2025-03-24 23:55:47,727 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:55:47,728 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:55:47,728 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] wall : 0.7147 0.8065 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] floor : 0.9511 0.9831 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] cabinet : 0.4229 0.6227 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] bed : 0.6442 0.7853 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] chair : 0.8178 0.8615 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] sofa : 0.7034 0.8255 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] table : 0.5240 0.7248 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] door : 0.4736 0.6957 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] window : 0.3042 0.8335 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] bookshelf : 0.4747 0.5145 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] picture : 0.2538 0.3864 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] counter : 0.5084 0.5753 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] desk : 0.4297 0.7545 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] curtain : 0.2607 0.2732 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] refridgerator : 0.3152 0.4009 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] shower curtain : 0.4592 0.5305 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] toilet : 0.8740 0.9281 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] sink : 0.5480 0.6777 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] bathtub : 0.7765 0.7823 +[2025-03-24 23:55:47,728 INFO hook.py line 689 3155176] otherfurniture : 0.2411 0.2753 +[2025-03-24 23:55:47,728 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:55:47,728 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5349/0.6619/0.7965. +[2025-03-24 23:55:47,729 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:55:47,737 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.5349 +[2025-03-24 23:55:47,737 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5349 +[2025-03-24 23:55:47,737 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:55:58,400 INFO misc.py line 135 3155176] Train result: loss: 0.6622 +[2025-03-24 23:55:58,493 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:56:09,079 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1744 +[2025-03-24 23:56:09,117 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1783 +[2025-03-24 23:56:09,154 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5763 +[2025-03-24 23:56:09,199 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8332 +[2025-03-24 23:56:09,487 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6123 +[2025-03-24 23:56:09,724 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7368 +[2025-03-24 23:56:09,771 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4885 +[2025-03-24 23:56:09,800 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5390 +[2025-03-24 23:56:09,838 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1355 +[2025-03-24 23:56:09,871 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3633 +[2025-03-24 23:56:09,913 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6621 +[2025-03-24 23:56:09,942 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0549 +[2025-03-24 23:56:09,987 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5833 +[2025-03-24 23:56:10,020 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.2160 +[2025-03-24 23:56:10,054 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.3518 +[2025-03-24 23:56:10,094 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3412 +[2025-03-24 23:56:10,129 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1333 +[2025-03-24 23:56:10,172 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7266 +[2025-03-24 23:56:10,214 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0574 +[2025-03-24 23:56:10,244 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.8578 +[2025-03-24 23:56:10,276 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4499 +[2025-03-24 23:56:10,313 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7727 +[2025-03-24 23:56:10,339 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1010 +[2025-03-24 23:56:10,380 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6106 +[2025-03-24 23:56:10,421 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3692 +[2025-03-24 23:56:10,457 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7615 +[2025-03-24 23:56:10,505 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8554 +[2025-03-24 23:56:10,537 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4383 +[2025-03-24 23:56:10,565 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4863 +[2025-03-24 23:56:10,615 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8638 +[2025-03-24 23:56:10,668 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.3982 +[2025-03-24 23:56:10,700 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7470 +[2025-03-24 23:56:10,750 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5358 +[2025-03-24 23:56:10,784 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0737 +[2025-03-24 23:56:10,820 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7043 +[2025-03-24 23:56:10,853 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.3712 +[2025-03-24 23:56:10,886 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.9702 +[2025-03-24 23:56:10,915 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.7671 +[2025-03-24 23:56:10,973 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8498 +[2025-03-24 23:56:11,016 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0062 +[2025-03-24 23:56:11,056 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0050 +[2025-03-24 23:56:11,082 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3484 +[2025-03-24 23:56:11,120 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1889 +[2025-03-24 23:56:11,175 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6637 +[2025-03-24 23:56:11,205 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7877 +[2025-03-24 23:56:11,247 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.8333 +[2025-03-24 23:56:11,286 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8805 +[2025-03-24 23:56:11,318 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5846 +[2025-03-24 23:56:11,349 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4652 +[2025-03-24 23:56:11,380 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2059 +[2025-03-24 23:56:11,408 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.2719 +[2025-03-24 23:56:11,442 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2821 +[2025-03-24 23:56:11,469 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7275 +[2025-03-24 23:56:11,506 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.1220 +[2025-03-24 23:56:11,542 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0879 +[2025-03-24 23:56:11,578 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5130 +[2025-03-24 23:56:11,607 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8509 +[2025-03-24 23:56:11,629 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8510 +[2025-03-24 23:56:11,663 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9497 +[2025-03-24 23:56:11,692 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.0904 +[2025-03-24 23:56:11,713 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7189 +[2025-03-24 23:56:11,742 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9875 +[2025-03-24 23:56:11,774 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2264 +[2025-03-24 23:56:11,827 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9925 +[2025-03-24 23:56:11,851 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4967 +[2025-03-24 23:56:11,887 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8208 +[2025-03-24 23:56:11,921 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8766 +[2025-03-24 23:56:11,950 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1908 +[2025-03-24 23:56:11,976 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3659 +[2025-03-24 23:56:12,026 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2836 +[2025-03-24 23:56:12,064 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9790 +[2025-03-24 23:56:12,112 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7154 +[2025-03-24 23:56:12,157 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7612 +[2025-03-24 23:56:12,194 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.2278 +[2025-03-24 23:56:12,238 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.4721 +[2025-03-24 23:56:12,262 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9635 +[2025-03-24 23:56:12,314 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5611 +[2025-03-24 23:56:12,338 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.0738 +[2025-03-24 23:56:13,316 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:56:13,317 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:56:13,317 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] wall : 0.7729 0.8996 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] floor : 0.9551 0.9805 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] cabinet : 0.4537 0.5701 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] bed : 0.5885 0.7533 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] chair : 0.8304 0.8752 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] sofa : 0.6568 0.8445 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] table : 0.5889 0.7495 +[2025-03-24 23:56:13,317 INFO hook.py line 689 3155176] door : 0.4902 0.5793 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] window : 0.4130 0.7050 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] bookshelf : 0.6301 0.8785 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] picture : 0.3137 0.4431 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] counter : 0.5517 0.7485 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] desk : 0.4253 0.7751 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] curtain : 0.4372 0.4561 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] refridgerator : 0.3455 0.3857 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] shower curtain : 0.5824 0.6930 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] toilet : 0.8161 0.9592 +[2025-03-24 23:56:13,318 INFO hook.py line 689 3155176] sink : 0.5410 0.6532 +[2025-03-24 23:56:13,319 INFO hook.py line 689 3155176] bathtub : 0.5720 0.9747 +[2025-03-24 23:56:13,319 INFO hook.py line 689 3155176] otherfurniture : 0.2533 0.2846 +[2025-03-24 23:56:13,319 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:56:13,319 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5609/0.7104/0.8311. +[2025-03-24 23:56:13,320 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:56:13,332 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.5609 +[2025-03-24 23:56:13,332 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5609 +[2025-03-24 23:56:13,332 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:56:24,202 INFO misc.py line 135 3155176] Train result: loss: 0.6118 +[2025-03-24 23:56:24,300 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:56:34,722 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2291 +[2025-03-24 23:56:34,775 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8618 +[2025-03-24 23:56:34,813 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5500 +[2025-03-24 23:56:34,969 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6972 +[2025-03-24 23:56:35,007 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3316 +[2025-03-24 23:56:35,253 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9833 +[2025-03-24 23:56:35,301 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5953 +[2025-03-24 23:56:35,326 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5812 +[2025-03-24 23:56:35,370 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.0181 +[2025-03-24 23:56:35,398 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8873 +[2025-03-24 23:56:35,441 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5027 +[2025-03-24 23:56:35,470 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1561 +[2025-03-24 23:56:35,515 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.1133 +[2025-03-24 23:56:35,551 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0363 +[2025-03-24 23:56:35,585 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8005 +[2025-03-24 23:56:35,631 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1929 +[2025-03-24 23:56:35,666 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2256 +[2025-03-24 23:56:35,696 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1450 +[2025-03-24 23:56:35,737 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4904 +[2025-03-24 23:56:35,765 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.7247 +[2025-03-24 23:56:35,797 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3717 +[2025-03-24 23:56:35,834 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4976 +[2025-03-24 23:56:35,860 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1604 +[2025-03-24 23:56:35,899 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0422 +[2025-03-24 23:56:35,940 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2631 +[2025-03-24 23:56:35,979 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8620 +[2025-03-24 23:56:36,028 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8538 +[2025-03-24 23:56:36,065 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5503 +[2025-03-24 23:56:36,097 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3757 +[2025-03-24 23:56:36,150 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7541 +[2025-03-24 23:56:36,207 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7254 +[2025-03-24 23:56:36,239 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7170 +[2025-03-24 23:56:36,289 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3100 +[2025-03-24 23:56:36,325 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.7834 +[2025-03-24 23:56:36,360 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.4808 +[2025-03-24 23:56:36,395 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9929 +[2025-03-24 23:56:36,427 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8520 +[2025-03-24 23:56:36,459 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5283 +[2025-03-24 23:56:36,518 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0115 +[2025-03-24 23:56:36,561 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0238 +[2025-03-24 23:56:36,600 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2145 +[2025-03-24 23:56:36,626 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2113 +[2025-03-24 23:56:36,658 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.3944 +[2025-03-24 23:56:36,713 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6938 +[2025-03-24 23:56:36,743 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6144 +[2025-03-24 23:56:36,785 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7085 +[2025-03-24 23:56:36,822 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9143 +[2025-03-24 23:56:36,856 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6494 +[2025-03-24 23:56:36,886 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.0754 +[2025-03-24 23:56:36,921 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2666 +[2025-03-24 23:56:36,955 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.5067 +[2025-03-24 23:56:36,991 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.3193 +[2025-03-24 23:56:37,022 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5479 +[2025-03-24 23:56:37,057 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9584 +[2025-03-24 23:56:37,093 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1004 +[2025-03-24 23:56:37,129 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5150 +[2025-03-24 23:56:37,157 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8882 +[2025-03-24 23:56:37,180 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7866 +[2025-03-24 23:56:37,215 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1277 +[2025-03-24 23:56:37,244 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.0019 +[2025-03-24 23:56:37,265 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8328 +[2025-03-24 23:56:37,294 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9098 +[2025-03-24 23:56:37,327 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4094 +[2025-03-24 23:56:37,379 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6914 +[2025-03-24 23:56:37,403 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.3945 +[2025-03-24 23:56:37,439 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8512 +[2025-03-24 23:56:37,474 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0173 +[2025-03-24 23:56:37,508 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9978 +[2025-03-24 23:56:37,534 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4033 +[2025-03-24 23:56:37,584 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4166 +[2025-03-24 23:56:37,622 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.7699 +[2025-03-24 23:56:37,669 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6733 +[2025-03-24 23:56:37,714 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5891 +[2025-03-24 23:56:37,751 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7368 +[2025-03-24 23:56:37,795 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.4140 +[2025-03-24 23:56:37,819 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9628 +[2025-03-24 23:56:37,871 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.2125 +[2025-03-24 23:56:37,895 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.1094 +[2025-03-24 23:56:38,876 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:56:38,876 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:56:38,877 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] wall : 0.7541 0.8318 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] floor : 0.9499 0.9867 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] cabinet : 0.4110 0.6723 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] bed : 0.6545 0.8202 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] chair : 0.8294 0.8971 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] sofa : 0.6318 0.8723 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] table : 0.6129 0.7219 +[2025-03-24 23:56:38,877 INFO hook.py line 689 3155176] door : 0.4495 0.7619 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] window : 0.4341 0.6585 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] bookshelf : 0.6951 0.8201 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] picture : 0.2778 0.3366 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] counter : 0.4946 0.5534 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] desk : 0.4964 0.6925 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] curtain : 0.3623 0.3867 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] refridgerator : 0.3388 0.3710 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] shower curtain : 0.5715 0.7655 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] toilet : 0.8917 0.9389 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] sink : 0.5328 0.6389 +[2025-03-24 23:56:38,878 INFO hook.py line 689 3155176] bathtub : 0.7934 0.8955 +[2025-03-24 23:56:38,879 INFO hook.py line 689 3155176] otherfurniture : 0.3180 0.4192 +[2025-03-24 23:56:38,879 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:56:38,879 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5750/0.7020/0.8252. +[2025-03-24 23:56:38,880 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:56:38,897 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.5750 +[2025-03-24 23:56:38,898 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5750 +[2025-03-24 23:56:38,898 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:56:49,826 INFO misc.py line 135 3155176] Train result: loss: 0.6616 +[2025-03-24 23:56:49,909 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:57:00,126 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2086 +[2025-03-24 23:57:00,597 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9406 +[2025-03-24 23:57:00,636 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5635 +[2025-03-24 23:57:00,690 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5893 +[2025-03-24 23:57:00,725 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4316 +[2025-03-24 23:57:00,972 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0985 +[2025-03-24 23:57:01,175 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.6028 +[2025-03-24 23:57:01,200 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4850 +[2025-03-24 23:57:01,244 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2423 +[2025-03-24 23:57:01,273 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.1097 +[2025-03-24 23:57:01,316 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7270 +[2025-03-24 23:57:01,345 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9231 +[2025-03-24 23:57:01,391 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8418 +[2025-03-24 23:57:01,425 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2113 +[2025-03-24 23:57:01,460 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.6745 +[2025-03-24 23:57:01,499 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2557 +[2025-03-24 23:57:01,535 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1191 +[2025-03-24 23:57:01,565 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0365 +[2025-03-24 23:57:01,606 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6680 +[2025-03-24 23:57:01,636 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1410 +[2025-03-24 23:57:01,669 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3330 +[2025-03-24 23:57:01,705 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.0504 +[2025-03-24 23:57:01,732 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.3212 +[2025-03-24 23:57:01,774 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7900 +[2025-03-24 23:57:01,813 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0689 +[2025-03-24 23:57:01,850 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.3086 +[2025-03-24 23:57:01,899 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.3675 +[2025-03-24 23:57:01,929 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4823 +[2025-03-24 23:57:01,957 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3694 +[2025-03-24 23:57:02,010 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6570 +[2025-03-24 23:57:02,066 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5295 +[2025-03-24 23:57:02,097 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7287 +[2025-03-24 23:57:02,146 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3530 +[2025-03-24 23:57:02,187 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.8481 +[2025-03-24 23:57:02,220 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.5995 +[2025-03-24 23:57:02,253 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8367 +[2025-03-24 23:57:02,286 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5374 +[2025-03-24 23:57:02,316 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3280 +[2025-03-24 23:57:02,373 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1300 +[2025-03-24 23:57:02,415 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9088 +[2025-03-24 23:57:02,455 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.6074 +[2025-03-24 23:57:02,486 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2565 +[2025-03-24 23:57:02,518 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1841 +[2025-03-24 23:57:02,574 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7022 +[2025-03-24 23:57:02,604 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6254 +[2025-03-24 23:57:02,646 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7581 +[2025-03-24 23:57:02,683 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0111 +[2025-03-24 23:57:02,717 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6938 +[2025-03-24 23:57:02,750 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2758 +[2025-03-24 23:57:02,783 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0325 +[2025-03-24 23:57:02,812 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.7178 +[2025-03-24 23:57:02,850 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2660 +[2025-03-24 23:57:02,879 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6396 +[2025-03-24 23:57:02,914 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9153 +[2025-03-24 23:57:02,950 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0705 +[2025-03-24 23:57:02,987 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5224 +[2025-03-24 23:57:03,015 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7034 +[2025-03-24 23:57:03,038 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8889 +[2025-03-24 23:57:03,072 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.3046 +[2025-03-24 23:57:03,101 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1326 +[2025-03-24 23:57:03,122 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.6498 +[2025-03-24 23:57:03,151 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.4293 +[2025-03-24 23:57:03,184 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8262 +[2025-03-24 23:57:03,236 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7109 +[2025-03-24 23:57:03,260 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.2082 +[2025-03-24 23:57:03,296 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7672 +[2025-03-24 23:57:03,331 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.1210 +[2025-03-24 23:57:03,359 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8562 +[2025-03-24 23:57:03,385 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3276 +[2025-03-24 23:57:03,435 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7780 +[2025-03-24 23:57:03,473 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9926 +[2025-03-24 23:57:03,521 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5651 +[2025-03-24 23:57:03,567 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5387 +[2025-03-24 23:57:03,604 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8575 +[2025-03-24 23:57:03,648 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7990 +[2025-03-24 23:57:03,673 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8486 +[2025-03-24 23:57:03,725 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.2304 +[2025-03-24 23:57:03,748 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5562 +[2025-03-24 23:57:04,770 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:57:04,771 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:57:04,771 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] wall : 0.7639 0.9002 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] floor : 0.9567 0.9815 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] cabinet : 0.4467 0.5605 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] bed : 0.6296 0.8482 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] chair : 0.8204 0.8818 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] sofa : 0.6980 0.8774 +[2025-03-24 23:57:04,771 INFO hook.py line 689 3155176] table : 0.5698 0.6656 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] door : 0.4590 0.7225 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] window : 0.4121 0.6744 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] bookshelf : 0.6944 0.8082 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] picture : 0.2946 0.3778 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] counter : 0.4285 0.4506 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] desk : 0.4568 0.7519 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] curtain : 0.2336 0.2374 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] refridgerator : 0.3833 0.4372 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] shower curtain : 0.5329 0.5706 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] toilet : 0.7604 0.9698 +[2025-03-24 23:57:04,772 INFO hook.py line 689 3155176] sink : 0.5233 0.6302 +[2025-03-24 23:57:04,773 INFO hook.py line 689 3155176] bathtub : 0.8296 0.8613 +[2025-03-24 23:57:04,773 INFO hook.py line 689 3155176] otherfurniture : 0.2658 0.3016 +[2025-03-24 23:57:04,773 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:57:04,773 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5580/0.6754/0.8285. +[2025-03-24 23:57:04,774 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:57:04,785 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5750 +[2025-03-24 23:57:04,785 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:57:15,297 INFO misc.py line 135 3155176] Train result: loss: 0.6838 +[2025-03-24 23:57:15,397 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:57:25,676 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2114 +[2025-03-24 23:57:26,027 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1423 +[2025-03-24 23:57:26,057 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5640 +[2025-03-24 23:57:26,104 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6341 +[2025-03-24 23:57:26,137 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3903 +[2025-03-24 23:57:26,186 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9587 +[2025-03-24 23:57:26,235 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5351 +[2025-03-24 23:57:26,541 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4950 +[2025-03-24 23:57:26,582 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5614 +[2025-03-24 23:57:26,613 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3061 +[2025-03-24 23:57:26,655 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7803 +[2025-03-24 23:57:26,693 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8866 +[2025-03-24 23:57:26,737 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3950 +[2025-03-24 23:57:26,771 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2857 +[2025-03-24 23:57:26,805 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0250 +[2025-03-24 23:57:26,845 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3645 +[2025-03-24 23:57:26,880 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2842 +[2025-03-24 23:57:26,912 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3071 +[2025-03-24 23:57:26,953 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0154 +[2025-03-24 23:57:26,982 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1367 +[2025-03-24 23:57:27,014 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3616 +[2025-03-24 23:57:27,051 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.3746 +[2025-03-24 23:57:27,077 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0957 +[2025-03-24 23:57:27,117 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8563 +[2025-03-24 23:57:27,157 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2143 +[2025-03-24 23:57:27,192 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9514 +[2025-03-24 23:57:27,239 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4974 +[2025-03-24 23:57:27,274 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5692 +[2025-03-24 23:57:27,302 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3489 +[2025-03-24 23:57:27,363 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8540 +[2025-03-24 23:57:27,420 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5309 +[2025-03-24 23:57:27,450 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5599 +[2025-03-24 23:57:27,500 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5469 +[2025-03-24 23:57:27,539 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0571 +[2025-03-24 23:57:27,572 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6841 +[2025-03-24 23:57:27,614 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1430 +[2025-03-24 23:57:27,647 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8399 +[2025-03-24 23:57:27,674 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3413 +[2025-03-24 23:57:27,731 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6457 +[2025-03-24 23:57:27,787 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.6594 +[2025-03-24 23:57:27,826 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0573 +[2025-03-24 23:57:27,852 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1964 +[2025-03-24 23:57:27,885 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2785 +[2025-03-24 23:57:27,940 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5409 +[2025-03-24 23:57:27,971 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.5732 +[2025-03-24 23:57:28,012 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7575 +[2025-03-24 23:57:28,047 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0819 +[2025-03-24 23:57:28,084 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9970 +[2025-03-24 23:57:28,122 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7395 +[2025-03-24 23:57:28,159 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.6996 +[2025-03-24 23:57:28,193 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.4937 +[2025-03-24 23:57:28,225 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0891 +[2025-03-24 23:57:28,253 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9109 +[2025-03-24 23:57:28,288 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.5735 +[2025-03-24 23:57:28,323 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0621 +[2025-03-24 23:57:28,359 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3766 +[2025-03-24 23:57:28,387 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.6995 +[2025-03-24 23:57:28,410 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7213 +[2025-03-24 23:57:28,444 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0587 +[2025-03-24 23:57:28,473 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.5385 +[2025-03-24 23:57:28,495 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.5866 +[2025-03-24 23:57:28,524 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.2130 +[2025-03-24 23:57:28,557 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5169 +[2025-03-24 23:57:28,609 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.3541 +[2025-03-24 23:57:28,633 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.8683 +[2025-03-24 23:57:28,669 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.4558 +[2025-03-24 23:57:28,703 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0297 +[2025-03-24 23:57:28,731 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.2039 +[2025-03-24 23:57:28,757 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4923 +[2025-03-24 23:57:28,807 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2510 +[2025-03-24 23:57:28,845 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0887 +[2025-03-24 23:57:28,893 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6313 +[2025-03-24 23:57:28,938 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7019 +[2025-03-24 23:57:28,975 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.4029 +[2025-03-24 23:57:29,019 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5589 +[2025-03-24 23:57:29,044 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9189 +[2025-03-24 23:57:29,096 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8958 +[2025-03-24 23:57:29,119 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.4657 +[2025-03-24 23:57:30,155 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:57:30,156 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:57:30,156 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] wall : 0.7674 0.9258 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] floor : 0.9524 0.9795 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] cabinet : 0.4640 0.6549 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] bed : 0.6830 0.7546 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] chair : 0.8303 0.9285 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] sofa : 0.6922 0.7505 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] table : 0.5765 0.7324 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] door : 0.4693 0.6197 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] window : 0.4076 0.5362 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] bookshelf : 0.6568 0.8505 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] picture : 0.2972 0.4093 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] counter : 0.5184 0.6117 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] desk : 0.3972 0.7487 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] curtain : 0.2587 0.2660 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] refridgerator : 0.3089 0.3270 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] shower curtain : 0.4827 0.5189 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] toilet : 0.8568 0.8751 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] sink : 0.5094 0.5823 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] bathtub : 0.8032 0.8124 +[2025-03-24 23:57:30,156 INFO hook.py line 689 3155176] otherfurniture : 0.2210 0.2411 +[2025-03-24 23:57:30,156 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:57:30,156 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5576/0.6563/0.8306. +[2025-03-24 23:57:30,157 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:57:30,171 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5750 +[2025-03-24 23:57:30,171 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:57:40,429 INFO misc.py line 135 3155176] Train result: loss: 0.6331 +[2025-03-24 23:57:40,534 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:57:51,605 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1828 +[2025-03-24 23:57:51,644 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0842 +[2025-03-24 23:57:51,701 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5598 +[2025-03-24 23:57:51,746 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.4694 +[2025-03-24 23:57:51,779 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4389 +[2025-03-24 23:57:51,826 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9157 +[2025-03-24 23:57:51,877 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.8099 +[2025-03-24 23:57:51,904 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3229 +[2025-03-24 23:57:51,946 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2726 +[2025-03-24 23:57:52,001 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.4318 +[2025-03-24 23:57:52,044 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7066 +[2025-03-24 23:57:52,074 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2821 +[2025-03-24 23:57:52,119 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2272 +[2025-03-24 23:57:52,152 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.4892 +[2025-03-24 23:57:52,186 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.5862 +[2025-03-24 23:57:52,227 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2019 +[2025-03-24 23:57:52,268 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.0091 +[2025-03-24 23:57:52,312 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8071 +[2025-03-24 23:57:52,350 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1643 +[2025-03-24 23:57:52,380 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.8935 +[2025-03-24 23:57:52,411 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4043 +[2025-03-24 23:57:52,447 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.3318 +[2025-03-24 23:57:52,474 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0237 +[2025-03-24 23:57:52,515 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8841 +[2025-03-24 23:57:52,556 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4024 +[2025-03-24 23:57:52,591 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8942 +[2025-03-24 23:57:52,639 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7440 +[2025-03-24 23:57:52,672 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5109 +[2025-03-24 23:57:52,699 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3609 +[2025-03-24 23:57:52,751 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7785 +[2025-03-24 23:57:52,807 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4535 +[2025-03-24 23:57:52,837 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6787 +[2025-03-24 23:57:52,894 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3261 +[2025-03-24 23:57:52,931 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9862 +[2025-03-24 23:57:52,967 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8003 +[2025-03-24 23:57:53,000 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1632 +[2025-03-24 23:57:53,034 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6998 +[2025-03-24 23:57:53,071 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.6217 +[2025-03-24 23:57:53,128 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9482 +[2025-03-24 23:57:53,181 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8146 +[2025-03-24 23:57:53,222 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0314 +[2025-03-24 23:57:53,250 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.5236 +[2025-03-24 23:57:53,281 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1932 +[2025-03-24 23:57:53,334 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6308 +[2025-03-24 23:57:53,365 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7514 +[2025-03-24 23:57:53,416 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.8733 +[2025-03-24 23:57:53,456 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0114 +[2025-03-24 23:57:53,487 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5731 +[2025-03-24 23:57:53,520 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4575 +[2025-03-24 23:57:53,565 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2585 +[2025-03-24 23:57:53,596 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8340 +[2025-03-24 23:57:53,628 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0513 +[2025-03-24 23:57:53,658 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8819 +[2025-03-24 23:57:53,692 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7284 +[2025-03-24 23:57:53,727 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1539 +[2025-03-24 23:57:53,763 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4305 +[2025-03-24 23:57:53,792 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.0386 +[2025-03-24 23:57:53,814 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8222 +[2025-03-24 23:57:53,849 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0127 +[2025-03-24 23:57:53,877 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2210 +[2025-03-24 23:57:53,899 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8049 +[2025-03-24 23:57:53,929 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0612 +[2025-03-24 23:57:53,963 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1147 +[2025-03-24 23:57:54,019 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8035 +[2025-03-24 23:57:54,043 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.0733 +[2025-03-24 23:57:54,078 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.9929 +[2025-03-24 23:57:54,113 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8207 +[2025-03-24 23:57:54,142 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.2149 +[2025-03-24 23:57:54,167 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4106 +[2025-03-24 23:57:54,217 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5521 +[2025-03-24 23:57:54,256 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1887 +[2025-03-24 23:57:54,303 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5724 +[2025-03-24 23:57:54,348 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5573 +[2025-03-24 23:57:54,385 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6786 +[2025-03-24 23:57:54,429 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5147 +[2025-03-24 23:57:54,453 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7214 +[2025-03-24 23:57:54,506 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7122 +[2025-03-24 23:57:54,529 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6174 +[2025-03-24 23:57:55,519 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:57:55,519 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:57:55,519 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:57:55,519 INFO hook.py line 689 3155176] wall : 0.7730 0.9007 +[2025-03-24 23:57:55,519 INFO hook.py line 689 3155176] floor : 0.9538 0.9857 +[2025-03-24 23:57:55,519 INFO hook.py line 689 3155176] cabinet : 0.4233 0.4923 +[2025-03-24 23:57:55,519 INFO hook.py line 689 3155176] bed : 0.6674 0.8270 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] chair : 0.8157 0.9004 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] sofa : 0.6890 0.8637 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] table : 0.5700 0.7046 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] door : 0.4937 0.5653 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] window : 0.4128 0.6472 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] bookshelf : 0.5323 0.8545 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] picture : 0.3088 0.4937 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] counter : 0.4762 0.5681 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] desk : 0.3825 0.5070 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] curtain : 0.4483 0.7161 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] refridgerator : 0.2628 0.2776 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] shower curtain : 0.5535 0.6989 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] toilet : 0.8233 0.8453 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] sink : 0.4805 0.5227 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] bathtub : 0.8453 0.8839 +[2025-03-24 23:57:55,520 INFO hook.py line 689 3155176] otherfurniture : 0.2672 0.3375 +[2025-03-24 23:57:55,520 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:57:55,520 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5590/0.6796/0.8285. +[2025-03-24 23:57:55,521 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:57:55,534 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5750 +[2025-03-24 23:57:55,534 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:58:05,791 INFO misc.py line 135 3155176] Train result: loss: 0.5508 +[2025-03-24 23:58:05,886 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:58:16,419 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2068 +[2025-03-24 23:58:16,665 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2842 +[2025-03-24 23:58:16,695 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7134 +[2025-03-24 23:58:16,743 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6914 +[2025-03-24 23:58:16,776 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6187 +[2025-03-24 23:58:17,001 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0429 +[2025-03-24 23:58:17,048 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5826 +[2025-03-24 23:58:17,074 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3704 +[2025-03-24 23:58:17,113 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4350 +[2025-03-24 23:58:17,141 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.1361 +[2025-03-24 23:58:17,183 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.9291 +[2025-03-24 23:58:17,221 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0123 +[2025-03-24 23:58:17,266 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7363 +[2025-03-24 23:58:17,299 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0179 +[2025-03-24 23:58:17,334 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5925 +[2025-03-24 23:58:17,375 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1720 +[2025-03-24 23:58:17,410 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1233 +[2025-03-24 23:58:17,440 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0120 +[2025-03-24 23:58:17,481 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2398 +[2025-03-24 23:58:17,512 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.5407 +[2025-03-24 23:58:17,544 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2856 +[2025-03-24 23:58:17,580 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8391 +[2025-03-24 23:58:17,615 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9693 +[2025-03-24 23:58:17,666 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7537 +[2025-03-24 23:58:17,709 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0563 +[2025-03-24 23:58:17,748 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7238 +[2025-03-24 23:58:17,796 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4219 +[2025-03-24 23:58:17,825 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7620 +[2025-03-24 23:58:17,851 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3082 +[2025-03-24 23:58:17,902 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.1301 +[2025-03-24 23:58:17,956 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5927 +[2025-03-24 23:58:17,988 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8302 +[2025-03-24 23:58:18,039 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.2950 +[2025-03-24 23:58:18,077 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.5926 +[2025-03-24 23:58:18,113 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.5593 +[2025-03-24 23:58:18,154 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1771 +[2025-03-24 23:58:18,193 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.9387 +[2025-03-24 23:58:18,219 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5502 +[2025-03-24 23:58:18,277 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7926 +[2025-03-24 23:58:18,318 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9911 +[2025-03-24 23:58:18,358 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.8859 +[2025-03-24 23:58:18,383 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2325 +[2025-03-24 23:58:18,415 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2033 +[2025-03-24 23:58:18,469 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7401 +[2025-03-24 23:58:18,496 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7248 +[2025-03-24 23:58:18,537 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7302 +[2025-03-24 23:58:18,582 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.9646 +[2025-03-24 23:58:18,620 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6125 +[2025-03-24 23:58:18,652 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4649 +[2025-03-24 23:58:18,685 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.8842 +[2025-03-24 23:58:18,719 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.3845 +[2025-03-24 23:58:18,754 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.4273 +[2025-03-24 23:58:18,780 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5372 +[2025-03-24 23:58:18,816 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9433 +[2025-03-24 23:58:18,850 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0500 +[2025-03-24 23:58:18,886 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.2327 +[2025-03-24 23:58:18,914 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.5390 +[2025-03-24 23:58:18,938 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8880 +[2025-03-24 23:58:18,972 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0214 +[2025-03-24 23:58:19,001 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1890 +[2025-03-24 23:58:19,022 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1566 +[2025-03-24 23:58:19,052 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8632 +[2025-03-24 23:58:19,084 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3864 +[2025-03-24 23:58:19,136 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6857 +[2025-03-24 23:58:19,160 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.2408 +[2025-03-24 23:58:19,196 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.3243 +[2025-03-24 23:58:19,230 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0025 +[2025-03-24 23:58:19,259 INFO hook.py line 748 3155176] Test: [68/78] Loss 2.0303 +[2025-03-24 23:58:19,284 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4156 +[2025-03-24 23:58:19,334 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3297 +[2025-03-24 23:58:19,372 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.4140 +[2025-03-24 23:58:19,420 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5523 +[2025-03-24 23:58:19,466 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8361 +[2025-03-24 23:58:19,502 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9566 +[2025-03-24 23:58:19,546 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6168 +[2025-03-24 23:58:19,571 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0517 +[2025-03-24 23:58:19,623 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.3227 +[2025-03-24 23:58:19,646 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7088 +[2025-03-24 23:58:20,667 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:58:20,667 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:58:20,667 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:58:20,667 INFO hook.py line 689 3155176] wall : 0.7658 0.9546 +[2025-03-24 23:58:20,667 INFO hook.py line 689 3155176] floor : 0.9561 0.9821 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] cabinet : 0.4757 0.5854 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] bed : 0.6494 0.6944 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] chair : 0.8311 0.9196 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] sofa : 0.7419 0.8146 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] table : 0.6178 0.7603 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] door : 0.4050 0.4359 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] window : 0.4085 0.4831 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] bookshelf : 0.6565 0.7059 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] picture : 0.2902 0.3686 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] counter : 0.5056 0.6398 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] desk : 0.4284 0.6003 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] curtain : 0.5644 0.6826 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] refridgerator : 0.3006 0.3097 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] shower curtain : 0.5734 0.7714 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] toilet : 0.6511 0.9539 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] sink : 0.5488 0.6421 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] bathtub : 0.8213 0.8883 +[2025-03-24 23:58:20,668 INFO hook.py line 689 3155176] otherfurniture : 0.3191 0.4600 +[2025-03-24 23:58:20,668 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:58:20,668 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5755/0.6826/0.8388. +[2025-03-24 23:58:20,669 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:58:20,685 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.5755 +[2025-03-24 23:58:20,686 INFO misc.py line 164 3155176] Currently Best mIoU: 0.5755 +[2025-03-24 23:58:20,686 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:58:31,160 INFO misc.py line 135 3155176] Train result: loss: 0.5646 +[2025-03-24 23:58:31,255 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:58:41,336 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1904 +[2025-03-24 23:58:42,186 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8821 +[2025-03-24 23:58:42,218 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6988 +[2025-03-24 23:58:42,262 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5189 +[2025-03-24 23:58:42,293 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4195 +[2025-03-24 23:58:42,343 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0473 +[2025-03-24 23:58:42,390 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3962 +[2025-03-24 23:58:42,414 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2894 +[2025-03-24 23:58:42,456 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1118 +[2025-03-24 23:58:42,485 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3871 +[2025-03-24 23:58:42,526 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.4983 +[2025-03-24 23:58:42,558 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8259 +[2025-03-24 23:58:42,602 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5619 +[2025-03-24 23:58:42,636 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0948 +[2025-03-24 23:58:42,669 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7772 +[2025-03-24 23:58:42,710 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1866 +[2025-03-24 23:58:42,745 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1510 +[2025-03-24 23:58:42,775 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7437 +[2025-03-24 23:58:42,816 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2854 +[2025-03-24 23:58:42,846 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9147 +[2025-03-24 23:58:42,878 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3355 +[2025-03-24 23:58:42,915 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5050 +[2025-03-24 23:58:42,942 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.3291 +[2025-03-24 23:58:42,983 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8034 +[2025-03-24 23:58:43,021 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0114 +[2025-03-24 23:58:43,058 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9395 +[2025-03-24 23:58:43,108 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8920 +[2025-03-24 23:58:43,139 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4569 +[2025-03-24 23:58:43,164 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2958 +[2025-03-24 23:58:43,216 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7848 +[2025-03-24 23:58:43,270 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5064 +[2025-03-24 23:58:43,301 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5798 +[2025-03-24 23:58:43,350 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3527 +[2025-03-24 23:58:43,387 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1601 +[2025-03-24 23:58:43,421 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6625 +[2025-03-24 23:58:43,453 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.2726 +[2025-03-24 23:58:43,487 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6438 +[2025-03-24 23:58:43,513 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.2642 +[2025-03-24 23:58:43,573 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0103 +[2025-03-24 23:58:43,614 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8261 +[2025-03-24 23:58:43,657 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.8707 +[2025-03-24 23:58:43,682 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1530 +[2025-03-24 23:58:43,715 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1908 +[2025-03-24 23:58:43,766 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5432 +[2025-03-24 23:58:43,796 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7795 +[2025-03-24 23:58:43,837 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7252 +[2025-03-24 23:58:43,874 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2207 +[2025-03-24 23:58:43,905 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4557 +[2025-03-24 23:58:43,938 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2961 +[2025-03-24 23:58:43,967 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2001 +[2025-03-24 23:58:43,996 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9642 +[2025-03-24 23:58:44,031 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0726 +[2025-03-24 23:58:44,060 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7287 +[2025-03-24 23:58:44,095 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8873 +[2025-03-24 23:58:44,133 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1392 +[2025-03-24 23:58:44,169 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3608 +[2025-03-24 23:58:44,197 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7624 +[2025-03-24 23:58:44,220 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6479 +[2025-03-24 23:58:44,255 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1645 +[2025-03-24 23:58:44,284 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1300 +[2025-03-24 23:58:44,306 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7782 +[2025-03-24 23:58:44,336 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9297 +[2025-03-24 23:58:44,369 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4191 +[2025-03-24 23:58:44,421 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6296 +[2025-03-24 23:58:44,444 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5029 +[2025-03-24 23:58:44,480 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7542 +[2025-03-24 23:58:44,515 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8195 +[2025-03-24 23:58:44,545 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.5859 +[2025-03-24 23:58:44,570 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3866 +[2025-03-24 23:58:44,620 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2599 +[2025-03-24 23:58:44,659 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1827 +[2025-03-24 23:58:44,706 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3460 +[2025-03-24 23:58:44,752 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5579 +[2025-03-24 23:58:44,788 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8834 +[2025-03-24 23:58:44,832 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5311 +[2025-03-24 23:58:44,857 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.1004 +[2025-03-24 23:58:44,909 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.3638 +[2025-03-24 23:58:44,933 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9413 +[2025-03-24 23:58:46,088 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:58:46,089 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:58:46,089 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:58:46,089 INFO hook.py line 689 3155176] wall : 0.7892 0.9282 +[2025-03-24 23:58:46,089 INFO hook.py line 689 3155176] floor : 0.9544 0.9843 +[2025-03-24 23:58:46,089 INFO hook.py line 689 3155176] cabinet : 0.4644 0.6528 +[2025-03-24 23:58:46,089 INFO hook.py line 689 3155176] bed : 0.6786 0.8416 +[2025-03-24 23:58:46,090 INFO hook.py line 689 3155176] chair : 0.8555 0.9077 +[2025-03-24 23:58:46,090 INFO hook.py line 689 3155176] sofa : 0.7065 0.8246 +[2025-03-24 23:58:46,091 INFO hook.py line 689 3155176] table : 0.5963 0.7327 +[2025-03-24 23:58:46,091 INFO hook.py line 689 3155176] door : 0.5106 0.6062 +[2025-03-24 23:58:46,091 INFO hook.py line 689 3155176] window : 0.4260 0.6210 +[2025-03-24 23:58:46,091 INFO hook.py line 689 3155176] bookshelf : 0.6923 0.8775 +[2025-03-24 23:58:46,092 INFO hook.py line 689 3155176] picture : 0.2730 0.3310 +[2025-03-24 23:58:46,092 INFO hook.py line 689 3155176] counter : 0.5742 0.6953 +[2025-03-24 23:58:46,092 INFO hook.py line 689 3155176] desk : 0.4761 0.6704 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] curtain : 0.4482 0.4712 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] refridgerator : 0.3661 0.4045 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] shower curtain : 0.6162 0.6814 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] toilet : 0.9128 0.9520 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] sink : 0.4877 0.5324 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] bathtub : 0.8650 0.9030 +[2025-03-24 23:58:46,093 INFO hook.py line 689 3155176] otherfurniture : 0.3122 0.3702 +[2025-03-24 23:58:46,093 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:58:46,093 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6003/0.6994/0.8468. +[2025-03-24 23:58:46,094 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:58:46,109 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6003 +[2025-03-24 23:58:46,109 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-24 23:58:46,109 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:58:56,549 INFO misc.py line 135 3155176] Train result: loss: 0.5713 +[2025-03-24 23:58:56,653 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:59:07,045 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2768 +[2025-03-24 23:59:07,088 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0448 +[2025-03-24 23:59:07,874 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4951 +[2025-03-24 23:59:07,932 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6128 +[2025-03-24 23:59:07,960 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5022 +[2025-03-24 23:59:08,011 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1168 +[2025-03-24 23:59:08,058 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4788 +[2025-03-24 23:59:08,084 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3437 +[2025-03-24 23:59:08,129 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2089 +[2025-03-24 23:59:08,159 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3197 +[2025-03-24 23:59:08,202 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6678 +[2025-03-24 23:59:08,242 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7937 +[2025-03-24 23:59:08,287 INFO hook.py line 748 3155176] Test: [13/78] Loss 1.9666 +[2025-03-24 23:59:08,320 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.8010 +[2025-03-24 23:59:08,354 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8548 +[2025-03-24 23:59:08,394 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1022 +[2025-03-24 23:59:08,430 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1175 +[2025-03-24 23:59:08,461 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8995 +[2025-03-24 23:59:08,504 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2168 +[2025-03-24 23:59:08,534 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3161 +[2025-03-24 23:59:08,567 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3705 +[2025-03-24 23:59:08,605 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5409 +[2025-03-24 23:59:08,632 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9389 +[2025-03-24 23:59:08,672 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9083 +[2025-03-24 23:59:08,714 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9690 +[2025-03-24 23:59:08,750 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9498 +[2025-03-24 23:59:08,797 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3194 +[2025-03-24 23:59:08,831 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6568 +[2025-03-24 23:59:08,856 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5300 +[2025-03-24 23:59:08,909 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7876 +[2025-03-24 23:59:08,963 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7892 +[2025-03-24 23:59:08,998 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4151 +[2025-03-24 23:59:09,052 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4356 +[2025-03-24 23:59:09,085 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.8805 +[2025-03-24 23:59:09,121 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7909 +[2025-03-24 23:59:09,166 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0157 +[2025-03-24 23:59:09,206 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7636 +[2025-03-24 23:59:09,233 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3076 +[2025-03-24 23:59:09,290 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7544 +[2025-03-24 23:59:09,336 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.7922 +[2025-03-24 23:59:09,374 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.7526 +[2025-03-24 23:59:09,400 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1287 +[2025-03-24 23:59:09,433 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.6482 +[2025-03-24 23:59:09,484 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8153 +[2025-03-24 23:59:09,514 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.5548 +[2025-03-24 23:59:09,556 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.5888 +[2025-03-24 23:59:09,595 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.5946 +[2025-03-24 23:59:09,628 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5113 +[2025-03-24 23:59:09,666 INFO hook.py line 748 3155176] Test: [49/78] Loss 0.8821 +[2025-03-24 23:59:09,699 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1040 +[2025-03-24 23:59:09,734 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8705 +[2025-03-24 23:59:09,767 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9731 +[2025-03-24 23:59:09,793 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9188 +[2025-03-24 23:59:09,829 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0727 +[2025-03-24 23:59:09,862 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0564 +[2025-03-24 23:59:09,899 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4181 +[2025-03-24 23:59:09,928 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.3455 +[2025-03-24 23:59:09,950 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5998 +[2025-03-24 23:59:09,985 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1299 +[2025-03-24 23:59:10,014 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2369 +[2025-03-24 23:59:10,034 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.6493 +[2025-03-24 23:59:10,064 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8861 +[2025-03-24 23:59:10,096 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3207 +[2025-03-24 23:59:10,149 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4392 +[2025-03-24 23:59:10,172 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3228 +[2025-03-24 23:59:10,208 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8975 +[2025-03-24 23:59:10,243 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9146 +[2025-03-24 23:59:10,271 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1622 +[2025-03-24 23:59:10,297 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3689 +[2025-03-24 23:59:10,346 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4603 +[2025-03-24 23:59:10,385 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9912 +[2025-03-24 23:59:10,433 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4357 +[2025-03-24 23:59:10,478 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0211 +[2025-03-24 23:59:10,514 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.0241 +[2025-03-24 23:59:10,559 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6291 +[2025-03-24 23:59:10,583 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9526 +[2025-03-24 23:59:10,635 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.2030 +[2025-03-24 23:59:10,659 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.0500 +[2025-03-24 23:59:11,704 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:59:11,705 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:59:11,705 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] wall : 0.7819 0.9086 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] floor : 0.9577 0.9821 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] cabinet : 0.4455 0.5746 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] bed : 0.6516 0.8339 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] chair : 0.8415 0.9137 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] sofa : 0.6895 0.8174 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] table : 0.5317 0.6008 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] door : 0.4905 0.6690 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] window : 0.4147 0.5034 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] bookshelf : 0.5084 0.9134 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] picture : 0.3113 0.4716 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] counter : 0.5159 0.7577 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] desk : 0.4539 0.8050 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] curtain : 0.5511 0.5988 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] refridgerator : 0.2647 0.2807 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] shower curtain : 0.4639 0.5367 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] toilet : 0.8891 0.9388 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] sink : 0.5073 0.5771 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] bathtub : 0.8547 0.9058 +[2025-03-24 23:59:11,705 INFO hook.py line 689 3155176] otherfurniture : 0.2743 0.3141 +[2025-03-24 23:59:11,705 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:59:11,705 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5700/0.6952/0.8339. +[2025-03-24 23:59:11,706 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:59:11,719 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-24 23:59:11,719 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:59:21,909 INFO misc.py line 135 3155176] Train result: loss: 0.5375 +[2025-03-24 23:59:21,987 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:59:32,373 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1593 +[2025-03-24 23:59:32,556 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1703 +[2025-03-24 23:59:32,669 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.8583 +[2025-03-24 23:59:32,849 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.9212 +[2025-03-24 23:59:32,881 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6886 +[2025-03-24 23:59:32,938 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3318 +[2025-03-24 23:59:32,990 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.7206 +[2025-03-24 23:59:33,014 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2984 +[2025-03-24 23:59:33,068 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3647 +[2025-03-24 23:59:33,108 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2006 +[2025-03-24 23:59:33,482 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6986 +[2025-03-24 23:59:33,532 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9717 +[2025-03-24 23:59:33,578 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.2166 +[2025-03-24 23:59:33,617 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0928 +[2025-03-24 23:59:33,651 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9818 +[2025-03-24 23:59:33,691 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1930 +[2025-03-24 23:59:33,726 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1977 +[2025-03-24 23:59:33,757 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0103 +[2025-03-24 23:59:33,798 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.5403 +[2025-03-24 23:59:33,829 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0914 +[2025-03-24 23:59:33,860 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3909 +[2025-03-24 23:59:33,896 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.1205 +[2025-03-24 23:59:33,921 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0699 +[2025-03-24 23:59:33,961 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0856 +[2025-03-24 23:59:34,002 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3402 +[2025-03-24 23:59:34,038 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1094 +[2025-03-24 23:59:34,086 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7201 +[2025-03-24 23:59:34,116 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5534 +[2025-03-24 23:59:34,144 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4177 +[2025-03-24 23:59:34,198 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9504 +[2025-03-24 23:59:34,254 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5850 +[2025-03-24 23:59:34,285 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.5861 +[2025-03-24 23:59:34,335 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5153 +[2025-03-24 23:59:34,373 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1778 +[2025-03-24 23:59:34,410 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.2077 +[2025-03-24 23:59:34,442 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9769 +[2025-03-24 23:59:34,480 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7588 +[2025-03-24 23:59:34,506 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4956 +[2025-03-24 23:59:34,564 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1341 +[2025-03-24 23:59:34,608 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9611 +[2025-03-24 23:59:34,649 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9512 +[2025-03-24 23:59:34,674 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3056 +[2025-03-24 23:59:34,710 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1866 +[2025-03-24 23:59:34,760 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8320 +[2025-03-24 23:59:34,788 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6406 +[2025-03-24 23:59:34,829 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6583 +[2025-03-24 23:59:34,874 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.4404 +[2025-03-24 23:59:34,907 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7347 +[2025-03-24 23:59:34,939 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8521 +[2025-03-24 23:59:34,972 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1176 +[2025-03-24 23:59:35,001 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8013 +[2025-03-24 23:59:35,034 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1764 +[2025-03-24 23:59:35,074 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.1976 +[2025-03-24 23:59:35,115 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8939 +[2025-03-24 23:59:35,153 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0616 +[2025-03-24 23:59:35,189 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.8202 +[2025-03-24 23:59:35,218 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.9645 +[2025-03-24 23:59:35,240 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8078 +[2025-03-24 23:59:35,275 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.3263 +[2025-03-24 23:59:35,304 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.0889 +[2025-03-24 23:59:35,325 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9383 +[2025-03-24 23:59:35,354 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.4088 +[2025-03-24 23:59:35,386 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.7167 +[2025-03-24 23:59:35,438 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6408 +[2025-03-24 23:59:35,462 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3449 +[2025-03-24 23:59:35,498 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8853 +[2025-03-24 23:59:35,533 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7755 +[2025-03-24 23:59:35,561 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7940 +[2025-03-24 23:59:35,587 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3413 +[2025-03-24 23:59:35,637 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3902 +[2025-03-24 23:59:35,675 INFO hook.py line 748 3155176] Test: [71/78] Loss 2.1973 +[2025-03-24 23:59:35,723 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5557 +[2025-03-24 23:59:35,768 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9344 +[2025-03-24 23:59:35,806 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7017 +[2025-03-24 23:59:35,850 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5273 +[2025-03-24 23:59:35,875 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9422 +[2025-03-24 23:59:35,927 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6172 +[2025-03-24 23:59:35,950 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6690 +[2025-03-24 23:59:36,881 INFO hook.py line 674 3155176] ######################################## +[2025-03-24 23:59:36,881 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-24 23:59:36,881 INFO hook.py line 680 3155176] ######################################## +[2025-03-24 23:59:36,881 INFO hook.py line 689 3155176] wall : 0.7439 0.8600 +[2025-03-24 23:59:36,881 INFO hook.py line 689 3155176] floor : 0.9526 0.9873 +[2025-03-24 23:59:36,881 INFO hook.py line 689 3155176] cabinet : 0.4392 0.6714 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] bed : 0.6412 0.7162 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] chair : 0.8344 0.9019 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] sofa : 0.6975 0.8666 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] table : 0.5879 0.7498 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] door : 0.4837 0.6579 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] window : 0.3829 0.7233 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] bookshelf : 0.5750 0.6290 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] picture : 0.2521 0.4815 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] counter : 0.5326 0.7295 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] desk : 0.4278 0.5946 +[2025-03-24 23:59:36,882 INFO hook.py line 689 3155176] curtain : 0.5224 0.6227 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] refridgerator : 0.3611 0.3944 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] shower curtain : 0.4922 0.5193 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] toilet : 0.8506 0.8678 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] sink : 0.5420 0.6300 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] bathtub : 0.8330 0.8570 +[2025-03-24 23:59:36,883 INFO hook.py line 689 3155176] otherfurniture : 0.2597 0.2995 +[2025-03-24 23:59:36,883 INFO hook.py line 690 3155176] ######################################## +[2025-03-24 23:59:36,883 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5706/0.6880/0.8225. +[2025-03-24 23:59:36,884 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-24 23:59:36,900 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-24 23:59:36,900 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-24 23:59:46,962 INFO misc.py line 135 3155176] Train result: loss: 0.5452 +[2025-03-24 23:59:47,043 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-24 23:59:57,353 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1635 +[2025-03-24 23:59:57,396 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.5040 +[2025-03-24 23:59:57,981 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7281 +[2025-03-24 23:59:58,026 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8773 +[2025-03-24 23:59:58,287 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.9332 +[2025-03-24 23:59:58,336 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2069 +[2025-03-24 23:59:58,383 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.7224 +[2025-03-24 23:59:58,408 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2867 +[2025-03-24 23:59:58,449 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2137 +[2025-03-24 23:59:58,478 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2166 +[2025-03-24 23:59:58,519 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5033 +[2025-03-24 23:59:58,557 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2003 +[2025-03-24 23:59:58,602 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8161 +[2025-03-24 23:59:58,635 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5412 +[2025-03-24 23:59:58,670 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8915 +[2025-03-24 23:59:58,711 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2589 +[2025-03-24 23:59:58,745 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3443 +[2025-03-24 23:59:58,777 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1103 +[2025-03-24 23:59:58,818 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2010 +[2025-03-24 23:59:58,852 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2243 +[2025-03-24 23:59:58,883 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3306 +[2025-03-24 23:59:58,920 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4938 +[2025-03-24 23:59:58,944 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8301 +[2025-03-24 23:59:58,985 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0024 +[2025-03-24 23:59:59,023 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.7043 +[2025-03-24 23:59:59,058 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9511 +[2025-03-24 23:59:59,108 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8650 +[2025-03-24 23:59:59,142 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4827 +[2025-03-24 23:59:59,168 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2530 +[2025-03-24 23:59:59,222 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9022 +[2025-03-24 23:59:59,277 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6403 +[2025-03-24 23:59:59,308 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7857 +[2025-03-24 23:59:59,360 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5944 +[2025-03-24 23:59:59,394 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1784 +[2025-03-24 23:59:59,430 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8258 +[2025-03-24 23:59:59,463 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9958 +[2025-03-24 23:59:59,495 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7710 +[2025-03-24 23:59:59,525 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3812 +[2025-03-24 23:59:59,582 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8943 +[2025-03-24 23:59:59,637 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2099 +[2025-03-24 23:59:59,677 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1069 +[2025-03-24 23:59:59,703 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1972 +[2025-03-24 23:59:59,733 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1581 +[2025-03-24 23:59:59,786 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6653 +[2025-03-24 23:59:59,816 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6726 +[2025-03-24 23:59:59,859 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6949 +[2025-03-24 23:59:59,895 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3548 +[2025-03-24 23:59:59,928 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7045 +[2025-03-24 23:59:59,958 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5332 +[2025-03-24 23:59:59,991 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2001 +[2025-03-25 00:00:00,023 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.5195 +[2025-03-25 00:00:00,056 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9548 +[2025-03-25 00:00:00,084 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8146 +[2025-03-25 00:00:00,119 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8988 +[2025-03-25 00:00:00,153 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0471 +[2025-03-25 00:00:00,189 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4527 +[2025-03-25 00:00:00,218 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7132 +[2025-03-25 00:00:00,240 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7596 +[2025-03-25 00:00:00,275 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9357 +[2025-03-25 00:00:00,304 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3027 +[2025-03-25 00:00:00,325 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7650 +[2025-03-25 00:00:00,354 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0251 +[2025-03-25 00:00:00,387 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3001 +[2025-03-25 00:00:00,439 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5712 +[2025-03-25 00:00:00,463 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.8315 +[2025-03-25 00:00:00,499 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7033 +[2025-03-25 00:00:00,533 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.1392 +[2025-03-25 00:00:00,562 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0227 +[2025-03-25 00:00:00,587 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3591 +[2025-03-25 00:00:00,638 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4463 +[2025-03-25 00:00:00,676 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0469 +[2025-03-25 00:00:00,724 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3778 +[2025-03-25 00:00:00,769 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4046 +[2025-03-25 00:00:00,805 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7137 +[2025-03-25 00:00:00,850 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5445 +[2025-03-25 00:00:00,874 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.1599 +[2025-03-25 00:00:00,926 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5102 +[2025-03-25 00:00:00,950 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6002 +[2025-03-25 00:00:01,982 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:00:01,982 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:00:01,982 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:00:01,982 INFO hook.py line 689 3155176] wall : 0.7644 0.9439 +[2025-03-25 00:00:01,982 INFO hook.py line 689 3155176] floor : 0.9590 0.9823 +[2025-03-25 00:00:01,982 INFO hook.py line 689 3155176] cabinet : 0.4304 0.5943 +[2025-03-25 00:00:01,982 INFO hook.py line 689 3155176] bed : 0.6768 0.7782 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] chair : 0.8372 0.8931 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] sofa : 0.7307 0.8470 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] table : 0.5974 0.7786 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] door : 0.4772 0.5372 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] window : 0.4305 0.5390 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] bookshelf : 0.6730 0.8674 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] picture : 0.2638 0.3324 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] counter : 0.5117 0.5732 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] desk : 0.5089 0.7177 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] curtain : 0.4576 0.4918 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] refridgerator : 0.3323 0.3952 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] shower curtain : 0.5795 0.6458 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] toilet : 0.8579 0.9084 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] sink : 0.5289 0.5993 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] bathtub : 0.8396 0.8906 +[2025-03-25 00:00:01,983 INFO hook.py line 689 3155176] otherfurniture : 0.2446 0.2885 +[2025-03-25 00:00:01,983 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:00:01,983 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5851/0.6802/0.8391. +[2025-03-25 00:00:01,984 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:00:02,001 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:00:02,002 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:00:12,664 INFO misc.py line 135 3155176] Train result: loss: 0.5345 +[2025-03-25 00:00:12,769 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:00:22,869 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1385 +[2025-03-25 00:00:23,462 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0915 +[2025-03-25 00:00:23,800 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6435 +[2025-03-25 00:00:23,845 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8391 +[2025-03-25 00:00:23,878 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7165 +[2025-03-25 00:00:23,926 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0850 +[2025-03-25 00:00:23,973 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.6001 +[2025-03-25 00:00:23,999 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.6274 +[2025-03-25 00:00:24,041 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4104 +[2025-03-25 00:00:24,263 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.0048 +[2025-03-25 00:00:24,387 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6121 +[2025-03-25 00:00:24,415 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9684 +[2025-03-25 00:00:24,460 INFO hook.py line 748 3155176] Test: [13/78] Loss 1.9033 +[2025-03-25 00:00:24,494 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2081 +[2025-03-25 00:00:24,528 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1940 +[2025-03-25 00:00:24,568 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3815 +[2025-03-25 00:00:24,604 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3451 +[2025-03-25 00:00:24,633 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9718 +[2025-03-25 00:00:24,675 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4638 +[2025-03-25 00:00:24,705 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.5437 +[2025-03-25 00:00:24,737 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3308 +[2025-03-25 00:00:24,773 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6373 +[2025-03-25 00:00:24,798 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9913 +[2025-03-25 00:00:24,838 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0098 +[2025-03-25 00:00:24,881 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2051 +[2025-03-25 00:00:24,917 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7733 +[2025-03-25 00:00:24,966 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4744 +[2025-03-25 00:00:24,996 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6965 +[2025-03-25 00:00:25,021 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3949 +[2025-03-25 00:00:25,076 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8197 +[2025-03-25 00:00:25,130 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.8681 +[2025-03-25 00:00:25,162 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6168 +[2025-03-25 00:00:25,210 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5478 +[2025-03-25 00:00:25,247 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1217 +[2025-03-25 00:00:25,284 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7626 +[2025-03-25 00:00:25,316 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0703 +[2025-03-25 00:00:25,352 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7909 +[2025-03-25 00:00:25,381 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3113 +[2025-03-25 00:00:25,438 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5555 +[2025-03-25 00:00:25,480 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.7869 +[2025-03-25 00:00:25,522 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3793 +[2025-03-25 00:00:25,547 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1474 +[2025-03-25 00:00:25,579 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1551 +[2025-03-25 00:00:25,635 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7403 +[2025-03-25 00:00:25,662 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.5661 +[2025-03-25 00:00:25,703 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6055 +[2025-03-25 00:00:25,738 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1321 +[2025-03-25 00:00:25,771 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5076 +[2025-03-25 00:00:25,802 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4421 +[2025-03-25 00:00:25,836 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0018 +[2025-03-25 00:00:25,864 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9395 +[2025-03-25 00:00:25,903 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0883 +[2025-03-25 00:00:25,931 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6319 +[2025-03-25 00:00:25,966 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8538 +[2025-03-25 00:00:25,999 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0736 +[2025-03-25 00:00:26,036 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3932 +[2025-03-25 00:00:26,064 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.4973 +[2025-03-25 00:00:26,086 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6111 +[2025-03-25 00:00:26,121 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9181 +[2025-03-25 00:00:26,150 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4176 +[2025-03-25 00:00:26,171 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8922 +[2025-03-25 00:00:26,200 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7795 +[2025-03-25 00:00:26,232 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8115 +[2025-03-25 00:00:26,284 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9486 +[2025-03-25 00:00:26,309 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.8916 +[2025-03-25 00:00:26,345 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0612 +[2025-03-25 00:00:26,379 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7693 +[2025-03-25 00:00:26,407 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0068 +[2025-03-25 00:00:26,433 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3398 +[2025-03-25 00:00:26,483 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3708 +[2025-03-25 00:00:26,522 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1308 +[2025-03-25 00:00:26,569 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7605 +[2025-03-25 00:00:26,614 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8179 +[2025-03-25 00:00:26,650 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7224 +[2025-03-25 00:00:26,695 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6883 +[2025-03-25 00:00:26,719 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3165 +[2025-03-25 00:00:26,771 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9436 +[2025-03-25 00:00:26,795 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9862 +[2025-03-25 00:00:27,854 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:00:27,854 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:00:27,855 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] wall : 0.7795 0.9025 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] floor : 0.9572 0.9834 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] cabinet : 0.4297 0.7058 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] bed : 0.6594 0.8020 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] chair : 0.8296 0.9245 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] sofa : 0.6761 0.7499 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] table : 0.5704 0.6706 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] door : 0.4870 0.6359 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] window : 0.4098 0.4616 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] bookshelf : 0.6256 0.8583 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] picture : 0.2851 0.3731 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] counter : 0.4695 0.7261 +[2025-03-25 00:00:27,855 INFO hook.py line 689 3155176] desk : 0.4476 0.7387 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] curtain : 0.4432 0.5201 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] refridgerator : 0.4124 0.4904 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] shower curtain : 0.4328 0.7349 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] toilet : 0.8053 0.9563 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] sink : 0.5524 0.6956 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] bathtub : 0.8122 0.9208 +[2025-03-25 00:00:27,856 INFO hook.py line 689 3155176] otherfurniture : 0.2590 0.3068 +[2025-03-25 00:00:27,856 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:00:27,856 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5672/0.7079/0.8335. +[2025-03-25 00:00:27,857 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:00:27,873 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:00:27,874 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:00:38,091 INFO misc.py line 135 3155176] Train result: loss: 0.4897 +[2025-03-25 00:00:38,205 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:00:48,316 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1631 +[2025-03-25 00:00:48,650 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2168 +[2025-03-25 00:00:48,855 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.9805 +[2025-03-25 00:00:48,911 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8028 +[2025-03-25 00:00:49,503 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8903 +[2025-03-25 00:00:49,568 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1079 +[2025-03-25 00:00:49,628 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4361 +[2025-03-25 00:00:49,651 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4387 +[2025-03-25 00:00:49,695 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4207 +[2025-03-25 00:00:49,724 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3042 +[2025-03-25 00:00:49,765 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7922 +[2025-03-25 00:00:49,798 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0414 +[2025-03-25 00:00:49,842 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0801 +[2025-03-25 00:00:49,875 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3197 +[2025-03-25 00:00:49,910 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7245 +[2025-03-25 00:00:49,950 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1886 +[2025-03-25 00:00:49,986 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3233 +[2025-03-25 00:00:50,022 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6870 +[2025-03-25 00:00:50,063 INFO hook.py line 748 3155176] Test: [19/78] Loss 0.8700 +[2025-03-25 00:00:50,095 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2762 +[2025-03-25 00:00:50,127 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3153 +[2025-03-25 00:00:50,163 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7016 +[2025-03-25 00:00:50,190 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.2140 +[2025-03-25 00:00:50,231 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1413 +[2025-03-25 00:00:50,269 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4363 +[2025-03-25 00:00:50,306 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8450 +[2025-03-25 00:00:50,356 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0077 +[2025-03-25 00:00:50,385 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.3988 +[2025-03-25 00:00:50,416 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3331 +[2025-03-25 00:00:50,470 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9502 +[2025-03-25 00:00:50,524 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4626 +[2025-03-25 00:00:50,555 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8935 +[2025-03-25 00:00:50,604 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4468 +[2025-03-25 00:00:50,642 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1808 +[2025-03-25 00:00:50,679 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8863 +[2025-03-25 00:00:50,712 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9069 +[2025-03-25 00:00:50,745 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8662 +[2025-03-25 00:00:50,776 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5745 +[2025-03-25 00:00:50,833 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1199 +[2025-03-25 00:00:50,879 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2108 +[2025-03-25 00:00:50,918 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0439 +[2025-03-25 00:00:50,944 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1928 +[2025-03-25 00:00:50,975 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1769 +[2025-03-25 00:00:51,028 INFO hook.py line 748 3155176] Test: [44/78] Loss 1.1405 +[2025-03-25 00:00:51,057 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7182 +[2025-03-25 00:00:51,100 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6912 +[2025-03-25 00:00:51,135 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8196 +[2025-03-25 00:00:51,167 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6555 +[2025-03-25 00:00:51,201 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8686 +[2025-03-25 00:00:51,234 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.5029 +[2025-03-25 00:00:51,262 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.0647 +[2025-03-25 00:00:51,296 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.3223 +[2025-03-25 00:00:51,322 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9614 +[2025-03-25 00:00:51,357 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8719 +[2025-03-25 00:00:51,393 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1686 +[2025-03-25 00:00:51,429 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3143 +[2025-03-25 00:00:51,457 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7158 +[2025-03-25 00:00:51,480 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6978 +[2025-03-25 00:00:51,514 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1103 +[2025-03-25 00:00:51,544 INFO hook.py line 748 3155176] Test: [60/78] Loss 0.9347 +[2025-03-25 00:00:51,564 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8207 +[2025-03-25 00:00:51,594 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8440 +[2025-03-25 00:00:51,625 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2322 +[2025-03-25 00:00:51,678 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9113 +[2025-03-25 00:00:51,702 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7376 +[2025-03-25 00:00:51,738 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5935 +[2025-03-25 00:00:51,772 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.1905 +[2025-03-25 00:00:51,800 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.3223 +[2025-03-25 00:00:51,826 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4285 +[2025-03-25 00:00:51,876 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.0975 +[2025-03-25 00:00:51,915 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.5490 +[2025-03-25 00:00:51,962 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6180 +[2025-03-25 00:00:52,008 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5538 +[2025-03-25 00:00:52,044 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5764 +[2025-03-25 00:00:52,088 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7380 +[2025-03-25 00:00:52,113 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.5698 +[2025-03-25 00:00:52,165 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5573 +[2025-03-25 00:00:52,188 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9625 +[2025-03-25 00:00:53,244 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:00:53,244 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:00:53,244 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:00:53,244 INFO hook.py line 689 3155176] wall : 0.7667 0.9303 +[2025-03-25 00:00:53,244 INFO hook.py line 689 3155176] floor : 0.9521 0.9893 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] cabinet : 0.4062 0.6000 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] bed : 0.5024 0.8487 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] chair : 0.8177 0.8558 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] sofa : 0.6147 0.8726 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] table : 0.6007 0.7343 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] door : 0.4143 0.4495 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] window : 0.4280 0.5386 +[2025-03-25 00:00:53,245 INFO hook.py line 689 3155176] bookshelf : 0.6336 0.7299 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] picture : 0.2648 0.3216 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] counter : 0.4919 0.7277 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] desk : 0.4007 0.5410 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] curtain : 0.4213 0.4410 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] refridgerator : 0.3892 0.4427 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] shower curtain : 0.5629 0.6339 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] toilet : 0.8705 0.9059 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] sink : 0.5238 0.5959 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] bathtub : 0.8614 0.9178 +[2025-03-25 00:00:53,246 INFO hook.py line 689 3155176] otherfurniture : 0.2401 0.3029 +[2025-03-25 00:00:53,246 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:00:53,247 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5581/0.6690/0.8246. +[2025-03-25 00:00:53,248 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:00:53,266 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:00:53,267 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:01:03,541 INFO misc.py line 135 3155176] Train result: loss: 0.5155 +[2025-03-25 00:01:03,647 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:01:13,343 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1340 +[2025-03-25 00:01:14,595 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0921 +[2025-03-25 00:01:14,630 INFO hook.py line 748 3155176] Test: [3/78] Loss 1.1297 +[2025-03-25 00:01:14,673 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6996 +[2025-03-25 00:01:14,707 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8567 +[2025-03-25 00:01:14,856 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.8055 +[2025-03-25 00:01:14,908 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5739 +[2025-03-25 00:01:14,931 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3820 +[2025-03-25 00:01:14,976 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.6283 +[2025-03-25 00:01:15,010 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.3740 +[2025-03-25 00:01:15,054 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5975 +[2025-03-25 00:01:15,082 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1923 +[2025-03-25 00:01:15,128 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3865 +[2025-03-25 00:01:15,161 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4329 +[2025-03-25 00:01:15,195 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9082 +[2025-03-25 00:01:15,235 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1805 +[2025-03-25 00:01:15,271 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2756 +[2025-03-25 00:01:15,302 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2187 +[2025-03-25 00:01:15,344 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0037 +[2025-03-25 00:01:15,376 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3347 +[2025-03-25 00:01:15,410 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3103 +[2025-03-25 00:01:15,446 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5891 +[2025-03-25 00:01:15,476 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8722 +[2025-03-25 00:01:15,516 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6798 +[2025-03-25 00:01:15,558 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3805 +[2025-03-25 00:01:15,593 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0116 +[2025-03-25 00:01:15,641 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3763 +[2025-03-25 00:01:15,670 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6001 +[2025-03-25 00:01:15,696 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3207 +[2025-03-25 00:01:15,751 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8565 +[2025-03-25 00:01:15,805 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5491 +[2025-03-25 00:01:15,836 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8255 +[2025-03-25 00:01:15,888 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5391 +[2025-03-25 00:01:15,928 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1049 +[2025-03-25 00:01:15,961 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9225 +[2025-03-25 00:01:15,994 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1031 +[2025-03-25 00:01:16,030 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7332 +[2025-03-25 00:01:16,060 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5700 +[2025-03-25 00:01:16,117 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0130 +[2025-03-25 00:01:16,162 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8570 +[2025-03-25 00:01:16,201 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0082 +[2025-03-25 00:01:16,228 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2324 +[2025-03-25 00:01:16,258 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2240 +[2025-03-25 00:01:16,312 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6592 +[2025-03-25 00:01:16,350 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7065 +[2025-03-25 00:01:16,393 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.5655 +[2025-03-25 00:01:16,432 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2992 +[2025-03-25 00:01:16,465 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.8473 +[2025-03-25 00:01:16,497 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3608 +[2025-03-25 00:01:16,528 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.4978 +[2025-03-25 00:01:16,559 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.7939 +[2025-03-25 00:01:16,600 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9270 +[2025-03-25 00:01:16,627 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9992 +[2025-03-25 00:01:16,662 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.1138 +[2025-03-25 00:01:16,699 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1049 +[2025-03-25 00:01:16,735 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4307 +[2025-03-25 00:01:16,763 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.2104 +[2025-03-25 00:01:16,785 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8468 +[2025-03-25 00:01:16,820 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9721 +[2025-03-25 00:01:16,849 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4091 +[2025-03-25 00:01:16,870 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7071 +[2025-03-25 00:01:16,900 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9821 +[2025-03-25 00:01:16,932 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.0224 +[2025-03-25 00:01:16,984 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.0163 +[2025-03-25 00:01:17,008 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4205 +[2025-03-25 00:01:17,044 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0914 +[2025-03-25 00:01:17,078 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9164 +[2025-03-25 00:01:17,106 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.3687 +[2025-03-25 00:01:17,132 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4174 +[2025-03-25 00:01:17,182 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2211 +[2025-03-25 00:01:17,220 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2283 +[2025-03-25 00:01:17,268 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4729 +[2025-03-25 00:01:17,314 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5548 +[2025-03-25 00:01:17,350 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9343 +[2025-03-25 00:01:17,394 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5902 +[2025-03-25 00:01:17,419 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9822 +[2025-03-25 00:01:17,471 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7139 +[2025-03-25 00:01:17,495 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5400 +[2025-03-25 00:01:18,496 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:01:18,496 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:01:18,496 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] wall : 0.7792 0.9332 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] floor : 0.9537 0.9821 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] cabinet : 0.4722 0.5978 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] bed : 0.6157 0.8016 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] chair : 0.8289 0.8990 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] sofa : 0.6995 0.7821 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] table : 0.5937 0.8132 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] door : 0.4681 0.5374 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] window : 0.4069 0.5140 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] bookshelf : 0.6060 0.7871 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] picture : 0.2869 0.3915 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] counter : 0.4475 0.6656 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] desk : 0.4470 0.6730 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] curtain : 0.5016 0.6759 +[2025-03-25 00:01:18,496 INFO hook.py line 689 3155176] refridgerator : 0.3436 0.4434 +[2025-03-25 00:01:18,497 INFO hook.py line 689 3155176] shower curtain : 0.5857 0.6394 +[2025-03-25 00:01:18,497 INFO hook.py line 689 3155176] toilet : 0.8628 0.8949 +[2025-03-25 00:01:18,497 INFO hook.py line 689 3155176] sink : 0.5391 0.6608 +[2025-03-25 00:01:18,497 INFO hook.py line 689 3155176] bathtub : 0.8031 0.8294 +[2025-03-25 00:01:18,497 INFO hook.py line 689 3155176] otherfurniture : 0.2972 0.3228 +[2025-03-25 00:01:18,497 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:01:18,497 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5769/0.6922/0.8387. +[2025-03-25 00:01:18,497 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:01:18,508 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:01:18,509 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:01:29,066 INFO misc.py line 135 3155176] Train result: loss: 0.4959 +[2025-03-25 00:01:29,181 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:01:39,651 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1177 +[2025-03-25 00:01:39,692 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1968 +[2025-03-25 00:01:39,739 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4584 +[2025-03-25 00:01:40,111 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6264 +[2025-03-25 00:01:40,158 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4138 +[2025-03-25 00:01:40,207 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9007 +[2025-03-25 00:01:40,254 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5342 +[2025-03-25 00:01:40,279 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2863 +[2025-03-25 00:01:40,321 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3989 +[2025-03-25 00:01:40,350 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9942 +[2025-03-25 00:01:40,393 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6846 +[2025-03-25 00:01:40,499 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0978 +[2025-03-25 00:01:40,549 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3927 +[2025-03-25 00:01:40,581 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6868 +[2025-03-25 00:01:40,621 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.5818 +[2025-03-25 00:01:40,661 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3647 +[2025-03-25 00:01:40,697 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1495 +[2025-03-25 00:01:40,729 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9094 +[2025-03-25 00:01:40,768 INFO hook.py line 748 3155176] Test: [19/78] Loss 0.8843 +[2025-03-25 00:01:40,799 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9019 +[2025-03-25 00:01:40,832 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3062 +[2025-03-25 00:01:40,870 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.0505 +[2025-03-25 00:01:40,895 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1941 +[2025-03-25 00:01:40,935 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7165 +[2025-03-25 00:01:40,980 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1769 +[2025-03-25 00:01:41,014 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7709 +[2025-03-25 00:01:41,063 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0825 +[2025-03-25 00:01:41,092 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8929 +[2025-03-25 00:01:41,117 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3338 +[2025-03-25 00:01:41,167 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7246 +[2025-03-25 00:01:41,221 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5789 +[2025-03-25 00:01:41,259 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8827 +[2025-03-25 00:01:41,311 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4245 +[2025-03-25 00:01:41,349 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0272 +[2025-03-25 00:01:41,380 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.5040 +[2025-03-25 00:01:41,414 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0303 +[2025-03-25 00:01:41,448 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7160 +[2025-03-25 00:01:41,473 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5090 +[2025-03-25 00:01:41,530 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7110 +[2025-03-25 00:01:41,573 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0520 +[2025-03-25 00:01:41,612 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9730 +[2025-03-25 00:01:41,637 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2081 +[2025-03-25 00:01:41,668 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1330 +[2025-03-25 00:01:41,719 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7469 +[2025-03-25 00:01:41,748 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.9184 +[2025-03-25 00:01:41,790 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6373 +[2025-03-25 00:01:41,835 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9042 +[2025-03-25 00:01:41,866 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6058 +[2025-03-25 00:01:41,899 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.1895 +[2025-03-25 00:01:41,939 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7547 +[2025-03-25 00:01:41,978 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.5019 +[2025-03-25 00:01:42,011 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0288 +[2025-03-25 00:01:42,039 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5451 +[2025-03-25 00:01:42,078 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.2438 +[2025-03-25 00:01:42,112 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1611 +[2025-03-25 00:01:42,150 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3940 +[2025-03-25 00:01:42,178 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6822 +[2025-03-25 00:01:42,200 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7150 +[2025-03-25 00:01:42,235 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9402 +[2025-03-25 00:01:42,265 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2091 +[2025-03-25 00:01:42,286 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1096 +[2025-03-25 00:01:42,315 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8660 +[2025-03-25 00:01:42,348 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1643 +[2025-03-25 00:01:42,400 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7212 +[2025-03-25 00:01:42,424 INFO hook.py line 748 3155176] Test: [65/78] Loss 2.0662 +[2025-03-25 00:01:42,460 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5555 +[2025-03-25 00:01:42,495 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0705 +[2025-03-25 00:01:42,523 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8002 +[2025-03-25 00:01:42,549 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3513 +[2025-03-25 00:01:42,599 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5562 +[2025-03-25 00:01:42,638 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.7818 +[2025-03-25 00:01:42,686 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3904 +[2025-03-25 00:01:42,731 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7243 +[2025-03-25 00:01:42,768 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.3589 +[2025-03-25 00:01:42,812 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6598 +[2025-03-25 00:01:42,837 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0159 +[2025-03-25 00:01:42,889 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5084 +[2025-03-25 00:01:42,912 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.2776 +[2025-03-25 00:01:43,898 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:01:43,899 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:01:43,899 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] wall : 0.7758 0.9271 +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] floor : 0.9581 0.9831 +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] cabinet : 0.4500 0.5786 +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] bed : 0.5679 0.8655 +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] chair : 0.8462 0.8973 +[2025-03-25 00:01:43,899 INFO hook.py line 689 3155176] sofa : 0.6796 0.8355 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] table : 0.5763 0.7279 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] door : 0.5008 0.6411 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] window : 0.4414 0.6089 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] bookshelf : 0.5701 0.6220 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] picture : 0.2970 0.3922 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] counter : 0.5178 0.7001 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] desk : 0.5004 0.7814 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] curtain : 0.3477 0.3515 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] refridgerator : 0.3722 0.3925 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] shower curtain : 0.5637 0.6447 +[2025-03-25 00:01:43,900 INFO hook.py line 689 3155176] toilet : 0.8635 0.9267 +[2025-03-25 00:01:43,901 INFO hook.py line 689 3155176] sink : 0.5259 0.5798 +[2025-03-25 00:01:43,901 INFO hook.py line 689 3155176] bathtub : 0.8547 0.9274 +[2025-03-25 00:01:43,901 INFO hook.py line 689 3155176] otherfurniture : 0.2800 0.3398 +[2025-03-25 00:01:43,901 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:01:43,901 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5745/0.6862/0.8358. +[2025-03-25 00:01:43,902 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:01:43,915 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:01:43,915 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:01:54,354 INFO misc.py line 135 3155176] Train result: loss: 0.4508 +[2025-03-25 00:01:54,452 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:02:04,975 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1790 +[2025-03-25 00:02:05,019 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8911 +[2025-03-25 00:02:05,231 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7169 +[2025-03-25 00:02:05,275 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6948 +[2025-03-25 00:02:05,308 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3409 +[2025-03-25 00:02:05,360 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4852 +[2025-03-25 00:02:05,407 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4969 +[2025-03-25 00:02:05,435 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4126 +[2025-03-25 00:02:05,747 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3023 +[2025-03-25 00:02:05,779 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2324 +[2025-03-25 00:02:06,022 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6666 +[2025-03-25 00:02:06,053 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9471 +[2025-03-25 00:02:06,105 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.4147 +[2025-03-25 00:02:06,137 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.9207 +[2025-03-25 00:02:06,172 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.2819 +[2025-03-25 00:02:06,212 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2184 +[2025-03-25 00:02:06,248 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1699 +[2025-03-25 00:02:06,285 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6417 +[2025-03-25 00:02:06,326 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6914 +[2025-03-25 00:02:06,364 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2219 +[2025-03-25 00:02:06,396 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4251 +[2025-03-25 00:02:06,433 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9236 +[2025-03-25 00:02:06,468 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7953 +[2025-03-25 00:02:06,509 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1557 +[2025-03-25 00:02:06,557 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.7376 +[2025-03-25 00:02:06,592 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8789 +[2025-03-25 00:02:06,640 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6724 +[2025-03-25 00:02:06,669 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5767 +[2025-03-25 00:02:06,696 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2740 +[2025-03-25 00:02:06,748 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6318 +[2025-03-25 00:02:06,804 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4150 +[2025-03-25 00:02:06,841 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4501 +[2025-03-25 00:02:06,896 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4117 +[2025-03-25 00:02:06,934 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.3279 +[2025-03-25 00:02:06,970 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6751 +[2025-03-25 00:02:07,003 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0378 +[2025-03-25 00:02:07,038 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5406 +[2025-03-25 00:02:07,067 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5153 +[2025-03-25 00:02:07,126 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9144 +[2025-03-25 00:02:07,169 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8407 +[2025-03-25 00:02:07,207 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.6580 +[2025-03-25 00:02:07,233 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.4269 +[2025-03-25 00:02:07,265 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1978 +[2025-03-25 00:02:07,320 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6087 +[2025-03-25 00:02:07,351 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6676 +[2025-03-25 00:02:07,394 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.8007 +[2025-03-25 00:02:07,439 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2596 +[2025-03-25 00:02:07,470 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5821 +[2025-03-25 00:02:07,502 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4830 +[2025-03-25 00:02:07,534 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8923 +[2025-03-25 00:02:07,566 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3243 +[2025-03-25 00:02:07,604 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8832 +[2025-03-25 00:02:07,635 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7364 +[2025-03-25 00:02:07,670 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.6045 +[2025-03-25 00:02:07,706 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0731 +[2025-03-25 00:02:07,742 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3595 +[2025-03-25 00:02:07,771 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5894 +[2025-03-25 00:02:07,793 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6644 +[2025-03-25 00:02:07,828 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.8723 +[2025-03-25 00:02:07,858 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2997 +[2025-03-25 00:02:07,879 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8808 +[2025-03-25 00:02:07,908 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0354 +[2025-03-25 00:02:07,941 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5821 +[2025-03-25 00:02:07,993 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4847 +[2025-03-25 00:02:08,016 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.9751 +[2025-03-25 00:02:08,052 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5764 +[2025-03-25 00:02:08,087 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7150 +[2025-03-25 00:02:08,115 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9131 +[2025-03-25 00:02:08,141 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4124 +[2025-03-25 00:02:08,190 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5505 +[2025-03-25 00:02:08,229 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1362 +[2025-03-25 00:02:08,277 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5198 +[2025-03-25 00:02:08,322 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5294 +[2025-03-25 00:02:08,358 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5165 +[2025-03-25 00:02:08,403 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7512 +[2025-03-25 00:02:08,427 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.6522 +[2025-03-25 00:02:08,479 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9984 +[2025-03-25 00:02:08,503 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.1043 +[2025-03-25 00:02:09,552 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:02:09,552 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:02:09,552 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:02:09,552 INFO hook.py line 689 3155176] wall : 0.7825 0.9008 +[2025-03-25 00:02:09,552 INFO hook.py line 689 3155176] floor : 0.9598 0.9847 +[2025-03-25 00:02:09,552 INFO hook.py line 689 3155176] cabinet : 0.4846 0.5961 +[2025-03-25 00:02:09,552 INFO hook.py line 689 3155176] bed : 0.6502 0.8262 +[2025-03-25 00:02:09,552 INFO hook.py line 689 3155176] chair : 0.8262 0.8980 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] sofa : 0.7144 0.8693 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] table : 0.5720 0.6959 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] door : 0.4921 0.6696 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] window : 0.4224 0.6499 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] bookshelf : 0.6748 0.8225 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] picture : 0.3152 0.4439 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] counter : 0.5259 0.6199 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] desk : 0.4684 0.7932 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] curtain : 0.4803 0.5703 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] refridgerator : 0.3978 0.4190 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] shower curtain : 0.6038 0.7739 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] toilet : 0.8778 0.9602 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] sink : 0.5022 0.5585 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] bathtub : 0.8722 0.9027 +[2025-03-25 00:02:09,553 INFO hook.py line 689 3155176] otherfurniture : 0.3043 0.3633 +[2025-03-25 00:02:09,553 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:02:09,553 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5963/0.7159/0.8411. +[2025-03-25 00:02:09,554 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:02:09,568 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:02:09,569 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:02:19,861 INFO misc.py line 135 3155176] Train result: loss: 0.4894 +[2025-03-25 00:02:19,968 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:02:30,368 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1383 +[2025-03-25 00:02:30,740 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9540 +[2025-03-25 00:02:30,771 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6700 +[2025-03-25 00:02:30,815 INFO hook.py line 748 3155176] Test: [4/78] Loss 1.0344 +[2025-03-25 00:02:31,107 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4974 +[2025-03-25 00:02:31,153 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3418 +[2025-03-25 00:02:31,201 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.8047 +[2025-03-25 00:02:31,228 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3636 +[2025-03-25 00:02:31,267 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2638 +[2025-03-25 00:02:31,298 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9817 +[2025-03-25 00:02:31,614 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6873 +[2025-03-25 00:02:31,657 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9342 +[2025-03-25 00:02:31,702 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7955 +[2025-03-25 00:02:31,739 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3428 +[2025-03-25 00:02:31,777 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8939 +[2025-03-25 00:02:31,817 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1623 +[2025-03-25 00:02:31,853 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2026 +[2025-03-25 00:02:31,894 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0556 +[2025-03-25 00:02:31,934 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0322 +[2025-03-25 00:02:31,963 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6611 +[2025-03-25 00:02:31,995 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2894 +[2025-03-25 00:02:32,032 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4640 +[2025-03-25 00:02:32,068 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8876 +[2025-03-25 00:02:32,109 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.2000 +[2025-03-25 00:02:32,147 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2862 +[2025-03-25 00:02:32,183 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9201 +[2025-03-25 00:02:32,232 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4218 +[2025-03-25 00:02:32,262 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6254 +[2025-03-25 00:02:32,288 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3380 +[2025-03-25 00:02:32,340 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8280 +[2025-03-25 00:02:32,396 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6161 +[2025-03-25 00:02:32,427 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6391 +[2025-03-25 00:02:32,478 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.6853 +[2025-03-25 00:02:32,517 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.2184 +[2025-03-25 00:02:32,550 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8062 +[2025-03-25 00:02:32,594 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.4405 +[2025-03-25 00:02:32,626 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6524 +[2025-03-25 00:02:32,653 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4362 +[2025-03-25 00:02:32,710 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5318 +[2025-03-25 00:02:32,754 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0262 +[2025-03-25 00:02:32,795 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2378 +[2025-03-25 00:02:32,827 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3475 +[2025-03-25 00:02:32,858 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.3021 +[2025-03-25 00:02:32,912 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7390 +[2025-03-25 00:02:32,942 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8398 +[2025-03-25 00:02:32,983 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7228 +[2025-03-25 00:02:33,029 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0252 +[2025-03-25 00:02:33,061 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9333 +[2025-03-25 00:02:33,093 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8824 +[2025-03-25 00:02:33,124 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3918 +[2025-03-25 00:02:33,161 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.6148 +[2025-03-25 00:02:33,199 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1843 +[2025-03-25 00:02:33,228 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9123 +[2025-03-25 00:02:33,263 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7554 +[2025-03-25 00:02:33,297 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0564 +[2025-03-25 00:02:33,334 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5740 +[2025-03-25 00:02:33,362 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.3627 +[2025-03-25 00:02:33,385 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6845 +[2025-03-25 00:02:33,420 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9886 +[2025-03-25 00:02:33,449 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1173 +[2025-03-25 00:02:33,469 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7155 +[2025-03-25 00:02:33,499 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0488 +[2025-03-25 00:02:33,531 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2761 +[2025-03-25 00:02:33,583 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8911 +[2025-03-25 00:02:33,607 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.1970 +[2025-03-25 00:02:33,643 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.2478 +[2025-03-25 00:02:33,678 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0259 +[2025-03-25 00:02:33,706 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1700 +[2025-03-25 00:02:33,731 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.2782 +[2025-03-25 00:02:33,781 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6024 +[2025-03-25 00:02:33,820 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1467 +[2025-03-25 00:02:33,868 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3765 +[2025-03-25 00:02:33,913 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7513 +[2025-03-25 00:02:33,950 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5505 +[2025-03-25 00:02:33,994 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5170 +[2025-03-25 00:02:34,018 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.2062 +[2025-03-25 00:02:34,071 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6387 +[2025-03-25 00:02:34,094 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7203 +[2025-03-25 00:02:35,086 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:02:35,086 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:02:35,086 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] wall : 0.7784 0.9089 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] floor : 0.9519 0.9864 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] cabinet : 0.4373 0.5907 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] bed : 0.6395 0.7617 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] chair : 0.8267 0.9150 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] sofa : 0.6888 0.7370 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] table : 0.5981 0.7631 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] door : 0.4608 0.5701 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] window : 0.3748 0.4352 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] bookshelf : 0.4860 0.9220 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] picture : 0.2853 0.4234 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] counter : 0.4995 0.6235 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] desk : 0.3739 0.4817 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] curtain : 0.5463 0.6906 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] refridgerator : 0.3380 0.3875 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] shower curtain : 0.4733 0.5229 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] toilet : 0.8740 0.9150 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] sink : 0.5053 0.5760 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] bathtub : 0.8221 0.8647 +[2025-03-25 00:02:35,086 INFO hook.py line 689 3155176] otherfurniture : 0.2708 0.3500 +[2025-03-25 00:02:35,087 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:02:35,087 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5615/0.6713/0.8291. +[2025-03-25 00:02:35,087 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:02:35,102 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:02:35,102 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:02:45,660 INFO misc.py line 135 3155176] Train result: loss: 0.4684 +[2025-03-25 00:02:45,742 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:02:56,418 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1111 +[2025-03-25 00:02:56,654 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8193 +[2025-03-25 00:02:56,690 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5176 +[2025-03-25 00:02:56,818 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6690 +[2025-03-25 00:02:56,855 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3698 +[2025-03-25 00:02:56,903 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0600 +[2025-03-25 00:02:56,949 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4533 +[2025-03-25 00:02:56,974 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4160 +[2025-03-25 00:02:57,021 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3026 +[2025-03-25 00:02:57,053 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6566 +[2025-03-25 00:02:57,095 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5581 +[2025-03-25 00:02:57,127 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1310 +[2025-03-25 00:02:57,171 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.6904 +[2025-03-25 00:02:57,205 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.0838 +[2025-03-25 00:02:57,241 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5746 +[2025-03-25 00:02:57,290 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1300 +[2025-03-25 00:02:57,324 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1551 +[2025-03-25 00:02:57,357 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.8493 +[2025-03-25 00:02:57,398 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3518 +[2025-03-25 00:02:57,428 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6174 +[2025-03-25 00:02:57,459 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3419 +[2025-03-25 00:02:57,494 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7014 +[2025-03-25 00:02:57,519 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0048 +[2025-03-25 00:02:57,566 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9030 +[2025-03-25 00:02:57,603 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9937 +[2025-03-25 00:02:57,640 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8537 +[2025-03-25 00:02:57,687 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7078 +[2025-03-25 00:02:57,717 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6565 +[2025-03-25 00:02:57,755 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3192 +[2025-03-25 00:02:57,805 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8354 +[2025-03-25 00:02:57,859 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.3110 +[2025-03-25 00:02:57,889 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.1321 +[2025-03-25 00:02:57,937 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3712 +[2025-03-25 00:02:57,971 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1203 +[2025-03-25 00:02:58,008 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6694 +[2025-03-25 00:02:58,040 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9585 +[2025-03-25 00:02:58,074 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5372 +[2025-03-25 00:02:58,104 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3439 +[2025-03-25 00:02:58,161 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9266 +[2025-03-25 00:02:58,202 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.3449 +[2025-03-25 00:02:58,245 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3881 +[2025-03-25 00:02:58,270 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.4213 +[2025-03-25 00:02:58,301 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1548 +[2025-03-25 00:02:58,357 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6723 +[2025-03-25 00:02:58,387 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6275 +[2025-03-25 00:02:58,428 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6866 +[2025-03-25 00:02:58,463 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1880 +[2025-03-25 00:02:58,496 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5781 +[2025-03-25 00:02:58,529 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6419 +[2025-03-25 00:02:58,562 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2606 +[2025-03-25 00:02:58,593 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1565 +[2025-03-25 00:02:58,628 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2139 +[2025-03-25 00:02:58,667 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7640 +[2025-03-25 00:02:58,703 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8112 +[2025-03-25 00:02:58,737 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0548 +[2025-03-25 00:02:58,773 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3562 +[2025-03-25 00:02:58,801 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.9981 +[2025-03-25 00:02:58,824 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8714 +[2025-03-25 00:02:58,858 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9408 +[2025-03-25 00:02:58,887 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3658 +[2025-03-25 00:02:58,908 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9011 +[2025-03-25 00:02:58,938 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8568 +[2025-03-25 00:02:58,970 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4804 +[2025-03-25 00:02:59,022 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9585 +[2025-03-25 00:02:59,046 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3885 +[2025-03-25 00:02:59,081 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7307 +[2025-03-25 00:02:59,116 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9899 +[2025-03-25 00:02:59,144 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0431 +[2025-03-25 00:02:59,170 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4177 +[2025-03-25 00:02:59,220 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5500 +[2025-03-25 00:02:59,259 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2933 +[2025-03-25 00:02:59,306 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6728 +[2025-03-25 00:02:59,352 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4835 +[2025-03-25 00:02:59,388 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7348 +[2025-03-25 00:02:59,432 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6901 +[2025-03-25 00:02:59,457 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.6086 +[2025-03-25 00:02:59,509 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0312 +[2025-03-25 00:02:59,532 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9635 +[2025-03-25 00:03:00,580 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:03:00,580 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:03:00,581 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] wall : 0.7778 0.9362 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] floor : 0.9579 0.9843 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] cabinet : 0.4781 0.6125 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] bed : 0.6187 0.7313 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] chair : 0.8160 0.9168 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] sofa : 0.6954 0.8291 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] table : 0.5952 0.7129 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] door : 0.5203 0.6328 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] window : 0.4505 0.6683 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] bookshelf : 0.6209 0.6490 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] picture : 0.1685 0.1776 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] counter : 0.5564 0.6742 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] desk : 0.4633 0.7744 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] curtain : 0.4944 0.5280 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] refridgerator : 0.3675 0.3792 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] shower curtain : 0.6397 0.7333 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] toilet : 0.8676 0.9635 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] sink : 0.5371 0.6056 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] bathtub : 0.8426 0.8892 +[2025-03-25 00:03:00,581 INFO hook.py line 689 3155176] otherfurniture : 0.2716 0.3252 +[2025-03-25 00:03:00,581 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:03:00,581 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5870/0.6862/0.8410. +[2025-03-25 00:03:00,582 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:03:00,596 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:03:00,596 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:03:10,997 INFO misc.py line 135 3155176] Train result: loss: 0.4323 +[2025-03-25 00:03:11,097 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:03:21,761 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1342 +[2025-03-25 00:03:22,114 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9400 +[2025-03-25 00:03:22,157 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5804 +[2025-03-25 00:03:22,202 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5775 +[2025-03-25 00:03:22,241 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3989 +[2025-03-25 00:03:22,287 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2080 +[2025-03-25 00:03:22,333 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3424 +[2025-03-25 00:03:22,359 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5041 +[2025-03-25 00:03:22,402 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2359 +[2025-03-25 00:03:22,435 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9840 +[2025-03-25 00:03:22,476 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7066 +[2025-03-25 00:03:22,506 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.4267 +[2025-03-25 00:03:22,551 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2275 +[2025-03-25 00:03:22,586 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2719 +[2025-03-25 00:03:22,619 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0690 +[2025-03-25 00:03:22,658 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2779 +[2025-03-25 00:03:22,695 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1988 +[2025-03-25 00:03:22,730 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.4024 +[2025-03-25 00:03:22,773 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.5483 +[2025-03-25 00:03:22,801 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9342 +[2025-03-25 00:03:22,832 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2923 +[2025-03-25 00:03:22,868 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9651 +[2025-03-25 00:03:22,892 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8725 +[2025-03-25 00:03:22,932 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.2046 +[2025-03-25 00:03:22,975 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0196 +[2025-03-25 00:03:23,009 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0120 +[2025-03-25 00:03:23,058 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.2218 +[2025-03-25 00:03:23,088 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8071 +[2025-03-25 00:03:23,121 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4343 +[2025-03-25 00:03:23,170 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8905 +[2025-03-25 00:03:23,223 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5383 +[2025-03-25 00:03:23,255 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.0856 +[2025-03-25 00:03:23,304 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5661 +[2025-03-25 00:03:23,341 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9120 +[2025-03-25 00:03:23,376 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6044 +[2025-03-25 00:03:23,409 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0702 +[2025-03-25 00:03:23,443 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6748 +[2025-03-25 00:03:23,468 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4353 +[2025-03-25 00:03:23,526 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9058 +[2025-03-25 00:03:23,569 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.4849 +[2025-03-25 00:03:23,608 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1084 +[2025-03-25 00:03:23,635 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1565 +[2025-03-25 00:03:23,668 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1782 +[2025-03-25 00:03:23,722 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6676 +[2025-03-25 00:03:23,758 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.5734 +[2025-03-25 00:03:23,800 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6632 +[2025-03-25 00:03:23,839 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0370 +[2025-03-25 00:03:23,870 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7779 +[2025-03-25 00:03:23,902 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7999 +[2025-03-25 00:03:23,934 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9809 +[2025-03-25 00:03:23,964 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8589 +[2025-03-25 00:03:23,996 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1664 +[2025-03-25 00:03:24,033 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6582 +[2025-03-25 00:03:24,068 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7279 +[2025-03-25 00:03:24,106 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0569 +[2025-03-25 00:03:24,142 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3885 +[2025-03-25 00:03:24,170 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6492 +[2025-03-25 00:03:24,193 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7604 +[2025-03-25 00:03:24,228 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0862 +[2025-03-25 00:03:24,258 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3196 +[2025-03-25 00:03:24,281 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1289 +[2025-03-25 00:03:24,310 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0914 +[2025-03-25 00:03:24,342 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6259 +[2025-03-25 00:03:24,394 INFO hook.py line 748 3155176] Test: [64/78] Loss 2.1123 +[2025-03-25 00:03:24,419 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7636 +[2025-03-25 00:03:24,455 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5470 +[2025-03-25 00:03:24,489 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9738 +[2025-03-25 00:03:24,518 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1359 +[2025-03-25 00:03:24,543 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3614 +[2025-03-25 00:03:24,593 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3970 +[2025-03-25 00:03:24,632 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9888 +[2025-03-25 00:03:24,679 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4296 +[2025-03-25 00:03:24,724 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7617 +[2025-03-25 00:03:24,762 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6794 +[2025-03-25 00:03:24,807 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.8141 +[2025-03-25 00:03:24,831 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0003 +[2025-03-25 00:03:24,884 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.1131 +[2025-03-25 00:03:24,907 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7906 +[2025-03-25 00:03:25,936 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:03:25,936 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:03:25,936 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] wall : 0.7690 0.9066 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] floor : 0.9481 0.9874 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] cabinet : 0.4638 0.6619 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] bed : 0.7029 0.7631 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] chair : 0.8003 0.8370 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] sofa : 0.6317 0.9016 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] table : 0.5692 0.7079 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] door : 0.4704 0.7288 +[2025-03-25 00:03:25,936 INFO hook.py line 689 3155176] window : 0.4006 0.5950 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] bookshelf : 0.6763 0.7307 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] picture : 0.2386 0.2675 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] counter : 0.5666 0.7043 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] desk : 0.4394 0.6912 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] curtain : 0.5250 0.5495 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] refridgerator : 0.4054 0.4376 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] shower curtain : 0.6414 0.6844 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] toilet : 0.8936 0.9192 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] sink : 0.5223 0.5906 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] bathtub : 0.8651 0.8889 +[2025-03-25 00:03:25,937 INFO hook.py line 689 3155176] otherfurniture : 0.2706 0.2891 +[2025-03-25 00:03:25,937 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:03:25,937 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5900/0.6921/0.8326. +[2025-03-25 00:03:25,938 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:03:25,953 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:03:25,953 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:03:36,498 INFO misc.py line 135 3155176] Train result: loss: 0.4981 +[2025-03-25 00:03:36,583 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:03:47,011 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1506 +[2025-03-25 00:03:47,051 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8329 +[2025-03-25 00:03:47,235 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7702 +[2025-03-25 00:03:47,284 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6682 +[2025-03-25 00:03:47,318 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4126 +[2025-03-25 00:03:47,906 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.6808 +[2025-03-25 00:03:47,955 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.7661 +[2025-03-25 00:03:47,989 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3973 +[2025-03-25 00:03:48,064 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1704 +[2025-03-25 00:03:48,096 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8635 +[2025-03-25 00:03:48,137 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5745 +[2025-03-25 00:03:48,173 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.5109 +[2025-03-25 00:03:48,217 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.4612 +[2025-03-25 00:03:48,250 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.1449 +[2025-03-25 00:03:48,285 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.7044 +[2025-03-25 00:03:48,324 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1904 +[2025-03-25 00:03:48,359 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2682 +[2025-03-25 00:03:48,387 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3806 +[2025-03-25 00:03:48,431 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2011 +[2025-03-25 00:03:48,461 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1171 +[2025-03-25 00:03:48,493 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2996 +[2025-03-25 00:03:48,529 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9022 +[2025-03-25 00:03:48,554 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1004 +[2025-03-25 00:03:48,595 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.5244 +[2025-03-25 00:03:48,637 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9741 +[2025-03-25 00:03:48,675 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9356 +[2025-03-25 00:03:48,724 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.9456 +[2025-03-25 00:03:48,753 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7528 +[2025-03-25 00:03:48,784 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2874 +[2025-03-25 00:03:48,836 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0431 +[2025-03-25 00:03:48,891 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5039 +[2025-03-25 00:03:48,923 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6810 +[2025-03-25 00:03:48,972 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.7233 +[2025-03-25 00:03:49,009 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9914 +[2025-03-25 00:03:49,046 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8297 +[2025-03-25 00:03:49,085 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.7035 +[2025-03-25 00:03:49,117 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7376 +[2025-03-25 00:03:49,147 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3971 +[2025-03-25 00:03:49,204 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0972 +[2025-03-25 00:03:49,249 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9071 +[2025-03-25 00:03:49,289 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0275 +[2025-03-25 00:03:49,315 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2408 +[2025-03-25 00:03:49,346 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1715 +[2025-03-25 00:03:49,396 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5527 +[2025-03-25 00:03:49,426 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7160 +[2025-03-25 00:03:49,470 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6743 +[2025-03-25 00:03:49,507 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6180 +[2025-03-25 00:03:49,543 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9269 +[2025-03-25 00:03:49,584 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8469 +[2025-03-25 00:03:49,617 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8973 +[2025-03-25 00:03:49,650 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.3123 +[2025-03-25 00:03:49,683 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.9841 +[2025-03-25 00:03:49,720 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7697 +[2025-03-25 00:03:49,761 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.3661 +[2025-03-25 00:03:49,797 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0598 +[2025-03-25 00:03:49,834 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5184 +[2025-03-25 00:03:49,862 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.1906 +[2025-03-25 00:03:49,884 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7722 +[2025-03-25 00:03:49,919 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9470 +[2025-03-25 00:03:49,948 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2539 +[2025-03-25 00:03:49,968 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8128 +[2025-03-25 00:03:49,998 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0210 +[2025-03-25 00:03:50,030 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1861 +[2025-03-25 00:03:50,082 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7859 +[2025-03-25 00:03:50,106 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7802 +[2025-03-25 00:03:50,142 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8136 +[2025-03-25 00:03:50,176 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7137 +[2025-03-25 00:03:50,205 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0923 +[2025-03-25 00:03:50,232 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4216 +[2025-03-25 00:03:50,282 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6013 +[2025-03-25 00:03:50,320 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1059 +[2025-03-25 00:03:50,368 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6400 +[2025-03-25 00:03:50,413 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9570 +[2025-03-25 00:03:50,450 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1867 +[2025-03-25 00:03:50,494 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7424 +[2025-03-25 00:03:50,518 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.2148 +[2025-03-25 00:03:50,570 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4400 +[2025-03-25 00:03:50,593 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.4647 +[2025-03-25 00:03:51,572 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:03:51,572 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:03:51,572 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] wall : 0.7818 0.9311 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] floor : 0.9565 0.9823 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] cabinet : 0.4402 0.6510 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] bed : 0.5581 0.5913 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] chair : 0.8328 0.8916 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] sofa : 0.7115 0.8347 +[2025-03-25 00:03:51,573 INFO hook.py line 689 3155176] table : 0.5427 0.8329 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] door : 0.4920 0.6355 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] window : 0.4083 0.5540 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] bookshelf : 0.6798 0.8380 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] picture : 0.2841 0.3949 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] counter : 0.5186 0.6615 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] desk : 0.3142 0.4304 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] curtain : 0.4281 0.4610 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] refridgerator : 0.4155 0.4706 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] shower curtain : 0.5819 0.7178 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] toilet : 0.8706 0.9479 +[2025-03-25 00:03:51,574 INFO hook.py line 689 3155176] sink : 0.4892 0.5347 +[2025-03-25 00:03:51,575 INFO hook.py line 689 3155176] bathtub : 0.8199 0.9036 +[2025-03-25 00:03:51,575 INFO hook.py line 689 3155176] otherfurniture : 0.2425 0.2653 +[2025-03-25 00:03:51,575 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:03:51,575 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5684/0.6765/0.8332. +[2025-03-25 00:03:51,576 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:03:51,583 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:03:51,583 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:04:02,038 INFO misc.py line 135 3155176] Train result: loss: 0.4500 +[2025-03-25 00:04:02,159 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:04:12,636 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.2013 +[2025-03-25 00:04:12,837 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.4359 +[2025-03-25 00:04:13,212 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7035 +[2025-03-25 00:04:13,273 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7334 +[2025-03-25 00:04:13,308 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6750 +[2025-03-25 00:04:13,363 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.6020 +[2025-03-25 00:04:13,410 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.7136 +[2025-03-25 00:04:13,443 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3934 +[2025-03-25 00:04:13,484 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1895 +[2025-03-25 00:04:13,512 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.1660 +[2025-03-25 00:04:13,553 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5250 +[2025-03-25 00:04:13,584 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0632 +[2025-03-25 00:04:13,629 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0895 +[2025-03-25 00:04:13,665 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.1683 +[2025-03-25 00:04:13,699 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.3608 +[2025-03-25 00:04:13,739 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1107 +[2025-03-25 00:04:13,774 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2189 +[2025-03-25 00:04:13,804 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7547 +[2025-03-25 00:04:13,845 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1731 +[2025-03-25 00:04:13,882 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0111 +[2025-03-25 00:04:13,914 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2977 +[2025-03-25 00:04:13,951 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8345 +[2025-03-25 00:04:13,985 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0183 +[2025-03-25 00:04:14,026 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.5098 +[2025-03-25 00:04:14,064 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5701 +[2025-03-25 00:04:14,103 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9166 +[2025-03-25 00:04:14,153 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4528 +[2025-03-25 00:04:14,183 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7938 +[2025-03-25 00:04:14,211 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3221 +[2025-03-25 00:04:14,264 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8672 +[2025-03-25 00:04:14,318 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4177 +[2025-03-25 00:04:14,353 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5623 +[2025-03-25 00:04:14,406 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5198 +[2025-03-25 00:04:14,444 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.8871 +[2025-03-25 00:04:14,486 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8120 +[2025-03-25 00:04:14,525 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1408 +[2025-03-25 00:04:14,559 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6226 +[2025-03-25 00:04:14,585 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3037 +[2025-03-25 00:04:14,643 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3031 +[2025-03-25 00:04:14,686 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0080 +[2025-03-25 00:04:14,724 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3265 +[2025-03-25 00:04:14,750 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1538 +[2025-03-25 00:04:14,782 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2930 +[2025-03-25 00:04:14,834 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6364 +[2025-03-25 00:04:14,865 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7051 +[2025-03-25 00:04:14,905 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6505 +[2025-03-25 00:04:14,950 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2474 +[2025-03-25 00:04:14,981 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9850 +[2025-03-25 00:04:15,013 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8214 +[2025-03-25 00:04:15,046 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8756 +[2025-03-25 00:04:15,074 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1120 +[2025-03-25 00:04:15,110 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.3311 +[2025-03-25 00:04:15,139 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.9148 +[2025-03-25 00:04:15,174 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.5211 +[2025-03-25 00:04:15,208 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0462 +[2025-03-25 00:04:15,245 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4494 +[2025-03-25 00:04:15,273 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8728 +[2025-03-25 00:04:15,295 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6465 +[2025-03-25 00:04:15,330 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.8392 +[2025-03-25 00:04:15,359 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2409 +[2025-03-25 00:04:15,380 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1194 +[2025-03-25 00:04:15,409 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.1402 +[2025-03-25 00:04:15,442 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5475 +[2025-03-25 00:04:15,494 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7555 +[2025-03-25 00:04:15,518 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4948 +[2025-03-25 00:04:15,553 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6199 +[2025-03-25 00:04:15,588 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8802 +[2025-03-25 00:04:15,617 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9764 +[2025-03-25 00:04:15,643 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3784 +[2025-03-25 00:04:15,692 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3993 +[2025-03-25 00:04:15,731 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0199 +[2025-03-25 00:04:15,779 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4507 +[2025-03-25 00:04:15,824 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0464 +[2025-03-25 00:04:15,860 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5300 +[2025-03-25 00:04:15,904 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6101 +[2025-03-25 00:04:15,928 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0623 +[2025-03-25 00:04:15,981 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4088 +[2025-03-25 00:04:16,004 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9604 +[2025-03-25 00:04:16,992 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:04:16,992 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:04:16,992 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:04:16,992 INFO hook.py line 689 3155176] wall : 0.7770 0.9092 +[2025-03-25 00:04:16,992 INFO hook.py line 689 3155176] floor : 0.9594 0.9795 +[2025-03-25 00:04:16,992 INFO hook.py line 689 3155176] cabinet : 0.4454 0.5265 +[2025-03-25 00:04:16,992 INFO hook.py line 689 3155176] bed : 0.5977 0.8718 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] chair : 0.8397 0.9259 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] sofa : 0.7324 0.8486 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] table : 0.6168 0.7750 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] door : 0.4643 0.6395 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] window : 0.4244 0.5433 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] bookshelf : 0.5792 0.8629 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] picture : 0.2897 0.4175 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] counter : 0.5255 0.7467 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] desk : 0.5024 0.6776 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] curtain : 0.5372 0.6379 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] refridgerator : 0.3497 0.3735 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] shower curtain : 0.4390 0.4711 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] toilet : 0.8576 0.9417 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] sink : 0.5259 0.5831 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] bathtub : 0.8217 0.8337 +[2025-03-25 00:04:16,993 INFO hook.py line 689 3155176] otherfurniture : 0.2681 0.3164 +[2025-03-25 00:04:16,993 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:04:16,993 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5777/0.6941/0.8381. +[2025-03-25 00:04:16,993 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:04:17,005 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:04:17,006 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:04:27,285 INFO misc.py line 135 3155176] Train result: loss: 0.4640 +[2025-03-25 00:04:27,393 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:04:37,615 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1076 +[2025-03-25 00:04:38,094 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.6838 +[2025-03-25 00:04:38,145 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3836 +[2025-03-25 00:04:38,190 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6084 +[2025-03-25 00:04:38,220 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6653 +[2025-03-25 00:04:38,270 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.8516 +[2025-03-25 00:04:38,322 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3898 +[2025-03-25 00:04:38,711 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3116 +[2025-03-25 00:04:38,749 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3945 +[2025-03-25 00:04:38,796 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8089 +[2025-03-25 00:04:38,841 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6959 +[2025-03-25 00:04:38,870 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0945 +[2025-03-25 00:04:38,924 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.2652 +[2025-03-25 00:04:38,956 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6784 +[2025-03-25 00:04:38,996 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.6041 +[2025-03-25 00:04:39,035 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3300 +[2025-03-25 00:04:39,071 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1954 +[2025-03-25 00:04:39,103 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0699 +[2025-03-25 00:04:39,145 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0133 +[2025-03-25 00:04:39,176 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.7211 +[2025-03-25 00:04:39,209 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3716 +[2025-03-25 00:04:39,244 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5084 +[2025-03-25 00:04:39,269 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9292 +[2025-03-25 00:04:39,309 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.6514 +[2025-03-25 00:04:39,352 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4824 +[2025-03-25 00:04:39,386 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.3011 +[2025-03-25 00:04:39,434 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5301 +[2025-03-25 00:04:39,463 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9788 +[2025-03-25 00:04:39,487 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2853 +[2025-03-25 00:04:39,537 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8222 +[2025-03-25 00:04:39,590 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6742 +[2025-03-25 00:04:39,620 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7040 +[2025-03-25 00:04:39,670 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.7103 +[2025-03-25 00:04:39,702 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.6491 +[2025-03-25 00:04:39,737 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7890 +[2025-03-25 00:04:39,769 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8866 +[2025-03-25 00:04:39,804 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6233 +[2025-03-25 00:04:39,843 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3155 +[2025-03-25 00:04:39,900 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.2482 +[2025-03-25 00:04:39,940 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8728 +[2025-03-25 00:04:39,980 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.5983 +[2025-03-25 00:04:40,007 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1648 +[2025-03-25 00:04:40,037 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1376 +[2025-03-25 00:04:40,086 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4404 +[2025-03-25 00:04:40,114 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6287 +[2025-03-25 00:04:40,154 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7338 +[2025-03-25 00:04:40,189 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.6408 +[2025-03-25 00:04:40,219 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7477 +[2025-03-25 00:04:40,253 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.9356 +[2025-03-25 00:04:40,291 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8759 +[2025-03-25 00:04:40,332 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.6915 +[2025-03-25 00:04:40,364 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2457 +[2025-03-25 00:04:40,392 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8735 +[2025-03-25 00:04:40,426 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.5382 +[2025-03-25 00:04:40,461 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0536 +[2025-03-25 00:04:40,498 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.6127 +[2025-03-25 00:04:40,526 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.3746 +[2025-03-25 00:04:40,548 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8664 +[2025-03-25 00:04:40,583 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1679 +[2025-03-25 00:04:40,612 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1961 +[2025-03-25 00:04:40,633 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1480 +[2025-03-25 00:04:40,663 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.3985 +[2025-03-25 00:04:40,695 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.0958 +[2025-03-25 00:04:40,747 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9702 +[2025-03-25 00:04:40,771 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7749 +[2025-03-25 00:04:40,807 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.4072 +[2025-03-25 00:04:40,841 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9806 +[2025-03-25 00:04:40,870 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7492 +[2025-03-25 00:04:40,895 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3861 +[2025-03-25 00:04:40,945 INFO hook.py line 748 3155176] Test: [70/78] Loss 2.0287 +[2025-03-25 00:04:40,984 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9327 +[2025-03-25 00:04:41,031 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6609 +[2025-03-25 00:04:41,077 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8266 +[2025-03-25 00:04:41,113 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5182 +[2025-03-25 00:04:41,158 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7328 +[2025-03-25 00:04:41,182 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.1971 +[2025-03-25 00:04:41,235 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9498 +[2025-03-25 00:04:41,258 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6952 +[2025-03-25 00:04:42,256 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:04:42,256 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:04:42,256 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] wall : 0.7834 0.9049 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] floor : 0.9555 0.9876 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] cabinet : 0.4609 0.6726 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] bed : 0.7029 0.8065 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] chair : 0.8516 0.9153 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] sofa : 0.7339 0.8699 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] table : 0.6210 0.7052 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] door : 0.4870 0.7886 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] window : 0.4167 0.4831 +[2025-03-25 00:04:42,256 INFO hook.py line 689 3155176] bookshelf : 0.6408 0.8476 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] picture : 0.2900 0.3560 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] counter : 0.4920 0.6181 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] desk : 0.4793 0.7343 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] curtain : 0.4353 0.4813 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] refridgerator : 0.4088 0.4341 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] shower curtain : 0.5045 0.6397 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] toilet : 0.8940 0.9385 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] sink : 0.5530 0.6489 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] bathtub : 0.8297 0.9300 +[2025-03-25 00:04:42,257 INFO hook.py line 689 3155176] otherfurniture : 0.2764 0.3143 +[2025-03-25 00:04:42,257 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:04:42,257 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5908/0.7038/0.8425. +[2025-03-25 00:04:42,258 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:04:42,268 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:04:42,269 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:04:53,101 INFO misc.py line 135 3155176] Train result: loss: 0.4510 +[2025-03-25 00:04:53,190 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:05:03,804 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1125 +[2025-03-25 00:05:03,852 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1957 +[2025-03-25 00:05:04,468 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5621 +[2025-03-25 00:05:04,523 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6409 +[2025-03-25 00:05:04,559 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5138 +[2025-03-25 00:05:04,609 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.5203 +[2025-03-25 00:05:04,656 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5535 +[2025-03-25 00:05:04,682 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4877 +[2025-03-25 00:05:04,725 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4959 +[2025-03-25 00:05:04,754 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9819 +[2025-03-25 00:05:04,795 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6910 +[2025-03-25 00:05:04,825 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.4213 +[2025-03-25 00:05:04,870 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2910 +[2025-03-25 00:05:04,903 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5376 +[2025-03-25 00:05:04,937 INFO hook.py line 748 3155176] Test: [15/78] Loss 3.0260 +[2025-03-25 00:05:04,983 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2917 +[2025-03-25 00:05:05,018 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2239 +[2025-03-25 00:05:05,048 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.4248 +[2025-03-25 00:05:05,089 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2280 +[2025-03-25 00:05:05,119 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3352 +[2025-03-25 00:05:05,151 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3945 +[2025-03-25 00:05:05,187 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4520 +[2025-03-25 00:05:05,212 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0401 +[2025-03-25 00:05:05,253 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0693 +[2025-03-25 00:05:05,291 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5740 +[2025-03-25 00:05:05,327 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9857 +[2025-03-25 00:05:05,374 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8489 +[2025-03-25 00:05:05,405 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.5866 +[2025-03-25 00:05:05,429 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4824 +[2025-03-25 00:05:05,480 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8529 +[2025-03-25 00:05:05,536 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6007 +[2025-03-25 00:05:05,567 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7140 +[2025-03-25 00:05:05,619 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3866 +[2025-03-25 00:05:05,658 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.3375 +[2025-03-25 00:05:05,691 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7781 +[2025-03-25 00:05:05,724 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0161 +[2025-03-25 00:05:05,758 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6680 +[2025-03-25 00:05:05,785 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4631 +[2025-03-25 00:05:05,842 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1002 +[2025-03-25 00:05:05,883 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.6944 +[2025-03-25 00:05:05,926 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1476 +[2025-03-25 00:05:05,952 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.0998 +[2025-03-25 00:05:05,983 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1420 +[2025-03-25 00:05:06,034 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7510 +[2025-03-25 00:05:06,062 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6813 +[2025-03-25 00:05:06,103 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6243 +[2025-03-25 00:05:06,141 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6116 +[2025-03-25 00:05:06,174 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.9695 +[2025-03-25 00:05:06,205 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.2875 +[2025-03-25 00:05:06,238 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.4755 +[2025-03-25 00:05:06,270 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9473 +[2025-03-25 00:05:06,307 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1171 +[2025-03-25 00:05:06,339 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7739 +[2025-03-25 00:05:06,379 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.2286 +[2025-03-25 00:05:06,412 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0411 +[2025-03-25 00:05:06,449 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4997 +[2025-03-25 00:05:06,476 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.4447 +[2025-03-25 00:05:06,499 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.8374 +[2025-03-25 00:05:06,533 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9754 +[2025-03-25 00:05:06,562 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4350 +[2025-03-25 00:05:06,583 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.5326 +[2025-03-25 00:05:06,613 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0751 +[2025-03-25 00:05:06,646 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4613 +[2025-03-25 00:05:06,697 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9135 +[2025-03-25 00:05:06,721 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6717 +[2025-03-25 00:05:06,757 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.1886 +[2025-03-25 00:05:06,791 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.2825 +[2025-03-25 00:05:06,821 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.2494 +[2025-03-25 00:05:06,846 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4101 +[2025-03-25 00:05:06,896 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4105 +[2025-03-25 00:05:06,934 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.5850 +[2025-03-25 00:05:06,982 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5863 +[2025-03-25 00:05:07,028 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6494 +[2025-03-25 00:05:07,064 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8518 +[2025-03-25 00:05:07,108 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7659 +[2025-03-25 00:05:07,132 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.3491 +[2025-03-25 00:05:07,185 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5716 +[2025-03-25 00:05:07,208 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5853 +[2025-03-25 00:05:08,197 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:05:08,197 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:05:08,197 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] wall : 0.7686 0.9632 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] floor : 0.9560 0.9855 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] cabinet : 0.4983 0.6191 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] bed : 0.6694 0.7499 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] chair : 0.8198 0.9412 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] sofa : 0.6677 0.6936 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] table : 0.5488 0.6649 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] door : 0.4926 0.5799 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] window : 0.4050 0.4638 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] bookshelf : 0.6501 0.7264 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] picture : 0.2757 0.3174 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] counter : 0.5327 0.7447 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] desk : 0.4014 0.7566 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] curtain : 0.5450 0.6012 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] refridgerator : 0.3386 0.3464 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] shower curtain : 0.5443 0.5872 +[2025-03-25 00:05:08,197 INFO hook.py line 689 3155176] toilet : 0.8919 0.9199 +[2025-03-25 00:05:08,198 INFO hook.py line 689 3155176] sink : 0.5662 0.6560 +[2025-03-25 00:05:08,198 INFO hook.py line 689 3155176] bathtub : 0.8275 0.8726 +[2025-03-25 00:05:08,198 INFO hook.py line 689 3155176] otherfurniture : 0.2396 0.2601 +[2025-03-25 00:05:08,198 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:05:08,198 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5820/0.6725/0.8389. +[2025-03-25 00:05:08,198 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:05:08,211 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:05:08,212 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:05:18,911 INFO misc.py line 135 3155176] Train result: loss: 0.4173 +[2025-03-25 00:05:19,006 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:05:29,431 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1068 +[2025-03-25 00:05:29,485 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9725 +[2025-03-25 00:05:29,739 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7981 +[2025-03-25 00:05:29,784 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5028 +[2025-03-25 00:05:29,824 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6950 +[2025-03-25 00:05:29,875 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.7465 +[2025-03-25 00:05:29,935 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4219 +[2025-03-25 00:05:30,345 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3437 +[2025-03-25 00:05:30,390 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4252 +[2025-03-25 00:05:30,421 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8164 +[2025-03-25 00:05:30,463 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6445 +[2025-03-25 00:05:30,491 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0926 +[2025-03-25 00:05:30,541 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2197 +[2025-03-25 00:05:30,575 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5298 +[2025-03-25 00:05:30,609 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.2925 +[2025-03-25 00:05:30,649 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1307 +[2025-03-25 00:05:30,685 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2878 +[2025-03-25 00:05:30,720 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.6339 +[2025-03-25 00:05:30,761 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3079 +[2025-03-25 00:05:30,792 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.4542 +[2025-03-25 00:05:30,824 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2912 +[2025-03-25 00:05:30,861 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9337 +[2025-03-25 00:05:30,887 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9275 +[2025-03-25 00:05:30,928 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.5465 +[2025-03-25 00:05:30,975 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3027 +[2025-03-25 00:05:31,010 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1082 +[2025-03-25 00:05:31,057 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.2201 +[2025-03-25 00:05:31,086 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5221 +[2025-03-25 00:05:31,112 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2778 +[2025-03-25 00:05:31,161 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9268 +[2025-03-25 00:05:31,219 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5720 +[2025-03-25 00:05:31,250 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6969 +[2025-03-25 00:05:31,299 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.6318 +[2025-03-25 00:05:31,334 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9237 +[2025-03-25 00:05:31,367 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8762 +[2025-03-25 00:05:31,400 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0704 +[2025-03-25 00:05:31,434 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7770 +[2025-03-25 00:05:31,462 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4041 +[2025-03-25 00:05:31,519 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4756 +[2025-03-25 00:05:31,562 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0612 +[2025-03-25 00:05:31,604 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3460 +[2025-03-25 00:05:31,642 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1450 +[2025-03-25 00:05:31,675 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1277 +[2025-03-25 00:05:31,727 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6312 +[2025-03-25 00:05:31,757 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.4655 +[2025-03-25 00:05:31,799 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7375 +[2025-03-25 00:05:31,838 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3697 +[2025-03-25 00:05:31,869 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5363 +[2025-03-25 00:05:31,901 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6788 +[2025-03-25 00:05:31,932 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2887 +[2025-03-25 00:05:31,961 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8134 +[2025-03-25 00:05:31,996 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1922 +[2025-03-25 00:05:32,025 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8993 +[2025-03-25 00:05:32,061 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.3012 +[2025-03-25 00:05:32,096 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0614 +[2025-03-25 00:05:32,133 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5197 +[2025-03-25 00:05:32,161 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.0659 +[2025-03-25 00:05:32,183 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6318 +[2025-03-25 00:05:32,218 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0457 +[2025-03-25 00:05:32,247 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3377 +[2025-03-25 00:05:32,267 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7853 +[2025-03-25 00:05:32,297 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.3045 +[2025-03-25 00:05:32,329 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4287 +[2025-03-25 00:05:32,381 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7877 +[2025-03-25 00:05:32,405 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6473 +[2025-03-25 00:05:32,441 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5534 +[2025-03-25 00:05:32,476 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.1743 +[2025-03-25 00:05:32,504 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.4910 +[2025-03-25 00:05:32,529 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3483 +[2025-03-25 00:05:32,579 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5116 +[2025-03-25 00:05:32,618 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.3077 +[2025-03-25 00:05:32,666 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5329 +[2025-03-25 00:05:32,711 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7599 +[2025-03-25 00:05:32,747 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1109 +[2025-03-25 00:05:32,792 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.8769 +[2025-03-25 00:05:32,816 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9863 +[2025-03-25 00:05:32,869 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4879 +[2025-03-25 00:05:32,892 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8330 +[2025-03-25 00:05:33,953 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:05:33,954 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:05:33,954 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:05:33,954 INFO hook.py line 689 3155176] wall : 0.7858 0.9446 +[2025-03-25 00:05:33,954 INFO hook.py line 689 3155176] floor : 0.9574 0.9838 +[2025-03-25 00:05:33,954 INFO hook.py line 689 3155176] cabinet : 0.4585 0.6603 +[2025-03-25 00:05:33,954 INFO hook.py line 689 3155176] bed : 0.6729 0.7411 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] chair : 0.8233 0.8846 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] sofa : 0.6771 0.8283 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] table : 0.6027 0.7055 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] door : 0.5221 0.6891 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] window : 0.4426 0.5530 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] bookshelf : 0.6516 0.8468 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] picture : 0.2652 0.3401 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] counter : 0.5335 0.6688 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] desk : 0.4810 0.7475 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] curtain : 0.5158 0.5540 +[2025-03-25 00:05:33,955 INFO hook.py line 689 3155176] refridgerator : 0.4082 0.4413 +[2025-03-25 00:05:33,956 INFO hook.py line 689 3155176] shower curtain : 0.4898 0.5296 +[2025-03-25 00:05:33,956 INFO hook.py line 689 3155176] toilet : 0.8937 0.9604 +[2025-03-25 00:05:33,956 INFO hook.py line 689 3155176] sink : 0.5215 0.5835 +[2025-03-25 00:05:33,956 INFO hook.py line 689 3155176] bathtub : 0.8594 0.9102 +[2025-03-25 00:05:33,956 INFO hook.py line 689 3155176] otherfurniture : 0.2421 0.2553 +[2025-03-25 00:05:33,956 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:05:33,956 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5902/0.6914/0.8443. +[2025-03-25 00:05:33,957 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:05:33,970 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:05:33,970 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:05:44,065 INFO misc.py line 135 3155176] Train result: loss: 0.4278 +[2025-03-25 00:05:44,154 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:05:54,376 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1499 +[2025-03-25 00:05:54,434 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0697 +[2025-03-25 00:05:54,469 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6105 +[2025-03-25 00:05:54,622 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7004 +[2025-03-25 00:05:54,730 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4754 +[2025-03-25 00:05:54,954 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.6043 +[2025-03-25 00:05:55,289 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5247 +[2025-03-25 00:05:55,326 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4075 +[2025-03-25 00:05:55,365 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2684 +[2025-03-25 00:05:55,395 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.1138 +[2025-03-25 00:05:55,437 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.4402 +[2025-03-25 00:05:55,626 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2441 +[2025-03-25 00:05:55,673 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.0048 +[2025-03-25 00:05:55,706 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4537 +[2025-03-25 00:05:55,740 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5555 +[2025-03-25 00:05:55,780 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1318 +[2025-03-25 00:05:55,816 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4605 +[2025-03-25 00:05:55,845 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0532 +[2025-03-25 00:05:55,888 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.6638 +[2025-03-25 00:05:55,919 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3592 +[2025-03-25 00:05:55,952 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3122 +[2025-03-25 00:05:55,989 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.3741 +[2025-03-25 00:05:56,016 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0419 +[2025-03-25 00:05:56,056 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.6574 +[2025-03-25 00:05:56,101 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2134 +[2025-03-25 00:05:56,136 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1749 +[2025-03-25 00:05:56,186 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6008 +[2025-03-25 00:05:56,216 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9375 +[2025-03-25 00:05:56,240 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4636 +[2025-03-25 00:05:56,291 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.1555 +[2025-03-25 00:05:56,348 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5491 +[2025-03-25 00:05:56,379 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8470 +[2025-03-25 00:05:56,428 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.8120 +[2025-03-25 00:05:56,461 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.3688 +[2025-03-25 00:05:56,496 INFO hook.py line 748 3155176] Test: [35/78] Loss 1.1984 +[2025-03-25 00:05:56,529 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.1402 +[2025-03-25 00:05:56,562 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8396 +[2025-03-25 00:05:56,593 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.6449 +[2025-03-25 00:05:56,650 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9886 +[2025-03-25 00:05:56,695 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8195 +[2025-03-25 00:05:56,733 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3169 +[2025-03-25 00:05:56,759 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1638 +[2025-03-25 00:05:56,801 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2485 +[2025-03-25 00:05:56,851 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5699 +[2025-03-25 00:05:56,878 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8196 +[2025-03-25 00:05:56,919 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7343 +[2025-03-25 00:05:56,955 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6040 +[2025-03-25 00:05:56,989 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5904 +[2025-03-25 00:05:57,019 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2734 +[2025-03-25 00:05:57,052 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0604 +[2025-03-25 00:05:57,081 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0362 +[2025-03-25 00:05:57,114 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2110 +[2025-03-25 00:05:57,142 INFO hook.py line 748 3155176] Test: [53/78] Loss 1.0724 +[2025-03-25 00:05:57,175 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9877 +[2025-03-25 00:05:57,208 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1255 +[2025-03-25 00:05:57,244 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.8348 +[2025-03-25 00:05:57,272 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.3274 +[2025-03-25 00:05:57,295 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6685 +[2025-03-25 00:05:57,329 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1025 +[2025-03-25 00:05:57,358 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3941 +[2025-03-25 00:05:57,379 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1672 +[2025-03-25 00:05:57,409 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.1245 +[2025-03-25 00:05:57,440 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5816 +[2025-03-25 00:05:57,492 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7629 +[2025-03-25 00:05:57,517 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.9869 +[2025-03-25 00:05:57,552 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8843 +[2025-03-25 00:05:57,588 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.1944 +[2025-03-25 00:05:57,616 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0372 +[2025-03-25 00:05:57,641 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4487 +[2025-03-25 00:05:57,691 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2133 +[2025-03-25 00:05:57,730 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.6241 +[2025-03-25 00:05:57,778 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3503 +[2025-03-25 00:05:57,823 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7605 +[2025-03-25 00:05:57,859 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7751 +[2025-03-25 00:05:57,903 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7785 +[2025-03-25 00:05:57,930 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.2387 +[2025-03-25 00:05:57,982 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6411 +[2025-03-25 00:05:58,005 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.3296 +[2025-03-25 00:05:58,992 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:05:58,993 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:05:58,993 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:05:58,993 INFO hook.py line 689 3155176] wall : 0.7814 0.9043 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] floor : 0.9537 0.9827 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] cabinet : 0.4478 0.6659 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] bed : 0.6730 0.7693 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] chair : 0.8255 0.8671 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] sofa : 0.7084 0.7979 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] table : 0.5683 0.7683 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] door : 0.4668 0.6990 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] window : 0.4295 0.5567 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] bookshelf : 0.6131 0.8568 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] picture : 0.2783 0.3797 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] counter : 0.5137 0.6421 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] desk : 0.4695 0.7173 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] curtain : 0.3662 0.3732 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] refridgerator : 0.3748 0.4648 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] shower curtain : 0.5832 0.6408 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] toilet : 0.9039 0.9439 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] sink : 0.4413 0.4927 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] bathtub : 0.8338 0.8944 +[2025-03-25 00:05:58,994 INFO hook.py line 689 3155176] otherfurniture : 0.2630 0.3111 +[2025-03-25 00:05:58,994 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:05:58,994 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5748/0.6864/0.8333. +[2025-03-25 00:05:58,994 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:05:59,006 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:05:59,006 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:06:09,181 INFO misc.py line 135 3155176] Train result: loss: 0.3767 +[2025-03-25 00:06:09,277 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:06:19,731 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1304 +[2025-03-25 00:06:19,770 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8308 +[2025-03-25 00:06:19,803 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7018 +[2025-03-25 00:06:19,849 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7521 +[2025-03-25 00:06:20,096 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4328 +[2025-03-25 00:06:20,144 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4516 +[2025-03-25 00:06:20,191 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5644 +[2025-03-25 00:06:20,224 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2483 +[2025-03-25 00:06:20,264 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.0283 +[2025-03-25 00:06:20,299 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7363 +[2025-03-25 00:06:20,341 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.3529 +[2025-03-25 00:06:20,383 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0372 +[2025-03-25 00:06:20,428 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9757 +[2025-03-25 00:06:20,463 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.5138 +[2025-03-25 00:06:20,497 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1885 +[2025-03-25 00:06:20,537 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1486 +[2025-03-25 00:06:20,572 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1578 +[2025-03-25 00:06:20,609 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.4656 +[2025-03-25 00:06:20,650 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0094 +[2025-03-25 00:06:20,680 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6914 +[2025-03-25 00:06:20,711 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2783 +[2025-03-25 00:06:20,747 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7904 +[2025-03-25 00:06:20,775 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1995 +[2025-03-25 00:06:20,816 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1805 +[2025-03-25 00:06:20,854 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0462 +[2025-03-25 00:06:20,890 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9497 +[2025-03-25 00:06:20,937 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.1709 +[2025-03-25 00:06:20,968 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9682 +[2025-03-25 00:06:20,994 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2860 +[2025-03-25 00:06:21,045 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6901 +[2025-03-25 00:06:21,101 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4304 +[2025-03-25 00:06:21,132 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.1954 +[2025-03-25 00:06:21,185 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4254 +[2025-03-25 00:06:21,224 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0182 +[2025-03-25 00:06:21,256 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8474 +[2025-03-25 00:06:21,288 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.3125 +[2025-03-25 00:06:21,322 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6050 +[2025-03-25 00:06:21,351 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3185 +[2025-03-25 00:06:21,409 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9123 +[2025-03-25 00:06:21,451 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0647 +[2025-03-25 00:06:21,493 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9801 +[2025-03-25 00:06:21,523 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1265 +[2025-03-25 00:06:21,553 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1495 +[2025-03-25 00:06:21,603 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5805 +[2025-03-25 00:06:21,633 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7953 +[2025-03-25 00:06:21,673 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6708 +[2025-03-25 00:06:21,711 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6096 +[2025-03-25 00:06:21,742 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6088 +[2025-03-25 00:06:21,773 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.0171 +[2025-03-25 00:06:21,805 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3578 +[2025-03-25 00:06:21,840 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1705 +[2025-03-25 00:06:21,875 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1350 +[2025-03-25 00:06:21,902 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6461 +[2025-03-25 00:06:21,938 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8350 +[2025-03-25 00:06:21,974 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0426 +[2025-03-25 00:06:22,011 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4316 +[2025-03-25 00:06:22,039 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6898 +[2025-03-25 00:06:22,062 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5946 +[2025-03-25 00:06:22,097 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0519 +[2025-03-25 00:06:22,126 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2377 +[2025-03-25 00:06:22,148 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1328 +[2025-03-25 00:06:22,178 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9528 +[2025-03-25 00:06:22,210 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.0039 +[2025-03-25 00:06:22,262 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5170 +[2025-03-25 00:06:22,286 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.9770 +[2025-03-25 00:06:22,321 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5273 +[2025-03-25 00:06:22,356 INFO hook.py line 748 3155176] Test: [67/78] Loss 1.0790 +[2025-03-25 00:06:22,385 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.4474 +[2025-03-25 00:06:22,412 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3599 +[2025-03-25 00:06:22,463 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3709 +[2025-03-25 00:06:22,501 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0568 +[2025-03-25 00:06:22,549 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3171 +[2025-03-25 00:06:22,594 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5027 +[2025-03-25 00:06:22,631 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6053 +[2025-03-25 00:06:22,675 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.5745 +[2025-03-25 00:06:22,699 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9619 +[2025-03-25 00:06:22,751 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5844 +[2025-03-25 00:06:22,775 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6740 +[2025-03-25 00:06:23,748 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:06:23,749 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:06:23,749 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:06:23,749 INFO hook.py line 689 3155176] wall : 0.7780 0.9358 +[2025-03-25 00:06:23,749 INFO hook.py line 689 3155176] floor : 0.9486 0.9880 +[2025-03-25 00:06:23,749 INFO hook.py line 689 3155176] cabinet : 0.4776 0.6213 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] bed : 0.6621 0.7878 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] chair : 0.8212 0.8979 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] sofa : 0.6595 0.8683 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] table : 0.6020 0.7584 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] door : 0.5108 0.6483 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] window : 0.4143 0.5699 +[2025-03-25 00:06:23,750 INFO hook.py line 689 3155176] bookshelf : 0.6344 0.7289 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] picture : 0.2722 0.3283 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] counter : 0.4914 0.7434 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] desk : 0.4140 0.5184 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] curtain : 0.3072 0.3123 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] refridgerator : 0.3352 0.3439 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] shower curtain : 0.4805 0.5118 +[2025-03-25 00:06:23,751 INFO hook.py line 689 3155176] toilet : 0.9039 0.9529 +[2025-03-25 00:06:23,752 INFO hook.py line 689 3155176] sink : 0.4894 0.5797 +[2025-03-25 00:06:23,752 INFO hook.py line 689 3155176] bathtub : 0.8414 0.8757 +[2025-03-25 00:06:23,752 INFO hook.py line 689 3155176] otherfurniture : 0.3196 0.3769 +[2025-03-25 00:06:23,752 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:06:23,752 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5682/0.6674/0.8388. +[2025-03-25 00:06:23,753 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:06:23,768 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:06:23,769 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:06:34,545 INFO misc.py line 135 3155176] Train result: loss: 0.4035 +[2025-03-25 00:06:34,644 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:06:45,192 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1123 +[2025-03-25 00:06:45,233 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7699 +[2025-03-25 00:06:45,266 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6995 +[2025-03-25 00:06:45,310 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5225 +[2025-03-25 00:06:45,340 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5352 +[2025-03-25 00:06:45,394 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1062 +[2025-03-25 00:06:45,579 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5725 +[2025-03-25 00:06:45,615 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.7200 +[2025-03-25 00:06:46,115 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4745 +[2025-03-25 00:06:46,150 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7785 +[2025-03-25 00:06:46,192 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6168 +[2025-03-25 00:06:46,220 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2944 +[2025-03-25 00:06:46,265 INFO hook.py line 748 3155176] Test: [13/78] Loss 1.7650 +[2025-03-25 00:06:46,305 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7605 +[2025-03-25 00:06:46,339 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.7095 +[2025-03-25 00:06:46,380 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2733 +[2025-03-25 00:06:46,416 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3475 +[2025-03-25 00:06:46,448 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7066 +[2025-03-25 00:06:46,490 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3219 +[2025-03-25 00:06:46,520 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.8719 +[2025-03-25 00:06:46,552 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4022 +[2025-03-25 00:06:46,589 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7366 +[2025-03-25 00:06:46,627 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0862 +[2025-03-25 00:06:46,672 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9977 +[2025-03-25 00:06:46,710 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2631 +[2025-03-25 00:06:46,745 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9302 +[2025-03-25 00:06:46,792 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0771 +[2025-03-25 00:06:46,822 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.2708 +[2025-03-25 00:06:46,846 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3001 +[2025-03-25 00:06:46,897 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7451 +[2025-03-25 00:06:46,951 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5016 +[2025-03-25 00:06:46,982 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8879 +[2025-03-25 00:06:47,033 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4173 +[2025-03-25 00:06:47,066 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.2518 +[2025-03-25 00:06:47,102 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9552 +[2025-03-25 00:06:47,135 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0674 +[2025-03-25 00:06:47,168 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6316 +[2025-03-25 00:06:47,198 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3980 +[2025-03-25 00:06:47,256 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4844 +[2025-03-25 00:06:47,298 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.6163 +[2025-03-25 00:06:47,336 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3655 +[2025-03-25 00:06:47,362 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1658 +[2025-03-25 00:06:47,396 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1450 +[2025-03-25 00:06:47,450 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.9091 +[2025-03-25 00:06:47,480 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7481 +[2025-03-25 00:06:47,526 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7410 +[2025-03-25 00:06:47,565 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1520 +[2025-03-25 00:06:47,596 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6509 +[2025-03-25 00:06:47,629 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2272 +[2025-03-25 00:06:47,659 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2159 +[2025-03-25 00:06:47,687 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.2184 +[2025-03-25 00:06:47,723 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0790 +[2025-03-25 00:06:47,750 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5557 +[2025-03-25 00:06:47,787 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8289 +[2025-03-25 00:06:47,820 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1110 +[2025-03-25 00:06:47,857 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3634 +[2025-03-25 00:06:47,885 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.4133 +[2025-03-25 00:06:47,907 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5399 +[2025-03-25 00:06:47,942 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9202 +[2025-03-25 00:06:47,970 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2489 +[2025-03-25 00:06:47,991 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1216 +[2025-03-25 00:06:48,020 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.1147 +[2025-03-25 00:06:48,052 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1312 +[2025-03-25 00:06:48,105 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5740 +[2025-03-25 00:06:48,129 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7155 +[2025-03-25 00:06:48,165 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6700 +[2025-03-25 00:06:48,199 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9849 +[2025-03-25 00:06:48,227 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.4471 +[2025-03-25 00:06:48,253 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3698 +[2025-03-25 00:06:48,303 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6564 +[2025-03-25 00:06:48,341 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8228 +[2025-03-25 00:06:48,389 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6733 +[2025-03-25 00:06:48,434 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4286 +[2025-03-25 00:06:48,470 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8861 +[2025-03-25 00:06:48,515 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.8133 +[2025-03-25 00:06:48,539 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9620 +[2025-03-25 00:06:48,591 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7331 +[2025-03-25 00:06:48,614 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7039 +[2025-03-25 00:06:49,557 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:06:49,557 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:06:49,557 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] wall : 0.7932 0.9211 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] floor : 0.9578 0.9849 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] cabinet : 0.4559 0.6717 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] bed : 0.6921 0.7591 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] chair : 0.8437 0.8847 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] sofa : 0.6754 0.8197 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] table : 0.5568 0.6489 +[2025-03-25 00:06:49,557 INFO hook.py line 689 3155176] door : 0.5060 0.6127 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] window : 0.4291 0.5388 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] bookshelf : 0.6049 0.8344 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] picture : 0.2711 0.4502 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] counter : 0.5369 0.6889 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] desk : 0.4376 0.8659 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] curtain : 0.5642 0.6184 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] refridgerator : 0.3379 0.3482 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] shower curtain : 0.5624 0.6408 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] toilet : 0.8933 0.9621 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] sink : 0.4999 0.6465 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] bathtub : 0.8728 0.9155 +[2025-03-25 00:06:49,558 INFO hook.py line 689 3155176] otherfurniture : 0.3128 0.3849 +[2025-03-25 00:06:49,558 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:06:49,558 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5902/0.7099/0.8414. +[2025-03-25 00:06:49,558 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:06:49,569 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6003 +[2025-03-25 00:06:49,570 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:07:00,041 INFO misc.py line 135 3155176] Train result: loss: 0.3806 +[2025-03-25 00:07:00,141 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:07:10,662 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1428 +[2025-03-25 00:07:10,709 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0041 +[2025-03-25 00:07:11,087 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4397 +[2025-03-25 00:07:11,130 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5479 +[2025-03-25 00:07:11,165 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4803 +[2025-03-25 00:07:11,214 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7191 +[2025-03-25 00:07:11,371 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4414 +[2025-03-25 00:07:11,395 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2750 +[2025-03-25 00:07:11,437 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1468 +[2025-03-25 00:07:11,468 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2149 +[2025-03-25 00:07:11,512 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.3766 +[2025-03-25 00:07:11,587 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9649 +[2025-03-25 00:07:11,631 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3527 +[2025-03-25 00:07:11,664 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.1537 +[2025-03-25 00:07:11,698 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7625 +[2025-03-25 00:07:11,738 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1987 +[2025-03-25 00:07:11,773 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2314 +[2025-03-25 00:07:11,804 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6587 +[2025-03-25 00:07:11,843 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2366 +[2025-03-25 00:07:11,873 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6106 +[2025-03-25 00:07:11,913 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3783 +[2025-03-25 00:07:11,949 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8800 +[2025-03-25 00:07:11,977 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0286 +[2025-03-25 00:07:12,018 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9294 +[2025-03-25 00:07:12,056 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3168 +[2025-03-25 00:07:12,098 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8878 +[2025-03-25 00:07:12,145 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0202 +[2025-03-25 00:07:12,176 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6918 +[2025-03-25 00:07:12,205 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4259 +[2025-03-25 00:07:12,256 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6890 +[2025-03-25 00:07:12,311 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4507 +[2025-03-25 00:07:12,343 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7903 +[2025-03-25 00:07:12,391 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4309 +[2025-03-25 00:07:12,426 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.8878 +[2025-03-25 00:07:12,460 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7478 +[2025-03-25 00:07:12,492 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9931 +[2025-03-25 00:07:12,526 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5638 +[2025-03-25 00:07:12,555 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3171 +[2025-03-25 00:07:12,613 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9667 +[2025-03-25 00:07:12,654 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0118 +[2025-03-25 00:07:12,696 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0492 +[2025-03-25 00:07:12,723 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.9424 +[2025-03-25 00:07:12,759 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1717 +[2025-03-25 00:07:12,811 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6167 +[2025-03-25 00:07:12,840 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6709 +[2025-03-25 00:07:12,883 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7392 +[2025-03-25 00:07:12,920 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.7905 +[2025-03-25 00:07:12,951 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5594 +[2025-03-25 00:07:12,986 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.9778 +[2025-03-25 00:07:13,017 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9970 +[2025-03-25 00:07:13,046 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.3694 +[2025-03-25 00:07:13,085 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0316 +[2025-03-25 00:07:13,115 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6841 +[2025-03-25 00:07:13,150 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7209 +[2025-03-25 00:07:13,184 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1124 +[2025-03-25 00:07:13,221 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4607 +[2025-03-25 00:07:13,249 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7409 +[2025-03-25 00:07:13,271 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6830 +[2025-03-25 00:07:13,305 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0628 +[2025-03-25 00:07:13,334 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1846 +[2025-03-25 00:07:13,356 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7731 +[2025-03-25 00:07:13,386 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8949 +[2025-03-25 00:07:13,418 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1442 +[2025-03-25 00:07:13,470 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8885 +[2025-03-25 00:07:13,493 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3039 +[2025-03-25 00:07:13,529 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6981 +[2025-03-25 00:07:13,564 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9583 +[2025-03-25 00:07:13,594 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1455 +[2025-03-25 00:07:13,620 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4273 +[2025-03-25 00:07:13,669 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5012 +[2025-03-25 00:07:13,708 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9242 +[2025-03-25 00:07:13,755 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.2597 +[2025-03-25 00:07:13,801 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8517 +[2025-03-25 00:07:13,837 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7445 +[2025-03-25 00:07:13,881 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6646 +[2025-03-25 00:07:13,907 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9296 +[2025-03-25 00:07:13,959 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5112 +[2025-03-25 00:07:13,983 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.3716 +[2025-03-25 00:07:14,995 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:07:14,996 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:07:14,996 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] wall : 0.7973 0.9245 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] floor : 0.9574 0.9864 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] cabinet : 0.4628 0.5683 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] bed : 0.6937 0.7889 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] chair : 0.8441 0.8852 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] sofa : 0.6973 0.8768 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] table : 0.5969 0.7307 +[2025-03-25 00:07:14,996 INFO hook.py line 689 3155176] door : 0.5335 0.6867 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] window : 0.4595 0.5917 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] bookshelf : 0.6798 0.8165 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] picture : 0.3079 0.4134 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] counter : 0.6026 0.7216 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] desk : 0.4848 0.7498 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] curtain : 0.5956 0.7015 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] refridgerator : 0.4168 0.4496 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] shower curtain : 0.5711 0.6761 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] toilet : 0.9096 0.9401 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] sink : 0.5178 0.5690 +[2025-03-25 00:07:14,997 INFO hook.py line 689 3155176] bathtub : 0.8455 0.9284 +[2025-03-25 00:07:14,998 INFO hook.py line 689 3155176] otherfurniture : 0.3697 0.4863 +[2025-03-25 00:07:14,998 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:07:14,998 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6172/0.7246/0.8528. +[2025-03-25 00:07:14,999 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:07:15,015 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6172 +[2025-03-25 00:07:15,015 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:07:15,015 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:07:25,809 INFO misc.py line 135 3155176] Train result: loss: 0.3534 +[2025-03-25 00:07:25,888 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:07:36,446 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1164 +[2025-03-25 00:07:36,489 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7996 +[2025-03-25 00:07:36,527 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4837 +[2025-03-25 00:07:36,759 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8444 +[2025-03-25 00:07:36,800 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5361 +[2025-03-25 00:07:36,848 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7372 +[2025-03-25 00:07:36,898 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3721 +[2025-03-25 00:07:36,925 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2515 +[2025-03-25 00:07:36,974 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5091 +[2025-03-25 00:07:37,008 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2250 +[2025-03-25 00:07:37,081 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.9418 +[2025-03-25 00:07:37,109 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1123 +[2025-03-25 00:07:37,153 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9940 +[2025-03-25 00:07:37,186 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5842 +[2025-03-25 00:07:37,220 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0347 +[2025-03-25 00:07:37,260 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0976 +[2025-03-25 00:07:37,294 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2415 +[2025-03-25 00:07:37,328 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1876 +[2025-03-25 00:07:37,370 INFO hook.py line 748 3155176] Test: [19/78] Loss 0.8805 +[2025-03-25 00:07:37,409 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2114 +[2025-03-25 00:07:37,444 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2818 +[2025-03-25 00:07:37,482 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.0518 +[2025-03-25 00:07:37,508 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9612 +[2025-03-25 00:07:37,550 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7441 +[2025-03-25 00:07:37,590 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.6350 +[2025-03-25 00:07:37,625 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9632 +[2025-03-25 00:07:37,673 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.5667 +[2025-03-25 00:07:37,703 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9585 +[2025-03-25 00:07:37,727 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3734 +[2025-03-25 00:07:37,779 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7155 +[2025-03-25 00:07:37,835 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5472 +[2025-03-25 00:07:37,866 INFO hook.py line 748 3155176] Test: [32/78] Loss 1.0115 +[2025-03-25 00:07:37,916 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3400 +[2025-03-25 00:07:37,952 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0257 +[2025-03-25 00:07:37,987 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6891 +[2025-03-25 00:07:38,019 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8322 +[2025-03-25 00:07:38,054 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6455 +[2025-03-25 00:07:38,081 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3248 +[2025-03-25 00:07:38,138 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9568 +[2025-03-25 00:07:38,184 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9777 +[2025-03-25 00:07:38,223 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9527 +[2025-03-25 00:07:38,255 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1246 +[2025-03-25 00:07:38,288 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1253 +[2025-03-25 00:07:38,347 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5278 +[2025-03-25 00:07:38,384 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7271 +[2025-03-25 00:07:38,427 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.5767 +[2025-03-25 00:07:38,463 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2158 +[2025-03-25 00:07:38,494 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6233 +[2025-03-25 00:07:38,531 INFO hook.py line 748 3155176] Test: [49/78] Loss 2.7893 +[2025-03-25 00:07:38,561 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.4035 +[2025-03-25 00:07:38,598 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0953 +[2025-03-25 00:07:38,632 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1153 +[2025-03-25 00:07:38,659 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7083 +[2025-03-25 00:07:38,694 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9584 +[2025-03-25 00:07:38,727 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0522 +[2025-03-25 00:07:38,764 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4236 +[2025-03-25 00:07:38,792 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5563 +[2025-03-25 00:07:38,815 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7821 +[2025-03-25 00:07:38,849 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0118 +[2025-03-25 00:07:38,878 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1147 +[2025-03-25 00:07:38,899 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0322 +[2025-03-25 00:07:38,928 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.1216 +[2025-03-25 00:07:38,960 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1946 +[2025-03-25 00:07:39,013 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4786 +[2025-03-25 00:07:39,036 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4108 +[2025-03-25 00:07:39,072 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5283 +[2025-03-25 00:07:39,106 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8154 +[2025-03-25 00:07:39,135 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.4275 +[2025-03-25 00:07:39,160 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4245 +[2025-03-25 00:07:39,210 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5265 +[2025-03-25 00:07:39,248 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2465 +[2025-03-25 00:07:39,296 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3287 +[2025-03-25 00:07:39,340 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4018 +[2025-03-25 00:07:39,377 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7307 +[2025-03-25 00:07:39,421 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7571 +[2025-03-25 00:07:39,445 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9658 +[2025-03-25 00:07:39,497 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.2486 +[2025-03-25 00:07:39,520 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5510 +[2025-03-25 00:07:40,547 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:07:40,547 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:07:40,547 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] wall : 0.7903 0.9533 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] floor : 0.9574 0.9840 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] cabinet : 0.4947 0.6445 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] bed : 0.6139 0.8233 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] chair : 0.8210 0.8646 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] sofa : 0.6189 0.9136 +[2025-03-25 00:07:40,548 INFO hook.py line 689 3155176] table : 0.6193 0.7601 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] door : 0.5458 0.6508 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] window : 0.4331 0.5630 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] bookshelf : 0.6289 0.6935 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] picture : 0.2315 0.2641 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] counter : 0.5434 0.7270 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] desk : 0.4469 0.6127 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] curtain : 0.5081 0.5411 +[2025-03-25 00:07:40,549 INFO hook.py line 689 3155176] refridgerator : 0.4526 0.4721 +[2025-03-25 00:07:40,550 INFO hook.py line 689 3155176] shower curtain : 0.6056 0.6955 +[2025-03-25 00:07:40,550 INFO hook.py line 689 3155176] toilet : 0.8988 0.9322 +[2025-03-25 00:07:40,550 INFO hook.py line 689 3155176] sink : 0.5500 0.6491 +[2025-03-25 00:07:40,550 INFO hook.py line 689 3155176] bathtub : 0.8651 0.8994 +[2025-03-25 00:07:40,550 INFO hook.py line 689 3155176] otherfurniture : 0.3117 0.3426 +[2025-03-25 00:07:40,550 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:07:40,550 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5968/0.6993/0.8472. +[2025-03-25 00:07:40,551 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:07:40,564 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:07:40,564 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:07:51,182 INFO misc.py line 135 3155176] Train result: loss: 0.3605 +[2025-03-25 00:07:51,294 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:08:01,497 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1094 +[2025-03-25 00:08:02,427 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8931 +[2025-03-25 00:08:02,464 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5974 +[2025-03-25 00:08:02,510 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6777 +[2025-03-25 00:08:02,542 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5351 +[2025-03-25 00:08:02,591 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.6496 +[2025-03-25 00:08:02,637 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4967 +[2025-03-25 00:08:02,661 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3979 +[2025-03-25 00:08:02,704 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2504 +[2025-03-25 00:08:02,744 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.0872 +[2025-03-25 00:08:02,786 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6473 +[2025-03-25 00:08:02,815 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0048 +[2025-03-25 00:08:02,859 INFO hook.py line 748 3155176] Test: [13/78] Loss 1.9753 +[2025-03-25 00:08:02,892 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7393 +[2025-03-25 00:08:02,935 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.2720 +[2025-03-25 00:08:02,981 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0991 +[2025-03-25 00:08:03,016 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3770 +[2025-03-25 00:08:03,048 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0158 +[2025-03-25 00:08:03,088 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0951 +[2025-03-25 00:08:03,118 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2064 +[2025-03-25 00:08:03,156 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3902 +[2025-03-25 00:08:03,193 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7117 +[2025-03-25 00:08:03,221 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8099 +[2025-03-25 00:08:03,261 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6942 +[2025-03-25 00:08:03,299 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2452 +[2025-03-25 00:08:03,335 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9771 +[2025-03-25 00:08:03,383 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.1420 +[2025-03-25 00:08:03,416 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.0561 +[2025-03-25 00:08:03,443 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5072 +[2025-03-25 00:08:03,494 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7332 +[2025-03-25 00:08:03,551 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5968 +[2025-03-25 00:08:03,582 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.3969 +[2025-03-25 00:08:03,633 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.6130 +[2025-03-25 00:08:03,668 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0637 +[2025-03-25 00:08:03,704 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.5801 +[2025-03-25 00:08:03,737 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9626 +[2025-03-25 00:08:03,774 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5780 +[2025-03-25 00:08:03,803 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5039 +[2025-03-25 00:08:03,860 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5290 +[2025-03-25 00:08:03,901 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0183 +[2025-03-25 00:08:03,943 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0557 +[2025-03-25 00:08:03,972 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2170 +[2025-03-25 00:08:04,003 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1409 +[2025-03-25 00:08:04,056 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7468 +[2025-03-25 00:08:04,087 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7234 +[2025-03-25 00:08:04,131 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.8265 +[2025-03-25 00:08:04,169 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.6562 +[2025-03-25 00:08:04,200 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6354 +[2025-03-25 00:08:04,232 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8867 +[2025-03-25 00:08:04,271 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1287 +[2025-03-25 00:08:04,306 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.6297 +[2025-03-25 00:08:04,344 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9451 +[2025-03-25 00:08:04,370 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7124 +[2025-03-25 00:08:04,405 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9773 +[2025-03-25 00:08:04,441 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0441 +[2025-03-25 00:08:04,477 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3369 +[2025-03-25 00:08:04,508 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6017 +[2025-03-25 00:08:04,530 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5975 +[2025-03-25 00:08:04,566 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9580 +[2025-03-25 00:08:04,595 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2096 +[2025-03-25 00:08:04,616 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0807 +[2025-03-25 00:08:04,646 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8782 +[2025-03-25 00:08:04,678 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.0727 +[2025-03-25 00:08:04,730 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6395 +[2025-03-25 00:08:04,756 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.9803 +[2025-03-25 00:08:04,791 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5721 +[2025-03-25 00:08:04,826 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8546 +[2025-03-25 00:08:04,854 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8713 +[2025-03-25 00:08:04,880 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3876 +[2025-03-25 00:08:04,930 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6157 +[2025-03-25 00:08:04,969 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9703 +[2025-03-25 00:08:05,016 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4250 +[2025-03-25 00:08:05,061 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5745 +[2025-03-25 00:08:05,098 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8439 +[2025-03-25 00:08:05,143 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7308 +[2025-03-25 00:08:05,167 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0104 +[2025-03-25 00:08:05,220 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8577 +[2025-03-25 00:08:05,243 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6015 +[2025-03-25 00:08:06,265 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:08:06,266 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:08:06,266 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] wall : 0.7928 0.9172 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] floor : 0.9591 0.9818 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] cabinet : 0.4914 0.6783 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] bed : 0.6680 0.7870 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] chair : 0.8385 0.9082 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] sofa : 0.6741 0.8967 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] table : 0.5998 0.7025 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] door : 0.5037 0.7076 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] window : 0.4357 0.5136 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] bookshelf : 0.6935 0.8540 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] picture : 0.2499 0.3586 +[2025-03-25 00:08:06,266 INFO hook.py line 689 3155176] counter : 0.5654 0.6824 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] desk : 0.4444 0.7709 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] curtain : 0.5059 0.5486 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] refridgerator : 0.4148 0.4424 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] shower curtain : 0.5301 0.6234 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] toilet : 0.8735 0.9676 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] sink : 0.5187 0.5902 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] bathtub : 0.8741 0.9392 +[2025-03-25 00:08:06,267 INFO hook.py line 689 3155176] otherfurniture : 0.3478 0.4028 +[2025-03-25 00:08:06,267 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:08:06,267 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5991/0.7137/0.8478. +[2025-03-25 00:08:06,268 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:08:06,282 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:08:06,283 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:08:16,786 INFO misc.py line 135 3155176] Train result: loss: 0.3893 +[2025-03-25 00:08:16,894 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:08:27,041 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1227 +[2025-03-25 00:08:27,173 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0819 +[2025-03-25 00:08:27,209 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3966 +[2025-03-25 00:08:27,287 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7872 +[2025-03-25 00:08:27,415 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5307 +[2025-03-25 00:08:27,893 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7446 +[2025-03-25 00:08:27,941 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5027 +[2025-03-25 00:08:27,968 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5543 +[2025-03-25 00:08:28,011 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.7123 +[2025-03-25 00:08:28,041 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2665 +[2025-03-25 00:08:28,437 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6319 +[2025-03-25 00:08:28,481 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0765 +[2025-03-25 00:08:28,525 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9878 +[2025-03-25 00:08:28,568 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4223 +[2025-03-25 00:08:28,602 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4345 +[2025-03-25 00:08:28,642 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1984 +[2025-03-25 00:08:28,678 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3232 +[2025-03-25 00:08:28,721 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.7907 +[2025-03-25 00:08:28,763 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3344 +[2025-03-25 00:08:28,793 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2822 +[2025-03-25 00:08:28,835 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4789 +[2025-03-25 00:08:28,872 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6658 +[2025-03-25 00:08:28,898 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0168 +[2025-03-25 00:08:28,938 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6839 +[2025-03-25 00:08:28,978 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0811 +[2025-03-25 00:08:29,014 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1174 +[2025-03-25 00:08:29,061 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7848 +[2025-03-25 00:08:29,091 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9110 +[2025-03-25 00:08:29,120 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.5397 +[2025-03-25 00:08:29,174 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8353 +[2025-03-25 00:08:29,231 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4446 +[2025-03-25 00:08:29,262 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6467 +[2025-03-25 00:08:29,320 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4493 +[2025-03-25 00:08:29,356 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0835 +[2025-03-25 00:08:29,393 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6618 +[2025-03-25 00:08:29,426 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8896 +[2025-03-25 00:08:29,459 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7420 +[2025-03-25 00:08:29,489 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3677 +[2025-03-25 00:08:29,547 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9946 +[2025-03-25 00:08:29,590 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1099 +[2025-03-25 00:08:29,631 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3611 +[2025-03-25 00:08:29,658 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2891 +[2025-03-25 00:08:29,689 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1331 +[2025-03-25 00:08:29,744 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6934 +[2025-03-25 00:08:29,773 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.9090 +[2025-03-25 00:08:29,816 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6226 +[2025-03-25 00:08:29,853 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9097 +[2025-03-25 00:08:29,886 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4451 +[2025-03-25 00:08:29,917 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3232 +[2025-03-25 00:08:29,957 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.6429 +[2025-03-25 00:08:29,986 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3900 +[2025-03-25 00:08:30,021 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9885 +[2025-03-25 00:08:30,055 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6075 +[2025-03-25 00:08:30,099 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0490 +[2025-03-25 00:08:30,139 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.1167 +[2025-03-25 00:08:30,175 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3651 +[2025-03-25 00:08:30,202 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7112 +[2025-03-25 00:08:30,225 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6408 +[2025-03-25 00:08:30,259 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1245 +[2025-03-25 00:08:30,288 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1961 +[2025-03-25 00:08:30,309 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0906 +[2025-03-25 00:08:30,338 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.1424 +[2025-03-25 00:08:30,370 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4260 +[2025-03-25 00:08:30,422 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6705 +[2025-03-25 00:08:30,446 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7221 +[2025-03-25 00:08:30,482 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7493 +[2025-03-25 00:08:30,516 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8946 +[2025-03-25 00:08:30,545 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6845 +[2025-03-25 00:08:30,571 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3740 +[2025-03-25 00:08:30,621 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5320 +[2025-03-25 00:08:30,659 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2153 +[2025-03-25 00:08:30,707 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5831 +[2025-03-25 00:08:30,752 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6699 +[2025-03-25 00:08:30,788 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8079 +[2025-03-25 00:08:30,833 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7554 +[2025-03-25 00:08:30,857 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8792 +[2025-03-25 00:08:30,909 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7617 +[2025-03-25 00:08:30,932 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8828 +[2025-03-25 00:08:31,958 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:08:31,959 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:08:31,959 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] wall : 0.7853 0.9204 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] floor : 0.9559 0.9846 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] cabinet : 0.4708 0.5253 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] bed : 0.6240 0.7939 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] chair : 0.8365 0.9083 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] sofa : 0.6988 0.8376 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] table : 0.5720 0.6497 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] door : 0.5228 0.6994 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] window : 0.4476 0.6883 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] bookshelf : 0.6656 0.8693 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] picture : 0.2881 0.3533 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] counter : 0.5775 0.6790 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] desk : 0.4377 0.8474 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] curtain : 0.4939 0.5346 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] refridgerator : 0.4492 0.4868 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] shower curtain : 0.4748 0.5126 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] toilet : 0.8538 0.9031 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] sink : 0.5299 0.5930 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] bathtub : 0.8772 0.9081 +[2025-03-25 00:08:31,959 INFO hook.py line 689 3155176] otherfurniture : 0.3094 0.3383 +[2025-03-25 00:08:31,959 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:08:31,959 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5935/0.7017/0.8439. +[2025-03-25 00:08:31,959 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:08:31,974 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:08:31,975 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:08:42,575 INFO misc.py line 135 3155176] Train result: loss: 0.3497 +[2025-03-25 00:08:42,667 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:08:52,805 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1276 +[2025-03-25 00:08:53,048 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8330 +[2025-03-25 00:08:53,083 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.7355 +[2025-03-25 00:08:53,375 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7098 +[2025-03-25 00:08:53,407 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4292 +[2025-03-25 00:08:53,456 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7411 +[2025-03-25 00:08:54,088 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4158 +[2025-03-25 00:08:54,112 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2954 +[2025-03-25 00:08:54,160 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.0411 +[2025-03-25 00:08:54,194 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7378 +[2025-03-25 00:08:54,238 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6356 +[2025-03-25 00:08:54,267 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9026 +[2025-03-25 00:08:54,312 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8152 +[2025-03-25 00:08:54,345 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5023 +[2025-03-25 00:08:54,379 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8066 +[2025-03-25 00:08:54,419 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1046 +[2025-03-25 00:08:54,454 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2859 +[2025-03-25 00:08:54,490 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6476 +[2025-03-25 00:08:54,529 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1971 +[2025-03-25 00:08:54,558 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2466 +[2025-03-25 00:08:54,594 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2469 +[2025-03-25 00:08:54,630 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6099 +[2025-03-25 00:08:54,658 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.1737 +[2025-03-25 00:08:54,698 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9383 +[2025-03-25 00:08:54,737 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0523 +[2025-03-25 00:08:54,773 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9391 +[2025-03-25 00:08:54,821 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.9273 +[2025-03-25 00:08:54,854 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4190 +[2025-03-25 00:08:54,882 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3021 +[2025-03-25 00:08:54,933 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8364 +[2025-03-25 00:08:54,989 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4374 +[2025-03-25 00:08:55,020 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4136 +[2025-03-25 00:08:55,070 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3685 +[2025-03-25 00:08:55,111 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0243 +[2025-03-25 00:08:55,145 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6355 +[2025-03-25 00:08:55,177 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0151 +[2025-03-25 00:08:55,211 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6019 +[2025-03-25 00:08:55,240 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3442 +[2025-03-25 00:08:55,299 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7172 +[2025-03-25 00:08:55,342 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1359 +[2025-03-25 00:08:55,381 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2815 +[2025-03-25 00:08:55,407 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1914 +[2025-03-25 00:08:55,438 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2076 +[2025-03-25 00:08:55,491 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5080 +[2025-03-25 00:08:55,523 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8320 +[2025-03-25 00:08:55,571 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6986 +[2025-03-25 00:08:55,608 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8773 +[2025-03-25 00:08:55,641 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5160 +[2025-03-25 00:08:55,679 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3972 +[2025-03-25 00:08:55,708 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9651 +[2025-03-25 00:08:55,736 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.4107 +[2025-03-25 00:08:55,770 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9704 +[2025-03-25 00:08:55,798 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7114 +[2025-03-25 00:08:55,835 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8382 +[2025-03-25 00:08:55,871 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0434 +[2025-03-25 00:08:55,907 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3347 +[2025-03-25 00:08:55,936 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6978 +[2025-03-25 00:08:55,959 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6327 +[2025-03-25 00:08:55,994 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.2426 +[2025-03-25 00:08:56,023 INFO hook.py line 748 3155176] Test: [60/78] Loss 0.9173 +[2025-03-25 00:08:56,043 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9687 +[2025-03-25 00:08:56,073 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8005 +[2025-03-25 00:08:56,105 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2670 +[2025-03-25 00:08:56,156 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6677 +[2025-03-25 00:08:56,180 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6555 +[2025-03-25 00:08:56,216 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5857 +[2025-03-25 00:08:56,251 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9905 +[2025-03-25 00:08:56,280 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1004 +[2025-03-25 00:08:56,306 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3952 +[2025-03-25 00:08:56,356 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6888 +[2025-03-25 00:08:56,394 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8412 +[2025-03-25 00:08:56,441 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4433 +[2025-03-25 00:08:56,486 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0322 +[2025-03-25 00:08:56,523 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7282 +[2025-03-25 00:08:56,568 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6892 +[2025-03-25 00:08:56,592 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0079 +[2025-03-25 00:08:56,645 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8317 +[2025-03-25 00:08:56,668 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8573 +[2025-03-25 00:08:57,705 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:08:57,705 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:08:57,705 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:08:57,705 INFO hook.py line 689 3155176] wall : 0.7957 0.9193 +[2025-03-25 00:08:57,705 INFO hook.py line 689 3155176] floor : 0.9582 0.9839 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] cabinet : 0.4757 0.5766 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] bed : 0.6533 0.8426 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] chair : 0.8340 0.8932 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] sofa : 0.6946 0.8937 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] table : 0.6222 0.7072 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] door : 0.5232 0.7137 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] window : 0.4482 0.5599 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] bookshelf : 0.6202 0.9278 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] picture : 0.3101 0.4298 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] counter : 0.5524 0.6615 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] desk : 0.4854 0.6468 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] curtain : 0.5034 0.5435 +[2025-03-25 00:08:57,706 INFO hook.py line 689 3155176] refridgerator : 0.3806 0.5049 +[2025-03-25 00:08:57,707 INFO hook.py line 689 3155176] shower curtain : 0.5420 0.5771 +[2025-03-25 00:08:57,707 INFO hook.py line 689 3155176] toilet : 0.8505 0.9276 +[2025-03-25 00:08:57,707 INFO hook.py line 689 3155176] sink : 0.5386 0.6853 +[2025-03-25 00:08:57,707 INFO hook.py line 689 3155176] bathtub : 0.8097 0.9316 +[2025-03-25 00:08:57,707 INFO hook.py line 689 3155176] otherfurniture : 0.3773 0.4605 +[2025-03-25 00:08:57,707 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:08:57,707 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5988/0.7193/0.8500. +[2025-03-25 00:08:57,708 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:08:57,720 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:08:57,721 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:09:08,092 INFO misc.py line 135 3155176] Train result: loss: 0.3500 +[2025-03-25 00:09:08,187 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:09:18,311 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1103 +[2025-03-25 00:09:18,355 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8567 +[2025-03-25 00:09:19,167 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.9465 +[2025-03-25 00:09:19,419 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7040 +[2025-03-25 00:09:19,456 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5215 +[2025-03-25 00:09:19,512 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.6377 +[2025-03-25 00:09:19,595 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4359 +[2025-03-25 00:09:19,629 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.7197 +[2025-03-25 00:09:19,669 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5055 +[2025-03-25 00:09:19,706 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8518 +[2025-03-25 00:09:19,752 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8483 +[2025-03-25 00:09:19,781 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1738 +[2025-03-25 00:09:19,826 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0903 +[2025-03-25 00:09:19,860 INFO hook.py line 748 3155176] Test: [14/78] Loss 3.1752 +[2025-03-25 00:09:19,894 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.3228 +[2025-03-25 00:09:19,934 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.4999 +[2025-03-25 00:09:19,969 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1376 +[2025-03-25 00:09:20,008 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2838 +[2025-03-25 00:09:20,047 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0986 +[2025-03-25 00:09:20,076 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.5880 +[2025-03-25 00:09:20,108 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.5012 +[2025-03-25 00:09:20,147 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9478 +[2025-03-25 00:09:20,177 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.5832 +[2025-03-25 00:09:20,220 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6268 +[2025-03-25 00:09:20,266 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2351 +[2025-03-25 00:09:20,303 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9443 +[2025-03-25 00:09:20,351 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0967 +[2025-03-25 00:09:20,380 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.1021 +[2025-03-25 00:09:20,405 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.7027 +[2025-03-25 00:09:20,455 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6366 +[2025-03-25 00:09:20,510 INFO hook.py line 748 3155176] Test: [31/78] Loss 1.0376 +[2025-03-25 00:09:20,541 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6983 +[2025-03-25 00:09:20,591 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4191 +[2025-03-25 00:09:20,627 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9900 +[2025-03-25 00:09:20,662 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8105 +[2025-03-25 00:09:20,697 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9486 +[2025-03-25 00:09:20,730 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5495 +[2025-03-25 00:09:20,759 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4678 +[2025-03-25 00:09:20,817 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7946 +[2025-03-25 00:09:20,859 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2082 +[2025-03-25 00:09:20,898 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2642 +[2025-03-25 00:09:20,924 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2409 +[2025-03-25 00:09:20,954 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2058 +[2025-03-25 00:09:21,008 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.8985 +[2025-03-25 00:09:21,039 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7451 +[2025-03-25 00:09:21,091 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6469 +[2025-03-25 00:09:21,133 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4728 +[2025-03-25 00:09:21,167 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6356 +[2025-03-25 00:09:21,199 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6907 +[2025-03-25 00:09:21,234 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7938 +[2025-03-25 00:09:21,270 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.8341 +[2025-03-25 00:09:21,303 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9803 +[2025-03-25 00:09:21,331 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8239 +[2025-03-25 00:09:21,366 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9717 +[2025-03-25 00:09:21,399 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.2213 +[2025-03-25 00:09:21,436 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3598 +[2025-03-25 00:09:21,464 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5514 +[2025-03-25 00:09:21,486 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7434 +[2025-03-25 00:09:21,521 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0631 +[2025-03-25 00:09:21,550 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3250 +[2025-03-25 00:09:21,570 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.3460 +[2025-03-25 00:09:21,600 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9062 +[2025-03-25 00:09:21,632 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2146 +[2025-03-25 00:09:21,684 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8011 +[2025-03-25 00:09:21,708 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.2608 +[2025-03-25 00:09:21,744 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6117 +[2025-03-25 00:09:21,779 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9932 +[2025-03-25 00:09:21,807 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9680 +[2025-03-25 00:09:21,833 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3472 +[2025-03-25 00:09:21,883 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7718 +[2025-03-25 00:09:21,921 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0787 +[2025-03-25 00:09:21,969 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7450 +[2025-03-25 00:09:22,014 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7017 +[2025-03-25 00:09:22,052 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7697 +[2025-03-25 00:09:22,096 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.9245 +[2025-03-25 00:09:22,120 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7879 +[2025-03-25 00:09:22,172 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7998 +[2025-03-25 00:09:22,196 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8828 +[2025-03-25 00:09:23,227 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:09:23,227 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:09:23,227 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:09:23,227 INFO hook.py line 689 3155176] wall : 0.7929 0.9418 +[2025-03-25 00:09:23,227 INFO hook.py line 689 3155176] floor : 0.9575 0.9850 +[2025-03-25 00:09:23,227 INFO hook.py line 689 3155176] cabinet : 0.4868 0.6085 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] bed : 0.6778 0.7921 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] chair : 0.8487 0.9152 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] sofa : 0.7276 0.8388 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] table : 0.4719 0.5121 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] door : 0.5183 0.6249 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] window : 0.4499 0.5933 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] bookshelf : 0.6599 0.8293 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] picture : 0.2821 0.3567 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] counter : 0.5735 0.6657 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] desk : 0.4080 0.8553 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] curtain : 0.5224 0.6320 +[2025-03-25 00:09:23,228 INFO hook.py line 689 3155176] refridgerator : 0.4135 0.4710 +[2025-03-25 00:09:23,229 INFO hook.py line 689 3155176] shower curtain : 0.5352 0.5768 +[2025-03-25 00:09:23,229 INFO hook.py line 689 3155176] toilet : 0.8801 0.9328 +[2025-03-25 00:09:23,229 INFO hook.py line 689 3155176] sink : 0.5718 0.7260 +[2025-03-25 00:09:23,229 INFO hook.py line 689 3155176] bathtub : 0.8672 0.9124 +[2025-03-25 00:09:23,229 INFO hook.py line 689 3155176] otherfurniture : 0.3416 0.3976 +[2025-03-25 00:09:23,229 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:09:23,229 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5993/0.7084/0.8459. +[2025-03-25 00:09:23,230 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:09:23,243 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:09:23,244 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:09:33,571 INFO misc.py line 135 3155176] Train result: loss: 0.3712 +[2025-03-25 00:09:33,652 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:09:44,441 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1108 +[2025-03-25 00:09:44,618 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9176 +[2025-03-25 00:09:44,934 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4621 +[2025-03-25 00:09:44,978 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6178 +[2025-03-25 00:09:45,069 INFO hook.py line 748 3155176] Test: [5/78] Loss 1.1434 +[2025-03-25 00:09:45,118 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3830 +[2025-03-25 00:09:45,165 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4918 +[2025-03-25 00:09:45,188 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.8160 +[2025-03-25 00:09:45,231 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.7182 +[2025-03-25 00:09:45,269 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.2923 +[2025-03-25 00:09:45,312 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8673 +[2025-03-25 00:09:45,341 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.5032 +[2025-03-25 00:09:45,386 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3356 +[2025-03-25 00:09:45,425 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2344 +[2025-03-25 00:09:45,459 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1914 +[2025-03-25 00:09:45,499 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.4989 +[2025-03-25 00:09:45,536 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3632 +[2025-03-25 00:09:45,569 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3571 +[2025-03-25 00:09:45,609 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2795 +[2025-03-25 00:09:45,639 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.8908 +[2025-03-25 00:09:45,670 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.7603 +[2025-03-25 00:09:45,706 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6966 +[2025-03-25 00:09:45,731 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0786 +[2025-03-25 00:09:45,771 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8858 +[2025-03-25 00:09:45,815 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9535 +[2025-03-25 00:09:45,851 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9629 +[2025-03-25 00:09:45,899 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7323 +[2025-03-25 00:09:45,929 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.0947 +[2025-03-25 00:09:45,953 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.7894 +[2025-03-25 00:09:46,004 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0817 +[2025-03-25 00:09:46,058 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5051 +[2025-03-25 00:09:46,088 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6464 +[2025-03-25 00:09:46,136 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4225 +[2025-03-25 00:09:46,173 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.4068 +[2025-03-25 00:09:46,213 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8264 +[2025-03-25 00:09:46,245 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0778 +[2025-03-25 00:09:46,278 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.9953 +[2025-03-25 00:09:46,308 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.8184 +[2025-03-25 00:09:46,366 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7253 +[2025-03-25 00:09:46,408 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9801 +[2025-03-25 00:09:46,447 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.6263 +[2025-03-25 00:09:46,473 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2590 +[2025-03-25 00:09:46,507 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1360 +[2025-03-25 00:09:46,557 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7656 +[2025-03-25 00:09:46,585 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7797 +[2025-03-25 00:09:46,626 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7814 +[2025-03-25 00:09:46,663 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5538 +[2025-03-25 00:09:46,694 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6437 +[2025-03-25 00:09:46,727 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3965 +[2025-03-25 00:09:46,766 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2008 +[2025-03-25 00:09:46,796 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3544 +[2025-03-25 00:09:46,828 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.3417 +[2025-03-25 00:09:46,860 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6667 +[2025-03-25 00:09:46,894 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0334 +[2025-03-25 00:09:46,927 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.6217 +[2025-03-25 00:09:46,964 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4163 +[2025-03-25 00:09:46,992 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8146 +[2025-03-25 00:09:47,014 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6062 +[2025-03-25 00:09:47,049 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0660 +[2025-03-25 00:09:47,078 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3778 +[2025-03-25 00:09:47,098 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.3815 +[2025-03-25 00:09:47,128 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8129 +[2025-03-25 00:09:47,159 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6292 +[2025-03-25 00:09:47,211 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6879 +[2025-03-25 00:09:47,235 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5879 +[2025-03-25 00:09:47,271 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6371 +[2025-03-25 00:09:47,306 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.9286 +[2025-03-25 00:09:47,334 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9794 +[2025-03-25 00:09:47,360 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4111 +[2025-03-25 00:09:47,410 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.3824 +[2025-03-25 00:09:47,448 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1486 +[2025-03-25 00:09:47,495 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7904 +[2025-03-25 00:09:47,540 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9908 +[2025-03-25 00:09:47,576 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8216 +[2025-03-25 00:09:47,621 INFO hook.py line 748 3155176] Test: [75/78] Loss 1.0244 +[2025-03-25 00:09:47,645 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8632 +[2025-03-25 00:09:47,698 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.2818 +[2025-03-25 00:09:47,721 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7947 +[2025-03-25 00:09:48,746 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:09:48,746 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:09:48,746 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] wall : 0.7883 0.9273 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] floor : 0.9535 0.9850 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] cabinet : 0.4607 0.6255 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] bed : 0.6904 0.7797 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] chair : 0.8457 0.9207 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] sofa : 0.7463 0.8339 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] table : 0.4501 0.5328 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] door : 0.4981 0.5894 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] window : 0.4682 0.6185 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] bookshelf : 0.6819 0.8754 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] picture : 0.2845 0.3783 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] counter : 0.5419 0.7388 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] desk : 0.3775 0.8250 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] curtain : 0.4982 0.5371 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] refridgerator : 0.4087 0.4743 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] shower curtain : 0.5457 0.6290 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] toilet : 0.8198 0.9665 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] sink : 0.4986 0.5528 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] bathtub : 0.8588 0.8837 +[2025-03-25 00:09:48,747 INFO hook.py line 689 3155176] otherfurniture : 0.2703 0.3200 +[2025-03-25 00:09:48,747 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:09:48,747 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5844/0.6997/0.8387. +[2025-03-25 00:09:48,748 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:09:48,763 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:09:48,764 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:09:59,146 INFO misc.py line 135 3155176] Train result: loss: 0.3359 +[2025-03-25 00:09:59,260 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:10:10,059 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1059 +[2025-03-25 00:10:10,098 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7052 +[2025-03-25 00:10:10,133 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.8050 +[2025-03-25 00:10:10,178 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.5314 +[2025-03-25 00:10:10,210 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8149 +[2025-03-25 00:10:10,258 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9217 +[2025-03-25 00:10:10,305 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4414 +[2025-03-25 00:10:10,329 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2669 +[2025-03-25 00:10:10,380 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4352 +[2025-03-25 00:10:10,412 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8142 +[2025-03-25 00:10:10,456 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6267 +[2025-03-25 00:10:10,486 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0901 +[2025-03-25 00:10:10,531 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7863 +[2025-03-25 00:10:10,566 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6137 +[2025-03-25 00:10:10,600 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0824 +[2025-03-25 00:10:10,641 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.2467 +[2025-03-25 00:10:10,676 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4232 +[2025-03-25 00:10:10,705 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2762 +[2025-03-25 00:10:10,748 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3997 +[2025-03-25 00:10:10,777 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2571 +[2025-03-25 00:10:10,816 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2792 +[2025-03-25 00:10:10,852 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7528 +[2025-03-25 00:10:10,879 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7467 +[2025-03-25 00:10:10,922 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1486 +[2025-03-25 00:10:10,962 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1899 +[2025-03-25 00:10:11,000 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0553 +[2025-03-25 00:10:11,047 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6965 +[2025-03-25 00:10:11,077 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6793 +[2025-03-25 00:10:11,103 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3024 +[2025-03-25 00:10:11,156 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0285 +[2025-03-25 00:10:11,212 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.7296 +[2025-03-25 00:10:11,243 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4776 +[2025-03-25 00:10:11,291 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5441 +[2025-03-25 00:10:11,327 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0324 +[2025-03-25 00:10:11,364 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6486 +[2025-03-25 00:10:11,396 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0442 +[2025-03-25 00:10:11,429 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8160 +[2025-03-25 00:10:11,456 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5179 +[2025-03-25 00:10:11,513 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8360 +[2025-03-25 00:10:11,554 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.6044 +[2025-03-25 00:10:11,597 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2196 +[2025-03-25 00:10:11,622 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1820 +[2025-03-25 00:10:11,653 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1319 +[2025-03-25 00:10:11,707 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4489 +[2025-03-25 00:10:11,745 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6395 +[2025-03-25 00:10:11,789 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6982 +[2025-03-25 00:10:11,827 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9309 +[2025-03-25 00:10:11,860 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7083 +[2025-03-25 00:10:11,890 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6970 +[2025-03-25 00:10:11,928 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3005 +[2025-03-25 00:10:11,960 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1534 +[2025-03-25 00:10:11,997 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1299 +[2025-03-25 00:10:12,025 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6268 +[2025-03-25 00:10:12,063 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.6901 +[2025-03-25 00:10:12,096 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0535 +[2025-03-25 00:10:12,133 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.5666 +[2025-03-25 00:10:12,161 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6370 +[2025-03-25 00:10:12,184 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6574 +[2025-03-25 00:10:12,218 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0386 +[2025-03-25 00:10:12,247 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1808 +[2025-03-25 00:10:12,267 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9301 +[2025-03-25 00:10:12,297 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8385 +[2025-03-25 00:10:12,329 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6230 +[2025-03-25 00:10:12,381 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6543 +[2025-03-25 00:10:12,404 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3946 +[2025-03-25 00:10:12,440 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6953 +[2025-03-25 00:10:12,475 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7387 +[2025-03-25 00:10:12,503 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1497 +[2025-03-25 00:10:12,529 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4626 +[2025-03-25 00:10:12,579 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6483 +[2025-03-25 00:10:12,617 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8923 +[2025-03-25 00:10:12,664 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5790 +[2025-03-25 00:10:12,710 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6796 +[2025-03-25 00:10:12,746 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6007 +[2025-03-25 00:10:12,791 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6823 +[2025-03-25 00:10:12,816 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0367 +[2025-03-25 00:10:12,868 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.9055 +[2025-03-25 00:10:12,891 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6889 +[2025-03-25 00:10:13,948 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:10:13,948 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:10:13,948 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] wall : 0.7972 0.9377 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] floor : 0.9541 0.9875 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] cabinet : 0.4704 0.6742 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] bed : 0.7308 0.8231 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] chair : 0.8531 0.8903 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] sofa : 0.7322 0.8386 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] table : 0.6206 0.7197 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] door : 0.5405 0.6617 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] window : 0.4352 0.5227 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] bookshelf : 0.5898 0.9000 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] picture : 0.3000 0.3894 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] counter : 0.5048 0.5760 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] desk : 0.4687 0.6482 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] curtain : 0.5761 0.7200 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] refridgerator : 0.3879 0.4336 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] shower curtain : 0.5981 0.6717 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] toilet : 0.8455 0.9589 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] sink : 0.5582 0.6895 +[2025-03-25 00:10:13,949 INFO hook.py line 689 3155176] bathtub : 0.8799 0.9315 +[2025-03-25 00:10:13,950 INFO hook.py line 689 3155176] otherfurniture : 0.2781 0.3133 +[2025-03-25 00:10:13,950 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:10:13,950 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6061/0.7144/0.8505. +[2025-03-25 00:10:13,950 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:10:13,970 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:10:13,970 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:10:24,693 INFO misc.py line 135 3155176] Train result: loss: 0.3395 +[2025-03-25 00:10:24,806 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:10:35,867 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0931 +[2025-03-25 00:10:35,909 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9318 +[2025-03-25 00:10:35,953 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5775 +[2025-03-25 00:10:36,000 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6935 +[2025-03-25 00:10:36,030 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6541 +[2025-03-25 00:10:36,077 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.8130 +[2025-03-25 00:10:36,124 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4091 +[2025-03-25 00:10:36,286 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5591 +[2025-03-25 00:10:36,327 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5066 +[2025-03-25 00:10:36,360 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7449 +[2025-03-25 00:10:36,402 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6841 +[2025-03-25 00:10:36,438 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0464 +[2025-03-25 00:10:36,482 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1754 +[2025-03-25 00:10:36,515 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7356 +[2025-03-25 00:10:36,550 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7460 +[2025-03-25 00:10:36,590 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1832 +[2025-03-25 00:10:36,626 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2847 +[2025-03-25 00:10:36,656 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8651 +[2025-03-25 00:10:36,699 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4141 +[2025-03-25 00:10:36,729 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3106 +[2025-03-25 00:10:36,762 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2956 +[2025-03-25 00:10:36,799 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.1454 +[2025-03-25 00:10:36,825 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8007 +[2025-03-25 00:10:36,868 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7848 +[2025-03-25 00:10:36,906 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0161 +[2025-03-25 00:10:36,942 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8960 +[2025-03-25 00:10:36,989 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0559 +[2025-03-25 00:10:37,019 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5639 +[2025-03-25 00:10:37,043 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3677 +[2025-03-25 00:10:37,095 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8865 +[2025-03-25 00:10:37,152 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.8564 +[2025-03-25 00:10:37,183 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4996 +[2025-03-25 00:10:37,232 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3317 +[2025-03-25 00:10:37,267 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0579 +[2025-03-25 00:10:37,302 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7038 +[2025-03-25 00:10:37,336 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.7898 +[2025-03-25 00:10:37,369 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6305 +[2025-03-25 00:10:37,401 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.2768 +[2025-03-25 00:10:37,458 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8368 +[2025-03-25 00:10:37,500 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0133 +[2025-03-25 00:10:37,541 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3391 +[2025-03-25 00:10:37,566 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1156 +[2025-03-25 00:10:37,598 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1367 +[2025-03-25 00:10:37,654 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6909 +[2025-03-25 00:10:37,684 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6519 +[2025-03-25 00:10:37,724 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7361 +[2025-03-25 00:10:37,763 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9468 +[2025-03-25 00:10:37,806 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5518 +[2025-03-25 00:10:37,838 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6689 +[2025-03-25 00:10:37,875 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0358 +[2025-03-25 00:10:37,913 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0094 +[2025-03-25 00:10:37,948 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8227 +[2025-03-25 00:10:37,975 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5845 +[2025-03-25 00:10:38,010 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9320 +[2025-03-25 00:10:38,045 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0553 +[2025-03-25 00:10:38,080 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.2903 +[2025-03-25 00:10:38,109 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7072 +[2025-03-25 00:10:38,132 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6779 +[2025-03-25 00:10:38,168 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9487 +[2025-03-25 00:10:38,197 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.0840 +[2025-03-25 00:10:38,218 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9992 +[2025-03-25 00:10:38,248 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7768 +[2025-03-25 00:10:38,279 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5469 +[2025-03-25 00:10:38,332 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8528 +[2025-03-25 00:10:38,357 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.2583 +[2025-03-25 00:10:38,392 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6522 +[2025-03-25 00:10:38,427 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6140 +[2025-03-25 00:10:38,455 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7480 +[2025-03-25 00:10:38,481 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4304 +[2025-03-25 00:10:38,531 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7045 +[2025-03-25 00:10:38,570 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.7691 +[2025-03-25 00:10:38,618 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7740 +[2025-03-25 00:10:38,663 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6596 +[2025-03-25 00:10:38,699 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6825 +[2025-03-25 00:10:38,743 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6441 +[2025-03-25 00:10:38,768 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0332 +[2025-03-25 00:10:38,820 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0286 +[2025-03-25 00:10:38,844 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6723 +[2025-03-25 00:10:39,844 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:10:39,844 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:10:39,845 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] wall : 0.8018 0.9333 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] floor : 0.9514 0.9860 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] cabinet : 0.4866 0.5938 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] bed : 0.6622 0.8245 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] chair : 0.8378 0.9091 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] sofa : 0.7028 0.9124 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] table : 0.5683 0.6361 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] door : 0.5401 0.6900 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] window : 0.4428 0.5208 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] bookshelf : 0.6710 0.8665 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] picture : 0.3023 0.3753 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] counter : 0.5695 0.6758 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] desk : 0.4614 0.8443 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] curtain : 0.5840 0.7324 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] refridgerator : 0.3971 0.4195 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] shower curtain : 0.5600 0.6453 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] toilet : 0.8370 0.8528 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] sink : 0.5507 0.6307 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] bathtub : 0.8824 0.9072 +[2025-03-25 00:10:39,845 INFO hook.py line 689 3155176] otherfurniture : 0.3086 0.3547 +[2025-03-25 00:10:39,845 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:10:39,845 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6059/0.7155/0.8510. +[2025-03-25 00:10:39,846 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:10:39,861 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:10:39,861 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:10:50,328 INFO misc.py line 135 3155176] Train result: loss: 0.3430 +[2025-03-25 00:10:50,398 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:11:01,169 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0989 +[2025-03-25 00:11:01,213 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7055 +[2025-03-25 00:11:01,249 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4825 +[2025-03-25 00:11:01,295 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8377 +[2025-03-25 00:11:01,326 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7466 +[2025-03-25 00:11:01,402 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9763 +[2025-03-25 00:11:01,767 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4033 +[2025-03-25 00:11:01,801 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.5092 +[2025-03-25 00:11:01,842 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3947 +[2025-03-25 00:11:01,871 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6879 +[2025-03-25 00:11:01,916 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6534 +[2025-03-25 00:11:01,945 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9305 +[2025-03-25 00:11:01,991 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0396 +[2025-03-25 00:11:02,024 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4865 +[2025-03-25 00:11:02,059 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4242 +[2025-03-25 00:11:02,099 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1076 +[2025-03-25 00:11:02,143 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2582 +[2025-03-25 00:11:02,181 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2307 +[2025-03-25 00:11:02,222 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4089 +[2025-03-25 00:11:02,252 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.6195 +[2025-03-25 00:11:02,284 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3141 +[2025-03-25 00:11:02,322 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8424 +[2025-03-25 00:11:02,349 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7969 +[2025-03-25 00:11:02,391 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8953 +[2025-03-25 00:11:02,430 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3701 +[2025-03-25 00:11:02,465 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1262 +[2025-03-25 00:11:02,512 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5340 +[2025-03-25 00:11:02,542 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7376 +[2025-03-25 00:11:02,573 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3261 +[2025-03-25 00:11:02,623 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9443 +[2025-03-25 00:11:02,676 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6772 +[2025-03-25 00:11:02,707 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6215 +[2025-03-25 00:11:02,755 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.6185 +[2025-03-25 00:11:02,800 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9797 +[2025-03-25 00:11:02,834 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8481 +[2025-03-25 00:11:02,869 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0136 +[2025-03-25 00:11:02,903 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7747 +[2025-03-25 00:11:02,929 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4167 +[2025-03-25 00:11:02,987 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4883 +[2025-03-25 00:11:03,031 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8799 +[2025-03-25 00:11:03,073 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.3235 +[2025-03-25 00:11:03,099 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1499 +[2025-03-25 00:11:03,130 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1302 +[2025-03-25 00:11:03,185 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6238 +[2025-03-25 00:11:03,213 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6063 +[2025-03-25 00:11:03,267 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6718 +[2025-03-25 00:11:03,302 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8510 +[2025-03-25 00:11:03,334 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5098 +[2025-03-25 00:11:03,374 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4627 +[2025-03-25 00:11:03,405 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8363 +[2025-03-25 00:11:03,440 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0584 +[2025-03-25 00:11:03,477 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9083 +[2025-03-25 00:11:03,507 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5947 +[2025-03-25 00:11:03,543 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9266 +[2025-03-25 00:11:03,576 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0461 +[2025-03-25 00:11:03,613 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4760 +[2025-03-25 00:11:03,642 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6082 +[2025-03-25 00:11:03,664 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6979 +[2025-03-25 00:11:03,700 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0239 +[2025-03-25 00:11:03,729 INFO hook.py line 748 3155176] Test: [60/78] Loss 0.9080 +[2025-03-25 00:11:03,750 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0368 +[2025-03-25 00:11:03,779 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9770 +[2025-03-25 00:11:03,811 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8231 +[2025-03-25 00:11:03,864 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8620 +[2025-03-25 00:11:03,888 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.1127 +[2025-03-25 00:11:03,924 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6325 +[2025-03-25 00:11:03,959 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6899 +[2025-03-25 00:11:03,987 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7560 +[2025-03-25 00:11:04,013 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3594 +[2025-03-25 00:11:04,063 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9626 +[2025-03-25 00:11:04,102 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8819 +[2025-03-25 00:11:04,149 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7094 +[2025-03-25 00:11:04,194 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6864 +[2025-03-25 00:11:04,231 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6495 +[2025-03-25 00:11:04,275 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6666 +[2025-03-25 00:11:04,299 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0251 +[2025-03-25 00:11:04,352 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0518 +[2025-03-25 00:11:04,375 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.0051 +[2025-03-25 00:11:05,378 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:11:05,379 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:11:05,379 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] wall : 0.7974 0.9355 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] floor : 0.9569 0.9846 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] cabinet : 0.4848 0.6463 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] bed : 0.6811 0.7813 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] chair : 0.8479 0.9250 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] sofa : 0.7343 0.8377 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] table : 0.6158 0.6726 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] door : 0.5228 0.7009 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] window : 0.4671 0.5791 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] bookshelf : 0.6641 0.8542 +[2025-03-25 00:11:05,379 INFO hook.py line 689 3155176] picture : 0.3070 0.3786 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] counter : 0.5409 0.6125 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] desk : 0.5030 0.8081 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] curtain : 0.5939 0.7418 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] refridgerator : 0.3838 0.4013 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] shower curtain : 0.5160 0.5682 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] toilet : 0.8653 0.9223 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] sink : 0.5333 0.6197 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] bathtub : 0.8744 0.8991 +[2025-03-25 00:11:05,380 INFO hook.py line 689 3155176] otherfurniture : 0.3022 0.3401 +[2025-03-25 00:11:05,380 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:11:05,380 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6096/0.7105/0.8536. +[2025-03-25 00:11:05,380 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:11:05,393 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:11:05,394 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:11:15,989 INFO misc.py line 135 3155176] Train result: loss: 0.3448 +[2025-03-25 00:11:16,096 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:11:26,478 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1213 +[2025-03-25 00:11:27,012 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0478 +[2025-03-25 00:11:27,047 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6739 +[2025-03-25 00:11:27,103 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6734 +[2025-03-25 00:11:27,133 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5464 +[2025-03-25 00:11:27,186 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.4218 +[2025-03-25 00:11:27,236 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4275 +[2025-03-25 00:11:27,260 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.6239 +[2025-03-25 00:11:27,306 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2655 +[2025-03-25 00:11:27,335 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8885 +[2025-03-25 00:11:27,377 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5706 +[2025-03-25 00:11:27,456 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0210 +[2025-03-25 00:11:27,501 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3258 +[2025-03-25 00:11:27,534 INFO hook.py line 748 3155176] Test: [14/78] Loss 1.9427 +[2025-03-25 00:11:27,569 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7513 +[2025-03-25 00:11:27,608 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1554 +[2025-03-25 00:11:27,647 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.0541 +[2025-03-25 00:11:27,676 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6471 +[2025-03-25 00:11:27,717 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3722 +[2025-03-25 00:11:27,746 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9614 +[2025-03-25 00:11:27,778 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3096 +[2025-03-25 00:11:27,814 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9059 +[2025-03-25 00:11:27,842 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8217 +[2025-03-25 00:11:27,884 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.4438 +[2025-03-25 00:11:27,924 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1161 +[2025-03-25 00:11:27,959 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7996 +[2025-03-25 00:11:28,009 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.3632 +[2025-03-25 00:11:28,039 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8770 +[2025-03-25 00:11:28,063 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4038 +[2025-03-25 00:11:28,115 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0893 +[2025-03-25 00:11:28,169 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5444 +[2025-03-25 00:11:28,201 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8293 +[2025-03-25 00:11:28,250 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3598 +[2025-03-25 00:11:28,285 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1298 +[2025-03-25 00:11:28,320 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.4969 +[2025-03-25 00:11:28,355 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9280 +[2025-03-25 00:11:28,389 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8558 +[2025-03-25 00:11:28,423 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3380 +[2025-03-25 00:11:28,480 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8264 +[2025-03-25 00:11:28,532 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1792 +[2025-03-25 00:11:28,570 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1526 +[2025-03-25 00:11:28,594 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1437 +[2025-03-25 00:11:28,624 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1403 +[2025-03-25 00:11:28,676 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5184 +[2025-03-25 00:11:28,713 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6453 +[2025-03-25 00:11:28,756 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6881 +[2025-03-25 00:11:28,791 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.7711 +[2025-03-25 00:11:28,831 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5105 +[2025-03-25 00:11:28,865 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6913 +[2025-03-25 00:11:28,903 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9592 +[2025-03-25 00:11:28,937 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.6431 +[2025-03-25 00:11:28,974 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0610 +[2025-03-25 00:11:29,001 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.4697 +[2025-03-25 00:11:29,034 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0657 +[2025-03-25 00:11:29,067 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0499 +[2025-03-25 00:11:29,104 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3125 +[2025-03-25 00:11:29,132 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7788 +[2025-03-25 00:11:29,155 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7462 +[2025-03-25 00:11:29,190 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9869 +[2025-03-25 00:11:29,219 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1170 +[2025-03-25 00:11:29,240 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8745 +[2025-03-25 00:11:29,270 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8226 +[2025-03-25 00:11:29,302 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.8206 +[2025-03-25 00:11:29,355 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8215 +[2025-03-25 00:11:29,380 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3849 +[2025-03-25 00:11:29,416 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7432 +[2025-03-25 00:11:29,450 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.4911 +[2025-03-25 00:11:29,478 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9035 +[2025-03-25 00:11:29,504 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3294 +[2025-03-25 00:11:29,554 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.2380 +[2025-03-25 00:11:29,592 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9821 +[2025-03-25 00:11:29,639 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7294 +[2025-03-25 00:11:29,684 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7509 +[2025-03-25 00:11:29,721 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9511 +[2025-03-25 00:11:29,766 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7075 +[2025-03-25 00:11:29,790 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8923 +[2025-03-25 00:11:29,842 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6150 +[2025-03-25 00:11:29,865 INFO hook.py line 748 3155176] Test: [78/78] Loss 1.1162 +[2025-03-25 00:11:30,878 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:11:30,879 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:11:30,879 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] wall : 0.7983 0.9347 +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] floor : 0.9504 0.9870 +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] cabinet : 0.4555 0.5857 +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] bed : 0.6436 0.8319 +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] chair : 0.8410 0.8958 +[2025-03-25 00:11:30,879 INFO hook.py line 689 3155176] sofa : 0.6951 0.8946 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] table : 0.6175 0.7228 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] door : 0.5140 0.6280 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] window : 0.4445 0.5870 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] bookshelf : 0.6672 0.7772 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] picture : 0.2569 0.3163 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] counter : 0.5897 0.7501 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] desk : 0.4922 0.8153 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] curtain : 0.5877 0.6639 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] refridgerator : 0.4048 0.4239 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] shower curtain : 0.6130 0.7390 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] toilet : 0.8689 0.9626 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] sink : 0.5226 0.5995 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] bathtub : 0.8457 0.9210 +[2025-03-25 00:11:30,880 INFO hook.py line 689 3155176] otherfurniture : 0.3123 0.3578 +[2025-03-25 00:11:30,880 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:11:30,881 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6060/0.7197/0.8499. +[2025-03-25 00:11:30,882 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:11:30,897 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:11:30,897 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:11:41,783 INFO misc.py line 135 3155176] Train result: loss: 0.3465 +[2025-03-25 00:11:41,875 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:11:52,210 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1201 +[2025-03-25 00:11:52,677 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8095 +[2025-03-25 00:11:52,716 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.8152 +[2025-03-25 00:11:52,761 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7507 +[2025-03-25 00:11:52,799 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6119 +[2025-03-25 00:11:52,850 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9008 +[2025-03-25 00:11:52,897 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3826 +[2025-03-25 00:11:52,923 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3509 +[2025-03-25 00:11:52,966 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5085 +[2025-03-25 00:11:52,995 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7828 +[2025-03-25 00:11:53,036 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6547 +[2025-03-25 00:11:53,065 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.6641 +[2025-03-25 00:11:53,116 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.5917 +[2025-03-25 00:11:53,150 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5752 +[2025-03-25 00:11:53,185 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1895 +[2025-03-25 00:11:53,224 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1221 +[2025-03-25 00:11:53,264 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.1881 +[2025-03-25 00:11:53,298 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9742 +[2025-03-25 00:11:53,338 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0650 +[2025-03-25 00:11:53,368 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2479 +[2025-03-25 00:11:53,400 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3066 +[2025-03-25 00:11:53,439 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6416 +[2025-03-25 00:11:53,463 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7126 +[2025-03-25 00:11:53,504 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7799 +[2025-03-25 00:11:53,542 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5797 +[2025-03-25 00:11:53,577 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0421 +[2025-03-25 00:11:53,629 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6614 +[2025-03-25 00:11:53,659 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6078 +[2025-03-25 00:11:53,688 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4435 +[2025-03-25 00:11:53,739 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9819 +[2025-03-25 00:11:53,794 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5308 +[2025-03-25 00:11:53,825 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5747 +[2025-03-25 00:11:53,876 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3746 +[2025-03-25 00:11:53,911 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.2399 +[2025-03-25 00:11:53,947 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9252 +[2025-03-25 00:11:53,979 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9483 +[2025-03-25 00:11:54,012 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8882 +[2025-03-25 00:11:54,040 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.2781 +[2025-03-25 00:11:54,101 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.9795 +[2025-03-25 00:11:54,146 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.4054 +[2025-03-25 00:11:54,185 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1266 +[2025-03-25 00:11:54,211 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1966 +[2025-03-25 00:11:54,243 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2059 +[2025-03-25 00:11:54,297 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5685 +[2025-03-25 00:11:54,327 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6537 +[2025-03-25 00:11:54,369 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6951 +[2025-03-25 00:11:54,405 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3056 +[2025-03-25 00:11:54,437 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4785 +[2025-03-25 00:11:54,467 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4732 +[2025-03-25 00:11:54,506 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2372 +[2025-03-25 00:11:54,536 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3625 +[2025-03-25 00:11:54,577 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8831 +[2025-03-25 00:11:54,611 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7138 +[2025-03-25 00:11:54,646 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9434 +[2025-03-25 00:11:54,680 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0732 +[2025-03-25 00:11:54,717 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3711 +[2025-03-25 00:11:54,745 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.0339 +[2025-03-25 00:11:54,767 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7437 +[2025-03-25 00:11:54,802 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9155 +[2025-03-25 00:11:54,831 INFO hook.py line 748 3155176] Test: [60/78] Loss 0.9847 +[2025-03-25 00:11:54,852 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8365 +[2025-03-25 00:11:54,881 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9753 +[2025-03-25 00:11:54,914 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1700 +[2025-03-25 00:11:54,966 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.9355 +[2025-03-25 00:11:54,990 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5063 +[2025-03-25 00:11:55,025 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5372 +[2025-03-25 00:11:55,060 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.5877 +[2025-03-25 00:11:55,088 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0913 +[2025-03-25 00:11:55,114 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3510 +[2025-03-25 00:11:55,163 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7639 +[2025-03-25 00:11:55,202 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0568 +[2025-03-25 00:11:55,249 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7863 +[2025-03-25 00:11:55,294 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6319 +[2025-03-25 00:11:55,330 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8834 +[2025-03-25 00:11:55,374 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7389 +[2025-03-25 00:11:55,399 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8125 +[2025-03-25 00:11:55,451 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6881 +[2025-03-25 00:11:55,474 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9072 +[2025-03-25 00:11:56,429 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:11:56,430 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:11:56,430 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] wall : 0.7996 0.9362 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] floor : 0.9526 0.9852 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] cabinet : 0.4761 0.6381 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] bed : 0.7059 0.7924 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] chair : 0.8427 0.9233 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] sofa : 0.7101 0.8610 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] table : 0.5883 0.6558 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] door : 0.5338 0.6511 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] window : 0.4479 0.5751 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] bookshelf : 0.7100 0.8480 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] picture : 0.2574 0.3324 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] counter : 0.5374 0.6635 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] desk : 0.4964 0.8304 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] curtain : 0.5854 0.6893 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] refridgerator : 0.4513 0.5157 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] shower curtain : 0.5416 0.5834 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] toilet : 0.8993 0.9651 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] sink : 0.5600 0.6764 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] bathtub : 0.8594 0.9331 +[2025-03-25 00:11:56,430 INFO hook.py line 689 3155176] otherfurniture : 0.3105 0.3636 +[2025-03-25 00:11:56,430 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:11:56,430 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6133/0.7210/0.8529. +[2025-03-25 00:11:56,431 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:11:56,446 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:11:56,446 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:12:06,875 INFO misc.py line 135 3155176] Train result: loss: 0.3357 +[2025-03-25 00:12:06,982 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:12:17,700 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1026 +[2025-03-25 00:12:17,762 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9589 +[2025-03-25 00:12:17,800 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5510 +[2025-03-25 00:12:17,953 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6909 +[2025-03-25 00:12:17,984 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4394 +[2025-03-25 00:12:18,030 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.6939 +[2025-03-25 00:12:18,077 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4459 +[2025-03-25 00:12:18,251 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.6650 +[2025-03-25 00:12:18,289 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3241 +[2025-03-25 00:12:18,341 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9941 +[2025-03-25 00:12:18,383 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7054 +[2025-03-25 00:12:18,412 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9359 +[2025-03-25 00:12:18,457 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0682 +[2025-03-25 00:12:18,490 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5232 +[2025-03-25 00:12:18,523 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.6561 +[2025-03-25 00:12:18,563 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0851 +[2025-03-25 00:12:18,598 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4397 +[2025-03-25 00:12:18,627 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9134 +[2025-03-25 00:12:18,676 INFO hook.py line 748 3155176] Test: [19/78] Loss 0.9902 +[2025-03-25 00:12:18,708 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1561 +[2025-03-25 00:12:18,740 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3173 +[2025-03-25 00:12:18,776 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7289 +[2025-03-25 00:12:18,804 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9186 +[2025-03-25 00:12:18,851 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7311 +[2025-03-25 00:12:18,888 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.6999 +[2025-03-25 00:12:18,924 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0583 +[2025-03-25 00:12:18,971 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4796 +[2025-03-25 00:12:19,008 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.3242 +[2025-03-25 00:12:19,043 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3784 +[2025-03-25 00:12:19,093 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0140 +[2025-03-25 00:12:19,146 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4318 +[2025-03-25 00:12:19,177 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4943 +[2025-03-25 00:12:19,227 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3855 +[2025-03-25 00:12:19,264 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0439 +[2025-03-25 00:12:19,298 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8715 +[2025-03-25 00:12:19,331 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.7952 +[2025-03-25 00:12:19,364 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.8148 +[2025-03-25 00:12:19,397 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4027 +[2025-03-25 00:12:19,454 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6540 +[2025-03-25 00:12:19,495 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0758 +[2025-03-25 00:12:19,536 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1343 +[2025-03-25 00:12:19,562 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2054 +[2025-03-25 00:12:19,593 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1161 +[2025-03-25 00:12:19,644 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4128 +[2025-03-25 00:12:19,674 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6857 +[2025-03-25 00:12:19,716 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7070 +[2025-03-25 00:12:19,752 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4206 +[2025-03-25 00:12:19,785 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7222 +[2025-03-25 00:12:19,815 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3002 +[2025-03-25 00:12:19,847 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9827 +[2025-03-25 00:12:19,875 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.2057 +[2025-03-25 00:12:19,914 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9006 +[2025-03-25 00:12:19,940 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7973 +[2025-03-25 00:12:19,976 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9122 +[2025-03-25 00:12:20,010 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0514 +[2025-03-25 00:12:20,046 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4827 +[2025-03-25 00:12:20,074 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8510 +[2025-03-25 00:12:20,097 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5283 +[2025-03-25 00:12:20,132 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9927 +[2025-03-25 00:12:20,161 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2192 +[2025-03-25 00:12:20,182 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.4887 +[2025-03-25 00:12:20,211 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0221 +[2025-03-25 00:12:20,243 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3333 +[2025-03-25 00:12:20,295 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6797 +[2025-03-25 00:12:20,320 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4586 +[2025-03-25 00:12:20,355 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.8482 +[2025-03-25 00:12:20,390 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7235 +[2025-03-25 00:12:20,418 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8779 +[2025-03-25 00:12:20,444 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4267 +[2025-03-25 00:12:20,494 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9336 +[2025-03-25 00:12:20,533 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9526 +[2025-03-25 00:12:20,580 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7424 +[2025-03-25 00:12:20,625 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7908 +[2025-03-25 00:12:20,662 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9008 +[2025-03-25 00:12:20,706 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6745 +[2025-03-25 00:12:20,730 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8355 +[2025-03-25 00:12:20,782 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7019 +[2025-03-25 00:12:20,806 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9019 +[2025-03-25 00:12:21,787 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:12:21,787 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:12:21,787 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] wall : 0.7933 0.9296 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] floor : 0.9546 0.9885 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] cabinet : 0.4890 0.6301 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] bed : 0.6885 0.7978 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] chair : 0.8401 0.9175 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] sofa : 0.7128 0.8255 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] table : 0.6216 0.7214 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] door : 0.5284 0.7005 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] window : 0.4674 0.6292 +[2025-03-25 00:12:21,787 INFO hook.py line 689 3155176] bookshelf : 0.6866 0.8339 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] picture : 0.2869 0.4152 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] counter : 0.4867 0.6676 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] desk : 0.4666 0.6783 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] curtain : 0.5281 0.5868 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] refridgerator : 0.4822 0.5353 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] shower curtain : 0.5633 0.6522 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] toilet : 0.8800 0.9475 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] sink : 0.5331 0.6824 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] bathtub : 0.8690 0.8866 +[2025-03-25 00:12:21,788 INFO hook.py line 689 3155176] otherfurniture : 0.3105 0.3426 +[2025-03-25 00:12:21,789 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:12:21,789 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6094/0.7184/0.8519. +[2025-03-25 00:12:21,789 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:12:21,801 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:12:21,801 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:12:32,884 INFO misc.py line 135 3155176] Train result: loss: 0.3245 +[2025-03-25 00:12:32,964 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:12:43,328 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1093 +[2025-03-25 00:12:43,891 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1720 +[2025-03-25 00:12:43,922 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.6518 +[2025-03-25 00:12:43,975 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6414 +[2025-03-25 00:12:44,007 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4687 +[2025-03-25 00:12:44,197 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.8583 +[2025-03-25 00:12:44,243 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4760 +[2025-03-25 00:12:44,268 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3450 +[2025-03-25 00:12:44,310 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2495 +[2025-03-25 00:12:44,339 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6206 +[2025-03-25 00:12:44,380 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6706 +[2025-03-25 00:12:44,415 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0459 +[2025-03-25 00:12:44,459 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0814 +[2025-03-25 00:12:44,492 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3045 +[2025-03-25 00:12:44,526 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.6910 +[2025-03-25 00:12:44,567 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0497 +[2025-03-25 00:12:44,603 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2566 +[2025-03-25 00:12:44,636 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.6327 +[2025-03-25 00:12:44,677 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3683 +[2025-03-25 00:12:44,707 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3487 +[2025-03-25 00:12:44,740 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2941 +[2025-03-25 00:12:44,778 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6498 +[2025-03-25 00:12:44,803 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9232 +[2025-03-25 00:12:44,843 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8526 +[2025-03-25 00:12:44,883 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2652 +[2025-03-25 00:12:44,918 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9111 +[2025-03-25 00:12:44,965 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5690 +[2025-03-25 00:12:44,999 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7181 +[2025-03-25 00:12:45,024 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2777 +[2025-03-25 00:12:45,081 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.1257 +[2025-03-25 00:12:45,138 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4700 +[2025-03-25 00:12:45,170 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4291 +[2025-03-25 00:12:45,221 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5049 +[2025-03-25 00:12:45,258 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.5332 +[2025-03-25 00:12:45,294 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.9380 +[2025-03-25 00:12:45,340 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9965 +[2025-03-25 00:12:45,373 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7909 +[2025-03-25 00:12:45,400 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3316 +[2025-03-25 00:12:45,457 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.0281 +[2025-03-25 00:12:45,501 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9203 +[2025-03-25 00:12:45,543 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0481 +[2025-03-25 00:12:45,569 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2179 +[2025-03-25 00:12:45,599 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1534 +[2025-03-25 00:12:45,650 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5621 +[2025-03-25 00:12:45,679 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7908 +[2025-03-25 00:12:45,721 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6860 +[2025-03-25 00:12:45,760 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0308 +[2025-03-25 00:12:45,798 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6699 +[2025-03-25 00:12:45,829 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7702 +[2025-03-25 00:12:45,858 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.7104 +[2025-03-25 00:12:45,885 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.9509 +[2025-03-25 00:12:45,921 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.2216 +[2025-03-25 00:12:45,960 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7660 +[2025-03-25 00:12:45,998 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9373 +[2025-03-25 00:12:46,032 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0359 +[2025-03-25 00:12:46,068 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4364 +[2025-03-25 00:12:46,096 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6186 +[2025-03-25 00:12:46,119 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6170 +[2025-03-25 00:12:46,153 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9857 +[2025-03-25 00:12:46,182 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3238 +[2025-03-25 00:12:46,203 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9837 +[2025-03-25 00:12:46,233 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.6885 +[2025-03-25 00:12:46,265 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3815 +[2025-03-25 00:12:46,317 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5630 +[2025-03-25 00:12:46,341 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7898 +[2025-03-25 00:12:46,377 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6512 +[2025-03-25 00:12:46,411 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6235 +[2025-03-25 00:12:46,440 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.3931 +[2025-03-25 00:12:46,466 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4345 +[2025-03-25 00:12:46,516 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5057 +[2025-03-25 00:12:46,554 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0963 +[2025-03-25 00:12:46,602 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4354 +[2025-03-25 00:12:46,647 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7015 +[2025-03-25 00:12:46,684 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8528 +[2025-03-25 00:12:46,728 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6149 +[2025-03-25 00:12:46,753 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8967 +[2025-03-25 00:12:46,805 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6868 +[2025-03-25 00:12:46,829 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.3400 +[2025-03-25 00:12:47,863 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:12:47,864 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:12:47,864 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] wall : 0.7858 0.9512 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] floor : 0.9597 0.9865 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] cabinet : 0.4835 0.6185 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] bed : 0.6854 0.7364 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] chair : 0.8366 0.9431 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] sofa : 0.7178 0.8606 +[2025-03-25 00:12:47,864 INFO hook.py line 689 3155176] table : 0.6205 0.7598 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] door : 0.4966 0.5744 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] window : 0.4228 0.5256 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] bookshelf : 0.7133 0.8157 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] picture : 0.2690 0.3424 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] counter : 0.5718 0.7348 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] desk : 0.5513 0.7688 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] curtain : 0.4827 0.5234 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] refridgerator : 0.4005 0.4532 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] shower curtain : 0.6089 0.7660 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] toilet : 0.8735 0.9495 +[2025-03-25 00:12:47,865 INFO hook.py line 689 3155176] sink : 0.5056 0.5648 +[2025-03-25 00:12:47,866 INFO hook.py line 689 3155176] bathtub : 0.8746 0.9261 +[2025-03-25 00:12:47,866 INFO hook.py line 689 3155176] otherfurniture : 0.3268 0.3705 +[2025-03-25 00:12:47,866 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:12:47,866 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6093/0.7086/0.8526. +[2025-03-25 00:12:47,867 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:12:47,876 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:12:47,876 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:12:58,247 INFO misc.py line 135 3155176] Train result: loss: 0.3454 +[2025-03-25 00:12:58,367 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:13:08,958 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1736 +[2025-03-25 00:13:08,999 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.1949 +[2025-03-25 00:13:09,036 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4271 +[2025-03-25 00:13:09,080 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7075 +[2025-03-25 00:13:09,114 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8285 +[2025-03-25 00:13:09,167 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.6962 +[2025-03-25 00:13:09,536 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5150 +[2025-03-25 00:13:09,559 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3111 +[2025-03-25 00:13:09,601 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2860 +[2025-03-25 00:13:09,629 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7698 +[2025-03-25 00:13:09,671 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8040 +[2025-03-25 00:13:09,702 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1244 +[2025-03-25 00:13:09,746 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0353 +[2025-03-25 00:13:09,779 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6322 +[2025-03-25 00:13:09,816 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.6159 +[2025-03-25 00:13:09,856 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1658 +[2025-03-25 00:13:09,891 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3438 +[2025-03-25 00:13:09,920 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.4493 +[2025-03-25 00:13:09,959 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.5294 +[2025-03-25 00:13:09,990 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6456 +[2025-03-25 00:13:10,022 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3653 +[2025-03-25 00:13:10,059 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.0491 +[2025-03-25 00:13:10,085 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9927 +[2025-03-25 00:13:10,126 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.7512 +[2025-03-25 00:13:10,167 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5270 +[2025-03-25 00:13:10,203 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0326 +[2025-03-25 00:13:10,249 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.0215 +[2025-03-25 00:13:10,282 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6846 +[2025-03-25 00:13:10,309 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3993 +[2025-03-25 00:13:10,360 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8799 +[2025-03-25 00:13:10,415 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4982 +[2025-03-25 00:13:10,446 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.8993 +[2025-03-25 00:13:10,495 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.5561 +[2025-03-25 00:13:10,532 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0595 +[2025-03-25 00:13:10,569 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8218 +[2025-03-25 00:13:10,602 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9122 +[2025-03-25 00:13:10,635 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5713 +[2025-03-25 00:13:10,664 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3323 +[2025-03-25 00:13:10,721 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6775 +[2025-03-25 00:13:10,774 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0465 +[2025-03-25 00:13:10,813 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1449 +[2025-03-25 00:13:10,838 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1778 +[2025-03-25 00:13:10,873 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2694 +[2025-03-25 00:13:10,924 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7307 +[2025-03-25 00:13:10,956 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6868 +[2025-03-25 00:13:10,998 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6430 +[2025-03-25 00:13:11,033 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.4915 +[2025-03-25 00:13:11,064 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7118 +[2025-03-25 00:13:11,104 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7152 +[2025-03-25 00:13:11,138 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2586 +[2025-03-25 00:13:11,172 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.9849 +[2025-03-25 00:13:11,205 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0253 +[2025-03-25 00:13:11,233 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7595 +[2025-03-25 00:13:11,268 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.6883 +[2025-03-25 00:13:11,302 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0541 +[2025-03-25 00:13:11,338 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3782 +[2025-03-25 00:13:11,367 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6344 +[2025-03-25 00:13:11,390 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6436 +[2025-03-25 00:13:11,424 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9354 +[2025-03-25 00:13:11,453 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.1754 +[2025-03-25 00:13:11,474 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1391 +[2025-03-25 00:13:11,504 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8415 +[2025-03-25 00:13:11,537 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5803 +[2025-03-25 00:13:11,589 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8626 +[2025-03-25 00:13:11,613 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5582 +[2025-03-25 00:13:11,649 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5411 +[2025-03-25 00:13:11,684 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8801 +[2025-03-25 00:13:11,712 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1604 +[2025-03-25 00:13:11,738 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4199 +[2025-03-25 00:13:11,788 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7864 +[2025-03-25 00:13:11,826 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.3429 +[2025-03-25 00:13:11,874 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6602 +[2025-03-25 00:13:11,919 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0950 +[2025-03-25 00:13:11,955 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.3882 +[2025-03-25 00:13:11,999 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6937 +[2025-03-25 00:13:12,024 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.5890 +[2025-03-25 00:13:12,076 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0054 +[2025-03-25 00:13:12,100 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8948 +[2025-03-25 00:13:13,064 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:13:13,064 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:13:13,065 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] wall : 0.7913 0.9289 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] floor : 0.9582 0.9840 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] cabinet : 0.4591 0.6195 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] bed : 0.7018 0.7684 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] chair : 0.8381 0.9075 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] sofa : 0.6890 0.8759 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] table : 0.5820 0.6719 +[2025-03-25 00:13:13,065 INFO hook.py line 689 3155176] door : 0.5302 0.6665 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] window : 0.4506 0.5909 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] bookshelf : 0.6251 0.7324 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] picture : 0.2327 0.3257 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] counter : 0.5355 0.6448 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] desk : 0.4581 0.8759 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] curtain : 0.5002 0.5333 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] refridgerator : 0.4030 0.4403 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] shower curtain : 0.5634 0.6477 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] toilet : 0.8517 0.9600 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] sink : 0.5198 0.6301 +[2025-03-25 00:13:13,066 INFO hook.py line 689 3155176] bathtub : 0.8699 0.9133 +[2025-03-25 00:13:13,067 INFO hook.py line 689 3155176] otherfurniture : 0.3329 0.4021 +[2025-03-25 00:13:13,067 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:13:13,067 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.5946/0.7060/0.8459. +[2025-03-25 00:13:13,067 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:13:13,084 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:13:13,084 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:13:23,428 INFO misc.py line 135 3155176] Train result: loss: 0.3090 +[2025-03-25 00:13:23,510 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:13:33,852 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1018 +[2025-03-25 00:13:33,897 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9506 +[2025-03-25 00:13:33,944 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5991 +[2025-03-25 00:13:34,050 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8214 +[2025-03-25 00:13:34,440 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5554 +[2025-03-25 00:13:34,699 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.8795 +[2025-03-25 00:13:34,819 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4268 +[2025-03-25 00:13:34,844 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3482 +[2025-03-25 00:13:34,892 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2560 +[2025-03-25 00:13:34,920 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6061 +[2025-03-25 00:13:34,962 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6169 +[2025-03-25 00:13:34,991 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1322 +[2025-03-25 00:13:35,036 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7792 +[2025-03-25 00:13:35,069 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4981 +[2025-03-25 00:13:35,110 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.3892 +[2025-03-25 00:13:35,151 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0821 +[2025-03-25 00:13:35,186 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3894 +[2025-03-25 00:13:35,216 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3061 +[2025-03-25 00:13:35,259 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1464 +[2025-03-25 00:13:35,290 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.8798 +[2025-03-25 00:13:35,322 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2736 +[2025-03-25 00:13:35,358 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7534 +[2025-03-25 00:13:35,383 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.6306 +[2025-03-25 00:13:35,427 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.8608 +[2025-03-25 00:13:35,465 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1761 +[2025-03-25 00:13:35,500 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9126 +[2025-03-25 00:13:35,549 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5688 +[2025-03-25 00:13:35,579 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7128 +[2025-03-25 00:13:35,603 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3151 +[2025-03-25 00:13:35,656 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9456 +[2025-03-25 00:13:35,712 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5685 +[2025-03-25 00:13:35,744 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6542 +[2025-03-25 00:13:35,793 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3705 +[2025-03-25 00:13:35,827 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9940 +[2025-03-25 00:13:35,862 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6430 +[2025-03-25 00:13:35,905 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8959 +[2025-03-25 00:13:35,943 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7547 +[2025-03-25 00:13:35,972 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3424 +[2025-03-25 00:13:36,029 INFO hook.py line 748 3155176] Test: [39/78] Loss 2.1142 +[2025-03-25 00:13:36,071 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0679 +[2025-03-25 00:13:36,110 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1005 +[2025-03-25 00:13:36,136 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1529 +[2025-03-25 00:13:36,178 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1279 +[2025-03-25 00:13:36,231 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5173 +[2025-03-25 00:13:36,260 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7482 +[2025-03-25 00:13:36,300 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6686 +[2025-03-25 00:13:36,338 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9808 +[2025-03-25 00:13:36,370 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4908 +[2025-03-25 00:13:36,405 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6629 +[2025-03-25 00:13:36,437 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2371 +[2025-03-25 00:13:36,470 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.2003 +[2025-03-25 00:13:36,503 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9062 +[2025-03-25 00:13:36,532 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.4403 +[2025-03-25 00:13:36,569 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9819 +[2025-03-25 00:13:36,602 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0495 +[2025-03-25 00:13:36,639 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3175 +[2025-03-25 00:13:36,667 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7436 +[2025-03-25 00:13:36,691 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5727 +[2025-03-25 00:13:36,726 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9517 +[2025-03-25 00:13:36,754 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2739 +[2025-03-25 00:13:36,775 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9264 +[2025-03-25 00:13:36,805 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8416 +[2025-03-25 00:13:36,837 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4823 +[2025-03-25 00:13:36,889 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5636 +[2025-03-25 00:13:36,913 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4460 +[2025-03-25 00:13:36,949 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.4994 +[2025-03-25 00:13:36,983 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7386 +[2025-03-25 00:13:37,011 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8560 +[2025-03-25 00:13:37,037 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4160 +[2025-03-25 00:13:37,086 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6335 +[2025-03-25 00:13:37,125 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0767 +[2025-03-25 00:13:37,172 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6760 +[2025-03-25 00:13:37,217 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6921 +[2025-03-25 00:13:37,254 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8449 +[2025-03-25 00:13:37,298 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6464 +[2025-03-25 00:13:37,323 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8632 +[2025-03-25 00:13:37,375 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.3699 +[2025-03-25 00:13:37,397 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8196 +[2025-03-25 00:13:38,310 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:13:38,310 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:13:38,310 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] wall : 0.7984 0.9389 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] floor : 0.9578 0.9867 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] cabinet : 0.5070 0.6316 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] bed : 0.6951 0.7535 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] chair : 0.8327 0.9168 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] sofa : 0.7209 0.8836 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] table : 0.6131 0.7511 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] door : 0.5316 0.6533 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] window : 0.4426 0.5753 +[2025-03-25 00:13:38,310 INFO hook.py line 689 3155176] bookshelf : 0.6872 0.8383 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] picture : 0.2739 0.3861 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] counter : 0.5507 0.7222 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] desk : 0.5178 0.7766 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] curtain : 0.5659 0.6198 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] refridgerator : 0.4134 0.4357 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] shower curtain : 0.6183 0.6992 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] toilet : 0.8484 0.9476 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] sink : 0.5387 0.6427 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] bathtub : 0.8413 0.9102 +[2025-03-25 00:13:38,311 INFO hook.py line 689 3155176] otherfurniture : 0.3434 0.3853 +[2025-03-25 00:13:38,311 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:13:38,311 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6149/0.7227/0.8559. +[2025-03-25 00:13:38,311 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:13:38,317 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:13:38,317 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:13:48,620 INFO misc.py line 135 3155176] Train result: loss: 0.3004 +[2025-03-25 00:13:48,728 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:13:58,868 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1132 +[2025-03-25 00:13:59,075 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8346 +[2025-03-25 00:13:59,107 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5940 +[2025-03-25 00:13:59,589 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7647 +[2025-03-25 00:13:59,628 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7177 +[2025-03-25 00:13:59,682 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2092 +[2025-03-25 00:13:59,730 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4359 +[2025-03-25 00:13:59,872 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2633 +[2025-03-25 00:13:59,915 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4305 +[2025-03-25 00:13:59,974 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9454 +[2025-03-25 00:14:00,015 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5802 +[2025-03-25 00:14:00,162 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0964 +[2025-03-25 00:14:00,206 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7243 +[2025-03-25 00:14:00,239 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3137 +[2025-03-25 00:14:00,273 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1362 +[2025-03-25 00:14:00,313 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0796 +[2025-03-25 00:14:00,348 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.5087 +[2025-03-25 00:14:00,377 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2563 +[2025-03-25 00:14:00,420 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1684 +[2025-03-25 00:14:00,452 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9349 +[2025-03-25 00:14:00,485 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3045 +[2025-03-25 00:14:00,521 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7112 +[2025-03-25 00:14:00,546 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8627 +[2025-03-25 00:14:00,587 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9102 +[2025-03-25 00:14:00,629 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3999 +[2025-03-25 00:14:00,664 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.7739 +[2025-03-25 00:14:00,714 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3767 +[2025-03-25 00:14:00,749 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6927 +[2025-03-25 00:14:00,781 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2825 +[2025-03-25 00:14:00,838 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9242 +[2025-03-25 00:14:00,892 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5909 +[2025-03-25 00:14:00,924 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6470 +[2025-03-25 00:14:00,973 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3702 +[2025-03-25 00:14:01,011 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9966 +[2025-03-25 00:14:01,043 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6844 +[2025-03-25 00:14:01,076 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0106 +[2025-03-25 00:14:01,117 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7988 +[2025-03-25 00:14:01,144 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3153 +[2025-03-25 00:14:01,202 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6931 +[2025-03-25 00:14:01,254 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.7187 +[2025-03-25 00:14:01,295 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0263 +[2025-03-25 00:14:01,320 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3095 +[2025-03-25 00:14:01,351 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.2268 +[2025-03-25 00:14:01,406 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4827 +[2025-03-25 00:14:01,435 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8767 +[2025-03-25 00:14:01,476 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6679 +[2025-03-25 00:14:01,514 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8848 +[2025-03-25 00:14:01,546 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6922 +[2025-03-25 00:14:01,577 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6304 +[2025-03-25 00:14:01,611 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.5042 +[2025-03-25 00:14:01,641 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9379 +[2025-03-25 00:14:01,678 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1479 +[2025-03-25 00:14:01,715 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6355 +[2025-03-25 00:14:01,749 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9334 +[2025-03-25 00:14:01,783 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0432 +[2025-03-25 00:14:01,819 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3588 +[2025-03-25 00:14:01,848 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7671 +[2025-03-25 00:14:01,870 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.7750 +[2025-03-25 00:14:01,906 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9768 +[2025-03-25 00:14:01,936 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3736 +[2025-03-25 00:14:01,957 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0871 +[2025-03-25 00:14:01,987 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.5737 +[2025-03-25 00:14:02,019 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2422 +[2025-03-25 00:14:02,071 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5945 +[2025-03-25 00:14:02,097 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5607 +[2025-03-25 00:14:02,132 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6530 +[2025-03-25 00:14:02,167 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8235 +[2025-03-25 00:14:02,195 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.5288 +[2025-03-25 00:14:02,221 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4150 +[2025-03-25 00:14:02,271 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4620 +[2025-03-25 00:14:02,309 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9444 +[2025-03-25 00:14:02,357 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4932 +[2025-03-25 00:14:02,402 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.5982 +[2025-03-25 00:14:02,438 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8900 +[2025-03-25 00:14:02,483 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6168 +[2025-03-25 00:14:02,507 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7935 +[2025-03-25 00:14:02,559 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4210 +[2025-03-25 00:14:02,582 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6419 +[2025-03-25 00:14:03,591 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:14:03,592 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:14:03,592 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] wall : 0.7947 0.9473 +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] floor : 0.9592 0.9840 +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] cabinet : 0.4799 0.6213 +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] bed : 0.6668 0.7306 +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] chair : 0.8551 0.9228 +[2025-03-25 00:14:03,592 INFO hook.py line 689 3155176] sofa : 0.6946 0.8715 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] table : 0.6336 0.7607 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] door : 0.5499 0.6541 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] window : 0.4363 0.5864 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] bookshelf : 0.6948 0.8381 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] picture : 0.2462 0.3167 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] counter : 0.5314 0.7407 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] desk : 0.4850 0.6753 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] curtain : 0.5633 0.6235 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] refridgerator : 0.3612 0.3778 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] shower curtain : 0.6078 0.6604 +[2025-03-25 00:14:03,593 INFO hook.py line 689 3155176] toilet : 0.8565 0.9592 +[2025-03-25 00:14:03,594 INFO hook.py line 689 3155176] sink : 0.5282 0.6075 +[2025-03-25 00:14:03,594 INFO hook.py line 689 3155176] bathtub : 0.8637 0.9234 +[2025-03-25 00:14:03,594 INFO hook.py line 689 3155176] otherfurniture : 0.3031 0.3508 +[2025-03-25 00:14:03,594 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:14:03,594 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6056/0.7076/0.8536. +[2025-03-25 00:14:03,595 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:14:03,609 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:14:03,610 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:14:14,363 INFO misc.py line 135 3155176] Train result: loss: 0.3014 +[2025-03-25 00:14:14,456 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:14:24,587 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0966 +[2025-03-25 00:14:24,669 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.2447 +[2025-03-25 00:14:24,818 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4446 +[2025-03-25 00:14:24,896 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6822 +[2025-03-25 00:14:25,256 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4672 +[2025-03-25 00:14:25,486 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9990 +[2025-03-25 00:14:25,534 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4861 +[2025-03-25 00:14:25,572 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2390 +[2025-03-25 00:14:25,610 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1252 +[2025-03-25 00:14:25,855 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9178 +[2025-03-25 00:14:25,896 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.4529 +[2025-03-25 00:14:25,927 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1591 +[2025-03-25 00:14:25,971 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.3270 +[2025-03-25 00:14:26,006 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3262 +[2025-03-25 00:14:26,040 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1630 +[2025-03-25 00:14:26,081 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.1184 +[2025-03-25 00:14:26,116 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2181 +[2025-03-25 00:14:26,154 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2898 +[2025-03-25 00:14:26,195 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4370 +[2025-03-25 00:14:26,224 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0563 +[2025-03-25 00:14:26,260 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3207 +[2025-03-25 00:14:26,297 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4980 +[2025-03-25 00:14:26,322 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.6478 +[2025-03-25 00:14:26,362 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.6927 +[2025-03-25 00:14:26,402 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2703 +[2025-03-25 00:14:26,438 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9268 +[2025-03-25 00:14:26,490 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3817 +[2025-03-25 00:14:26,520 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6430 +[2025-03-25 00:14:26,552 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2878 +[2025-03-25 00:14:26,602 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8566 +[2025-03-25 00:14:26,657 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.3256 +[2025-03-25 00:14:26,689 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6598 +[2025-03-25 00:14:26,739 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4045 +[2025-03-25 00:14:26,774 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1310 +[2025-03-25 00:14:26,811 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7020 +[2025-03-25 00:14:26,843 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8461 +[2025-03-25 00:14:26,877 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5926 +[2025-03-25 00:14:26,907 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4240 +[2025-03-25 00:14:26,967 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6606 +[2025-03-25 00:14:27,011 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9118 +[2025-03-25 00:14:27,057 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9614 +[2025-03-25 00:14:27,082 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.3468 +[2025-03-25 00:14:27,113 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1296 +[2025-03-25 00:14:27,169 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6562 +[2025-03-25 00:14:27,209 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6824 +[2025-03-25 00:14:27,250 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6792 +[2025-03-25 00:14:27,287 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5390 +[2025-03-25 00:14:27,318 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6287 +[2025-03-25 00:14:27,353 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5695 +[2025-03-25 00:14:27,383 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3764 +[2025-03-25 00:14:27,414 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.7103 +[2025-03-25 00:14:27,447 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0069 +[2025-03-25 00:14:27,477 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6995 +[2025-03-25 00:14:27,511 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0715 +[2025-03-25 00:14:27,544 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0341 +[2025-03-25 00:14:27,581 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3203 +[2025-03-25 00:14:27,609 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.2083 +[2025-03-25 00:14:27,631 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6848 +[2025-03-25 00:14:27,666 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.7423 +[2025-03-25 00:14:27,695 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.5430 +[2025-03-25 00:14:27,717 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.1025 +[2025-03-25 00:14:27,747 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7169 +[2025-03-25 00:14:27,779 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6176 +[2025-03-25 00:14:27,831 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6882 +[2025-03-25 00:14:27,855 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4577 +[2025-03-25 00:14:27,891 INFO hook.py line 748 3155176] Test: [66/78] Loss 1.0685 +[2025-03-25 00:14:27,925 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7872 +[2025-03-25 00:14:27,953 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.1360 +[2025-03-25 00:14:27,979 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3661 +[2025-03-25 00:14:28,028 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6723 +[2025-03-25 00:14:28,067 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2255 +[2025-03-25 00:14:28,114 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6551 +[2025-03-25 00:14:28,159 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6940 +[2025-03-25 00:14:28,196 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8391 +[2025-03-25 00:14:28,240 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6896 +[2025-03-25 00:14:28,264 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8570 +[2025-03-25 00:14:28,316 INFO hook.py line 748 3155176] Test: [77/78] Loss 1.0037 +[2025-03-25 00:14:28,340 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5293 +[2025-03-25 00:14:29,242 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:14:29,243 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:14:29,243 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] wall : 0.7957 0.9410 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] floor : 0.9573 0.9852 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] cabinet : 0.4810 0.5708 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] bed : 0.6747 0.7599 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] chair : 0.8408 0.9307 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] sofa : 0.7011 0.8070 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] table : 0.5917 0.7445 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] door : 0.5225 0.6107 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] window : 0.4547 0.6286 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] bookshelf : 0.6621 0.7873 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] picture : 0.2732 0.3560 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] counter : 0.5622 0.6461 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] desk : 0.5115 0.8064 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] curtain : 0.5767 0.6709 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] refridgerator : 0.4045 0.4437 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] shower curtain : 0.5689 0.6456 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] toilet : 0.8646 0.9238 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] sink : 0.5200 0.5842 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] bathtub : 0.8618 0.8806 +[2025-03-25 00:14:29,243 INFO hook.py line 689 3155176] otherfurniture : 0.3301 0.3950 +[2025-03-25 00:14:29,243 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:14:29,243 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6078/0.7059/0.8521. +[2025-03-25 00:14:29,243 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:14:29,255 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:14:29,255 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:14:40,272 INFO misc.py line 135 3155176] Train result: loss: 0.3169 +[2025-03-25 00:14:40,372 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:14:51,048 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0917 +[2025-03-25 00:14:51,097 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.6587 +[2025-03-25 00:14:51,141 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3149 +[2025-03-25 00:14:51,188 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8572 +[2025-03-25 00:14:51,225 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8143 +[2025-03-25 00:14:51,285 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0015 +[2025-03-25 00:14:51,461 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4122 +[2025-03-25 00:14:51,489 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3133 +[2025-03-25 00:14:51,529 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3169 +[2025-03-25 00:14:51,561 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6371 +[2025-03-25 00:14:51,609 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5525 +[2025-03-25 00:14:51,639 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0875 +[2025-03-25 00:14:51,684 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2683 +[2025-03-25 00:14:51,717 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5038 +[2025-03-25 00:14:51,751 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1642 +[2025-03-25 00:14:51,791 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0724 +[2025-03-25 00:14:51,827 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3345 +[2025-03-25 00:14:51,860 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3092 +[2025-03-25 00:14:51,900 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3285 +[2025-03-25 00:14:51,934 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0573 +[2025-03-25 00:14:51,972 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2562 +[2025-03-25 00:14:52,010 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.1218 +[2025-03-25 00:14:52,039 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9176 +[2025-03-25 00:14:52,078 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0362 +[2025-03-25 00:14:52,117 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1740 +[2025-03-25 00:14:52,152 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9460 +[2025-03-25 00:14:52,199 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.9245 +[2025-03-25 00:14:52,228 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7288 +[2025-03-25 00:14:52,254 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2836 +[2025-03-25 00:14:52,306 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6769 +[2025-03-25 00:14:52,360 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4236 +[2025-03-25 00:14:52,403 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7191 +[2025-03-25 00:14:52,452 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4481 +[2025-03-25 00:14:52,485 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0613 +[2025-03-25 00:14:52,530 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8589 +[2025-03-25 00:14:52,566 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0303 +[2025-03-25 00:14:52,602 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5585 +[2025-03-25 00:14:52,630 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3402 +[2025-03-25 00:14:52,686 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6006 +[2025-03-25 00:14:52,730 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2520 +[2025-03-25 00:14:52,769 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9762 +[2025-03-25 00:14:52,794 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2085 +[2025-03-25 00:14:52,825 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1303 +[2025-03-25 00:14:52,880 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4941 +[2025-03-25 00:14:52,911 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6597 +[2025-03-25 00:14:52,951 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6598 +[2025-03-25 00:14:52,990 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4524 +[2025-03-25 00:14:53,025 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6575 +[2025-03-25 00:14:53,055 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8445 +[2025-03-25 00:14:53,088 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3901 +[2025-03-25 00:14:53,120 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.9794 +[2025-03-25 00:14:53,155 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0676 +[2025-03-25 00:14:53,185 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7772 +[2025-03-25 00:14:53,221 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0349 +[2025-03-25 00:14:53,255 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0439 +[2025-03-25 00:14:53,291 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4607 +[2025-03-25 00:14:53,320 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7479 +[2025-03-25 00:14:53,343 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5535 +[2025-03-25 00:14:53,377 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9601 +[2025-03-25 00:14:53,406 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2298 +[2025-03-25 00:14:53,427 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.3475 +[2025-03-25 00:14:53,456 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7950 +[2025-03-25 00:14:53,488 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4529 +[2025-03-25 00:14:53,541 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4832 +[2025-03-25 00:14:53,564 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4823 +[2025-03-25 00:14:53,600 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5349 +[2025-03-25 00:14:53,634 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8086 +[2025-03-25 00:14:53,663 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7890 +[2025-03-25 00:14:53,688 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3495 +[2025-03-25 00:14:53,738 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7429 +[2025-03-25 00:14:53,777 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1416 +[2025-03-25 00:14:53,824 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5055 +[2025-03-25 00:14:53,869 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4668 +[2025-03-25 00:14:53,905 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9656 +[2025-03-25 00:14:53,950 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7571 +[2025-03-25 00:14:53,974 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8723 +[2025-03-25 00:14:54,026 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7690 +[2025-03-25 00:14:54,049 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.9434 +[2025-03-25 00:14:54,931 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:14:54,932 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:14:54,932 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] wall : 0.7993 0.9403 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] floor : 0.9514 0.9890 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] cabinet : 0.4915 0.6260 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] bed : 0.7033 0.7864 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] chair : 0.8398 0.8969 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] sofa : 0.6954 0.9082 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] table : 0.6204 0.7253 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] door : 0.5458 0.6792 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] window : 0.4694 0.6302 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] bookshelf : 0.6580 0.8123 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] picture : 0.2487 0.3128 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] counter : 0.5449 0.6493 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] desk : 0.5109 0.7123 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] curtain : 0.5247 0.5596 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] refridgerator : 0.4315 0.4615 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] shower curtain : 0.5957 0.6794 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] toilet : 0.9050 0.9555 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] sink : 0.5600 0.6163 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] bathtub : 0.8672 0.9073 +[2025-03-25 00:14:54,932 INFO hook.py line 689 3155176] otherfurniture : 0.3637 0.4136 +[2025-03-25 00:14:54,932 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:14:54,932 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6163/0.7131/0.8557. +[2025-03-25 00:14:54,933 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:14:54,948 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6172 +[2025-03-25 00:14:54,948 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:15:05,492 INFO misc.py line 135 3155176] Train result: loss: 0.3230 +[2025-03-25 00:15:05,571 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:15:15,818 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1044 +[2025-03-25 00:15:15,858 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.6806 +[2025-03-25 00:15:16,185 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4374 +[2025-03-25 00:15:16,244 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6166 +[2025-03-25 00:15:16,368 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4112 +[2025-03-25 00:15:16,418 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2879 +[2025-03-25 00:15:16,476 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4370 +[2025-03-25 00:15:16,502 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2693 +[2025-03-25 00:15:16,545 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.1834 +[2025-03-25 00:15:16,640 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7011 +[2025-03-25 00:15:16,681 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5420 +[2025-03-25 00:15:16,720 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9837 +[2025-03-25 00:15:16,765 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.6780 +[2025-03-25 00:15:16,800 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.2753 +[2025-03-25 00:15:16,834 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4961 +[2025-03-25 00:15:16,873 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0720 +[2025-03-25 00:15:16,913 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3116 +[2025-03-25 00:15:16,948 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.5530 +[2025-03-25 00:15:16,991 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.4382 +[2025-03-25 00:15:17,022 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2019 +[2025-03-25 00:15:17,053 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2335 +[2025-03-25 00:15:17,089 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8735 +[2025-03-25 00:15:17,115 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9953 +[2025-03-25 00:15:17,155 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0595 +[2025-03-25 00:15:17,194 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9677 +[2025-03-25 00:15:17,229 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9338 +[2025-03-25 00:15:17,276 INFO hook.py line 748 3155176] Test: [27/78] Loss 2.1340 +[2025-03-25 00:15:17,306 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8959 +[2025-03-25 00:15:17,331 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2124 +[2025-03-25 00:15:17,383 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7566 +[2025-03-25 00:15:17,437 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4806 +[2025-03-25 00:15:17,468 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6929 +[2025-03-25 00:15:17,517 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3570 +[2025-03-25 00:15:17,552 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0722 +[2025-03-25 00:15:17,587 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6421 +[2025-03-25 00:15:17,619 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8686 +[2025-03-25 00:15:17,652 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5709 +[2025-03-25 00:15:17,682 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4032 +[2025-03-25 00:15:17,739 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4405 +[2025-03-25 00:15:17,784 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1927 +[2025-03-25 00:15:17,823 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9768 +[2025-03-25 00:15:17,849 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2012 +[2025-03-25 00:15:17,879 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1411 +[2025-03-25 00:15:17,935 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4993 +[2025-03-25 00:15:17,967 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8119 +[2025-03-25 00:15:18,011 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6752 +[2025-03-25 00:15:18,047 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2742 +[2025-03-25 00:15:18,079 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7228 +[2025-03-25 00:15:18,109 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7369 +[2025-03-25 00:15:18,143 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.4949 +[2025-03-25 00:15:18,174 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8850 +[2025-03-25 00:15:18,206 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0517 +[2025-03-25 00:15:18,235 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6699 +[2025-03-25 00:15:18,268 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0928 +[2025-03-25 00:15:18,301 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0380 +[2025-03-25 00:15:18,338 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3076 +[2025-03-25 00:15:18,367 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7372 +[2025-03-25 00:15:18,389 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.4496 +[2025-03-25 00:15:18,424 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9531 +[2025-03-25 00:15:18,453 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2064 +[2025-03-25 00:15:18,473 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0824 +[2025-03-25 00:15:18,504 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7402 +[2025-03-25 00:15:18,535 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.6727 +[2025-03-25 00:15:18,587 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4478 +[2025-03-25 00:15:18,611 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3797 +[2025-03-25 00:15:18,647 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5425 +[2025-03-25 00:15:18,684 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7177 +[2025-03-25 00:15:18,713 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.2273 +[2025-03-25 00:15:18,738 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3600 +[2025-03-25 00:15:18,788 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7465 +[2025-03-25 00:15:18,826 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9481 +[2025-03-25 00:15:18,873 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6945 +[2025-03-25 00:15:18,919 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8141 +[2025-03-25 00:15:18,955 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1043 +[2025-03-25 00:15:18,999 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6983 +[2025-03-25 00:15:19,024 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.6547 +[2025-03-25 00:15:19,076 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8479 +[2025-03-25 00:15:19,100 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7237 +[2025-03-25 00:15:20,032 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:15:20,032 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:15:20,032 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] wall : 0.7979 0.9273 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] floor : 0.9558 0.9868 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] cabinet : 0.4920 0.6258 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] bed : 0.6765 0.7500 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] chair : 0.8348 0.8958 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] sofa : 0.6821 0.8945 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] table : 0.6381 0.7624 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] door : 0.5304 0.7062 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] window : 0.4599 0.6725 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] bookshelf : 0.6887 0.7919 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] picture : 0.2884 0.4142 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] counter : 0.5468 0.7365 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] desk : 0.5040 0.6675 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] curtain : 0.5759 0.6190 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] refridgerator : 0.4500 0.5298 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] shower curtain : 0.6149 0.6966 +[2025-03-25 00:15:20,032 INFO hook.py line 689 3155176] toilet : 0.8637 0.9534 +[2025-03-25 00:15:20,033 INFO hook.py line 689 3155176] sink : 0.5446 0.6681 +[2025-03-25 00:15:20,033 INFO hook.py line 689 3155176] bathtub : 0.8839 0.9071 +[2025-03-25 00:15:20,033 INFO hook.py line 689 3155176] otherfurniture : 0.3409 0.3840 +[2025-03-25 00:15:20,033 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:15:20,033 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6185/0.7295/0.8540. +[2025-03-25 00:15:20,033 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:15:20,046 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6185 +[2025-03-25 00:15:20,046 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6185 +[2025-03-25 00:15:20,046 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:15:30,468 INFO misc.py line 135 3155176] Train result: loss: 0.2972 +[2025-03-25 00:15:30,565 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:15:40,952 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0840 +[2025-03-25 00:15:41,006 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8836 +[2025-03-25 00:15:41,049 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4158 +[2025-03-25 00:15:41,099 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7862 +[2025-03-25 00:15:41,840 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6038 +[2025-03-25 00:15:41,888 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1776 +[2025-03-25 00:15:41,935 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4513 +[2025-03-25 00:15:41,965 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.6569 +[2025-03-25 00:15:42,013 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5644 +[2025-03-25 00:15:42,042 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8904 +[2025-03-25 00:15:42,084 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6411 +[2025-03-25 00:15:42,116 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9306 +[2025-03-25 00:15:42,163 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8136 +[2025-03-25 00:15:42,196 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7880 +[2025-03-25 00:15:42,230 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.2109 +[2025-03-25 00:15:42,271 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0804 +[2025-03-25 00:15:42,305 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3122 +[2025-03-25 00:15:42,335 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0291 +[2025-03-25 00:15:42,374 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2385 +[2025-03-25 00:15:42,414 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3580 +[2025-03-25 00:15:42,446 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3195 +[2025-03-25 00:15:42,482 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5587 +[2025-03-25 00:15:42,508 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7053 +[2025-03-25 00:15:42,548 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9356 +[2025-03-25 00:15:42,588 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3182 +[2025-03-25 00:15:42,623 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9912 +[2025-03-25 00:15:42,672 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.7199 +[2025-03-25 00:15:42,702 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8659 +[2025-03-25 00:15:42,732 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3084 +[2025-03-25 00:15:42,783 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8526 +[2025-03-25 00:15:42,836 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6410 +[2025-03-25 00:15:42,871 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6285 +[2025-03-25 00:15:42,921 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3697 +[2025-03-25 00:15:42,958 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9739 +[2025-03-25 00:15:42,993 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7815 +[2025-03-25 00:15:43,027 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9328 +[2025-03-25 00:15:43,060 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6853 +[2025-03-25 00:15:43,091 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4246 +[2025-03-25 00:15:43,149 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6855 +[2025-03-25 00:15:43,193 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.3089 +[2025-03-25 00:15:43,232 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1556 +[2025-03-25 00:15:43,258 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1259 +[2025-03-25 00:15:43,290 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1385 +[2025-03-25 00:15:43,342 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6175 +[2025-03-25 00:15:43,373 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6840 +[2025-03-25 00:15:43,416 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6612 +[2025-03-25 00:15:43,451 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4893 +[2025-03-25 00:15:43,483 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7467 +[2025-03-25 00:15:43,516 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5645 +[2025-03-25 00:15:43,548 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3430 +[2025-03-25 00:15:43,576 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8631 +[2025-03-25 00:15:43,618 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.1215 +[2025-03-25 00:15:43,648 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7232 +[2025-03-25 00:15:43,691 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8394 +[2025-03-25 00:15:43,725 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0352 +[2025-03-25 00:15:43,761 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3904 +[2025-03-25 00:15:43,789 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6137 +[2025-03-25 00:15:43,811 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.4417 +[2025-03-25 00:15:43,846 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.8668 +[2025-03-25 00:15:43,875 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2740 +[2025-03-25 00:15:43,895 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9051 +[2025-03-25 00:15:43,925 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.6604 +[2025-03-25 00:15:43,957 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5600 +[2025-03-25 00:15:44,009 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5146 +[2025-03-25 00:15:44,033 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3395 +[2025-03-25 00:15:44,069 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5902 +[2025-03-25 00:15:44,104 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6746 +[2025-03-25 00:15:44,132 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9649 +[2025-03-25 00:15:44,158 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3938 +[2025-03-25 00:15:44,208 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8014 +[2025-03-25 00:15:44,247 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0621 +[2025-03-25 00:15:44,294 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.8291 +[2025-03-25 00:15:44,340 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6131 +[2025-03-25 00:15:44,376 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8967 +[2025-03-25 00:15:44,420 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7354 +[2025-03-25 00:15:44,445 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8874 +[2025-03-25 00:15:44,497 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7010 +[2025-03-25 00:15:44,520 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8222 +[2025-03-25 00:15:45,570 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:15:45,570 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:15:45,571 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:15:45,571 INFO hook.py line 689 3155176] wall : 0.7936 0.9572 +[2025-03-25 00:15:45,571 INFO hook.py line 689 3155176] floor : 0.9554 0.9857 +[2025-03-25 00:15:45,571 INFO hook.py line 689 3155176] cabinet : 0.4939 0.6474 +[2025-03-25 00:15:45,571 INFO hook.py line 689 3155176] bed : 0.6875 0.8280 +[2025-03-25 00:15:45,571 INFO hook.py line 689 3155176] chair : 0.8508 0.9243 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] sofa : 0.7392 0.8447 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] table : 0.6134 0.6984 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] door : 0.5212 0.6524 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] window : 0.4392 0.5156 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] bookshelf : 0.6691 0.7422 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] picture : 0.2589 0.3176 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] counter : 0.5105 0.6415 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] desk : 0.5079 0.7085 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] curtain : 0.6342 0.7565 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] refridgerator : 0.4695 0.5583 +[2025-03-25 00:15:45,572 INFO hook.py line 689 3155176] shower curtain : 0.5795 0.6411 +[2025-03-25 00:15:45,573 INFO hook.py line 689 3155176] toilet : 0.8733 0.9313 +[2025-03-25 00:15:45,573 INFO hook.py line 689 3155176] sink : 0.5342 0.6124 +[2025-03-25 00:15:45,573 INFO hook.py line 689 3155176] bathtub : 0.8717 0.8911 +[2025-03-25 00:15:45,573 INFO hook.py line 689 3155176] otherfurniture : 0.3208 0.3569 +[2025-03-25 00:15:45,573 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:15:45,573 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6162/0.7105/0.8556. +[2025-03-25 00:15:45,574 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:15:45,594 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6185 +[2025-03-25 00:15:45,595 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:15:55,874 INFO misc.py line 135 3155176] Train result: loss: 0.2764 +[2025-03-25 00:15:55,971 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:16:06,446 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.1126 +[2025-03-25 00:16:06,493 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7135 +[2025-03-25 00:16:06,534 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4083 +[2025-03-25 00:16:06,596 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6764 +[2025-03-25 00:16:06,720 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.3721 +[2025-03-25 00:16:06,917 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1622 +[2025-03-25 00:16:06,971 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4313 +[2025-03-25 00:16:07,083 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3684 +[2025-03-25 00:16:07,121 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3951 +[2025-03-25 00:16:07,148 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7850 +[2025-03-25 00:16:07,465 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.4664 +[2025-03-25 00:16:07,641 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7823 +[2025-03-25 00:16:07,705 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.2581 +[2025-03-25 00:16:07,742 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.3942 +[2025-03-25 00:16:07,783 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.5840 +[2025-03-25 00:16:07,821 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0747 +[2025-03-25 00:16:07,857 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2406 +[2025-03-25 00:16:07,887 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.3156 +[2025-03-25 00:16:07,938 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0235 +[2025-03-25 00:16:07,968 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.8853 +[2025-03-25 00:16:08,000 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2513 +[2025-03-25 00:16:08,036 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5887 +[2025-03-25 00:16:08,071 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8858 +[2025-03-25 00:16:08,111 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0681 +[2025-03-25 00:16:08,149 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9232 +[2025-03-25 00:16:08,184 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8967 +[2025-03-25 00:16:08,234 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5258 +[2025-03-25 00:16:08,264 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7270 +[2025-03-25 00:16:08,301 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2986 +[2025-03-25 00:16:08,351 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6969 +[2025-03-25 00:16:08,405 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4938 +[2025-03-25 00:16:08,435 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4957 +[2025-03-25 00:16:08,487 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.4210 +[2025-03-25 00:16:08,521 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0369 +[2025-03-25 00:16:08,562 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8770 +[2025-03-25 00:16:08,602 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0868 +[2025-03-25 00:16:08,637 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6303 +[2025-03-25 00:16:08,666 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3308 +[2025-03-25 00:16:08,723 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5222 +[2025-03-25 00:16:08,767 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.7968 +[2025-03-25 00:16:08,806 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1281 +[2025-03-25 00:16:08,832 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1383 +[2025-03-25 00:16:08,864 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1522 +[2025-03-25 00:16:08,915 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5559 +[2025-03-25 00:16:08,944 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6687 +[2025-03-25 00:16:08,985 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7155 +[2025-03-25 00:16:09,032 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6258 +[2025-03-25 00:16:09,063 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4119 +[2025-03-25 00:16:09,096 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.1862 +[2025-03-25 00:16:09,129 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.2409 +[2025-03-25 00:16:09,159 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1314 +[2025-03-25 00:16:09,194 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8613 +[2025-03-25 00:16:09,231 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7972 +[2025-03-25 00:16:09,267 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0466 +[2025-03-25 00:16:09,300 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0381 +[2025-03-25 00:16:09,337 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4054 +[2025-03-25 00:16:09,365 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6008 +[2025-03-25 00:16:09,387 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5071 +[2025-03-25 00:16:09,422 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.8804 +[2025-03-25 00:16:09,451 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2416 +[2025-03-25 00:16:09,472 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0533 +[2025-03-25 00:16:09,501 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7139 +[2025-03-25 00:16:09,533 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1164 +[2025-03-25 00:16:09,585 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7039 +[2025-03-25 00:16:09,609 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7363 +[2025-03-25 00:16:09,646 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7201 +[2025-03-25 00:16:09,680 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6121 +[2025-03-25 00:16:09,709 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9032 +[2025-03-25 00:16:09,734 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3478 +[2025-03-25 00:16:09,784 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8404 +[2025-03-25 00:16:09,822 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8088 +[2025-03-25 00:16:09,870 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6744 +[2025-03-25 00:16:09,916 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8983 +[2025-03-25 00:16:09,952 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.0764 +[2025-03-25 00:16:09,996 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6992 +[2025-03-25 00:16:10,020 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8037 +[2025-03-25 00:16:10,073 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6632 +[2025-03-25 00:16:10,096 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8132 +[2025-03-25 00:16:11,042 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:16:11,042 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:16:11,042 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:16:11,042 INFO hook.py line 689 3155176] wall : 0.8071 0.9341 +[2025-03-25 00:16:11,042 INFO hook.py line 689 3155176] floor : 0.9571 0.9834 +[2025-03-25 00:16:11,042 INFO hook.py line 689 3155176] cabinet : 0.4848 0.6150 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] bed : 0.6288 0.7233 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] chair : 0.8487 0.9303 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] sofa : 0.6998 0.8453 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] table : 0.6358 0.7146 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] door : 0.5602 0.6813 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] window : 0.4691 0.6066 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] bookshelf : 0.6092 0.8604 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] picture : 0.2912 0.3666 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] counter : 0.5279 0.7283 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] desk : 0.5081 0.7797 +[2025-03-25 00:16:11,043 INFO hook.py line 689 3155176] curtain : 0.6143 0.6854 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] refridgerator : 0.4233 0.4673 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] shower curtain : 0.5720 0.6681 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] toilet : 0.8558 0.9672 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] sink : 0.5014 0.5990 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] bathtub : 0.8667 0.9279 +[2025-03-25 00:16:11,044 INFO hook.py line 689 3155176] otherfurniture : 0.3334 0.4008 +[2025-03-25 00:16:11,044 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:16:11,044 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6097/0.7242/0.8554. +[2025-03-25 00:16:11,045 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:16:11,060 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6185 +[2025-03-25 00:16:11,060 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:16:21,882 INFO misc.py line 135 3155176] Train result: loss: 0.3125 +[2025-03-25 00:16:21,982 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:16:32,456 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0948 +[2025-03-25 00:16:32,502 INFO hook.py line 748 3155176] Test: [2/78] Loss 1.0515 +[2025-03-25 00:16:32,545 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3039 +[2025-03-25 00:16:32,591 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7762 +[2025-03-25 00:16:32,635 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6302 +[2025-03-25 00:16:32,691 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3317 +[2025-03-25 00:16:33,174 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4381 +[2025-03-25 00:16:33,231 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2528 +[2025-03-25 00:16:33,271 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5975 +[2025-03-25 00:16:33,300 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7903 +[2025-03-25 00:16:33,342 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5939 +[2025-03-25 00:16:33,373 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8494 +[2025-03-25 00:16:33,419 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0667 +[2025-03-25 00:16:33,451 INFO hook.py line 748 3155176] Test: [14/78] Loss 3.3170 +[2025-03-25 00:16:33,486 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.6457 +[2025-03-25 00:16:33,525 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0893 +[2025-03-25 00:16:33,561 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4066 +[2025-03-25 00:16:33,591 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.6029 +[2025-03-25 00:16:33,633 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2014 +[2025-03-25 00:16:33,663 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.8790 +[2025-03-25 00:16:33,695 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2605 +[2025-03-25 00:16:33,731 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8620 +[2025-03-25 00:16:33,758 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7830 +[2025-03-25 00:16:33,799 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0456 +[2025-03-25 00:16:33,839 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1695 +[2025-03-25 00:16:33,874 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9360 +[2025-03-25 00:16:33,923 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5705 +[2025-03-25 00:16:33,952 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5213 +[2025-03-25 00:16:33,977 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2547 +[2025-03-25 00:16:34,030 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7473 +[2025-03-25 00:16:34,087 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6534 +[2025-03-25 00:16:34,124 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4468 +[2025-03-25 00:16:34,174 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3705 +[2025-03-25 00:16:34,209 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9866 +[2025-03-25 00:16:34,244 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8092 +[2025-03-25 00:16:34,278 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9490 +[2025-03-25 00:16:34,311 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6458 +[2025-03-25 00:16:34,342 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4003 +[2025-03-25 00:16:34,399 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4976 +[2025-03-25 00:16:34,441 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.3164 +[2025-03-25 00:16:34,480 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.7350 +[2025-03-25 00:16:34,505 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.2374 +[2025-03-25 00:16:34,535 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1503 +[2025-03-25 00:16:34,596 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6830 +[2025-03-25 00:16:34,625 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6857 +[2025-03-25 00:16:34,666 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7162 +[2025-03-25 00:16:34,703 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9791 +[2025-03-25 00:16:34,736 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.7657 +[2025-03-25 00:16:34,766 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7272 +[2025-03-25 00:16:34,800 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3890 +[2025-03-25 00:16:34,829 INFO hook.py line 748 3155176] Test: [51/78] Loss 3.2920 +[2025-03-25 00:16:34,867 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9895 +[2025-03-25 00:16:34,895 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7164 +[2025-03-25 00:16:34,928 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.3498 +[2025-03-25 00:16:34,962 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0377 +[2025-03-25 00:16:34,998 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3978 +[2025-03-25 00:16:35,026 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.8964 +[2025-03-25 00:16:35,049 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5289 +[2025-03-25 00:16:35,085 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9836 +[2025-03-25 00:16:35,114 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3922 +[2025-03-25 00:16:35,135 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7933 +[2025-03-25 00:16:35,164 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.6926 +[2025-03-25 00:16:35,196 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3602 +[2025-03-25 00:16:35,248 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6982 +[2025-03-25 00:16:35,272 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7162 +[2025-03-25 00:16:35,308 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7489 +[2025-03-25 00:16:35,343 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7121 +[2025-03-25 00:16:35,371 INFO hook.py line 748 3155176] Test: [68/78] Loss 1.0411 +[2025-03-25 00:16:35,397 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3961 +[2025-03-25 00:16:35,447 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9506 +[2025-03-25 00:16:35,486 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8848 +[2025-03-25 00:16:35,533 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7000 +[2025-03-25 00:16:35,579 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.6114 +[2025-03-25 00:16:35,615 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.2306 +[2025-03-25 00:16:35,659 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7675 +[2025-03-25 00:16:35,683 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9567 +[2025-03-25 00:16:35,735 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7060 +[2025-03-25 00:16:35,759 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6467 +[2025-03-25 00:16:36,767 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:16:36,768 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:16:36,768 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:16:36,768 INFO hook.py line 689 3155176] wall : 0.7941 0.9512 +[2025-03-25 00:16:36,768 INFO hook.py line 689 3155176] floor : 0.9545 0.9867 +[2025-03-25 00:16:36,768 INFO hook.py line 689 3155176] cabinet : 0.4842 0.5843 +[2025-03-25 00:16:36,768 INFO hook.py line 689 3155176] bed : 0.6667 0.7145 +[2025-03-25 00:16:36,768 INFO hook.py line 689 3155176] chair : 0.8501 0.9202 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] sofa : 0.6884 0.8491 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] table : 0.6106 0.6836 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] door : 0.5478 0.6814 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] window : 0.4564 0.5236 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] bookshelf : 0.6623 0.8678 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] picture : 0.2706 0.3694 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] counter : 0.5289 0.5846 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] desk : 0.5039 0.8179 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] curtain : 0.5095 0.5723 +[2025-03-25 00:16:36,769 INFO hook.py line 689 3155176] refridgerator : 0.4366 0.4708 +[2025-03-25 00:16:36,770 INFO hook.py line 689 3155176] shower curtain : 0.5954 0.6868 +[2025-03-25 00:16:36,770 INFO hook.py line 689 3155176] toilet : 0.8722 0.9547 +[2025-03-25 00:16:36,770 INFO hook.py line 689 3155176] sink : 0.5266 0.5860 +[2025-03-25 00:16:36,770 INFO hook.py line 689 3155176] bathtub : 0.8677 0.9056 +[2025-03-25 00:16:36,770 INFO hook.py line 689 3155176] otherfurniture : 0.3437 0.4082 +[2025-03-25 00:16:36,770 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:16:36,770 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6085/0.7059/0.8538. +[2025-03-25 00:16:36,771 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:16:36,790 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6185 +[2025-03-25 00:16:36,790 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:16:47,273 INFO misc.py line 135 3155176] Train result: loss: 0.2770 +[2025-03-25 00:16:47,385 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:16:58,398 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0918 +[2025-03-25 00:16:58,446 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7504 +[2025-03-25 00:16:58,479 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4031 +[2025-03-25 00:16:58,526 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7280 +[2025-03-25 00:16:58,561 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4524 +[2025-03-25 00:16:58,608 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.5340 +[2025-03-25 00:16:58,655 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3956 +[2025-03-25 00:16:58,690 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2694 +[2025-03-25 00:16:58,731 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3515 +[2025-03-25 00:16:58,760 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.5441 +[2025-03-25 00:16:58,802 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6161 +[2025-03-25 00:16:58,904 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9366 +[2025-03-25 00:16:58,948 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.2515 +[2025-03-25 00:16:58,982 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5608 +[2025-03-25 00:16:59,015 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9264 +[2025-03-25 00:16:59,056 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0654 +[2025-03-25 00:16:59,091 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2944 +[2025-03-25 00:16:59,120 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0291 +[2025-03-25 00:16:59,161 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0206 +[2025-03-25 00:16:59,199 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9754 +[2025-03-25 00:16:59,230 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2618 +[2025-03-25 00:16:59,267 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5167 +[2025-03-25 00:16:59,293 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0019 +[2025-03-25 00:16:59,333 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1862 +[2025-03-25 00:16:59,374 INFO hook.py line 748 3155176] Test: [25/78] Loss 0.9451 +[2025-03-25 00:16:59,409 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0085 +[2025-03-25 00:16:59,457 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6923 +[2025-03-25 00:16:59,487 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8543 +[2025-03-25 00:16:59,513 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2602 +[2025-03-25 00:16:59,566 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9638 +[2025-03-25 00:16:59,619 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4641 +[2025-03-25 00:16:59,649 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4923 +[2025-03-25 00:16:59,698 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3512 +[2025-03-25 00:16:59,736 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0038 +[2025-03-25 00:16:59,771 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6499 +[2025-03-25 00:16:59,804 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9831 +[2025-03-25 00:16:59,841 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7790 +[2025-03-25 00:16:59,869 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3690 +[2025-03-25 00:16:59,925 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.1989 +[2025-03-25 00:16:59,967 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.5018 +[2025-03-25 00:17:00,006 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0822 +[2025-03-25 00:17:00,032 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1612 +[2025-03-25 00:17:00,064 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1530 +[2025-03-25 00:17:00,115 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6194 +[2025-03-25 00:17:00,144 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6927 +[2025-03-25 00:17:00,185 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6938 +[2025-03-25 00:17:00,223 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3331 +[2025-03-25 00:17:00,254 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5176 +[2025-03-25 00:17:00,285 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8687 +[2025-03-25 00:17:00,325 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1207 +[2025-03-25 00:17:00,359 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.6072 +[2025-03-25 00:17:00,392 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0642 +[2025-03-25 00:17:00,419 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6406 +[2025-03-25 00:17:00,454 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9663 +[2025-03-25 00:17:00,487 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0422 +[2025-03-25 00:17:00,524 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4471 +[2025-03-25 00:17:00,552 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7144 +[2025-03-25 00:17:00,575 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5584 +[2025-03-25 00:17:00,609 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9305 +[2025-03-25 00:17:00,640 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3035 +[2025-03-25 00:17:00,662 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9704 +[2025-03-25 00:17:00,692 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8743 +[2025-03-25 00:17:00,724 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1422 +[2025-03-25 00:17:00,777 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5533 +[2025-03-25 00:17:00,801 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6291 +[2025-03-25 00:17:00,837 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6911 +[2025-03-25 00:17:00,872 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7458 +[2025-03-25 00:17:00,900 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8888 +[2025-03-25 00:17:00,925 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3886 +[2025-03-25 00:17:00,975 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.5968 +[2025-03-25 00:17:01,014 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9014 +[2025-03-25 00:17:01,061 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5089 +[2025-03-25 00:17:01,106 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9712 +[2025-03-25 00:17:01,143 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8565 +[2025-03-25 00:17:01,187 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6522 +[2025-03-25 00:17:01,212 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0178 +[2025-03-25 00:17:01,264 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6890 +[2025-03-25 00:17:01,287 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.4171 +[2025-03-25 00:17:02,256 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:17:02,256 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:17:02,256 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:17:02,256 INFO hook.py line 689 3155176] wall : 0.8037 0.9414 +[2025-03-25 00:17:02,256 INFO hook.py line 689 3155176] floor : 0.9583 0.9842 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] cabinet : 0.5200 0.6409 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] bed : 0.6983 0.7860 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] chair : 0.8582 0.9272 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] sofa : 0.7050 0.8259 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] table : 0.6451 0.7488 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] door : 0.5586 0.7028 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] window : 0.4787 0.5861 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] bookshelf : 0.6685 0.8402 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] picture : 0.2964 0.3988 +[2025-03-25 00:17:02,257 INFO hook.py line 689 3155176] counter : 0.5647 0.7511 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] desk : 0.5446 0.8069 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] curtain : 0.5499 0.5831 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] refridgerator : 0.4279 0.5100 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] shower curtain : 0.5240 0.6545 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] toilet : 0.8829 0.9510 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] sink : 0.5505 0.6423 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] bathtub : 0.8671 0.8975 +[2025-03-25 00:17:02,258 INFO hook.py line 689 3155176] otherfurniture : 0.3410 0.4068 +[2025-03-25 00:17:02,258 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:17:02,258 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6222/0.7293/0.8605. +[2025-03-25 00:17:02,259 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:17:02,275 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6222 +[2025-03-25 00:17:02,276 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6222 +[2025-03-25 00:17:02,276 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:17:12,917 INFO misc.py line 135 3155176] Train result: loss: 0.2914 +[2025-03-25 00:17:12,994 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:17:23,658 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0855 +[2025-03-25 00:17:23,698 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9263 +[2025-03-25 00:17:23,736 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3693 +[2025-03-25 00:17:23,788 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8957 +[2025-03-25 00:17:23,823 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7099 +[2025-03-25 00:17:23,874 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0587 +[2025-03-25 00:17:23,922 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4590 +[2025-03-25 00:17:23,949 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4512 +[2025-03-25 00:17:23,994 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.6045 +[2025-03-25 00:17:24,024 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8898 +[2025-03-25 00:17:24,101 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.8859 +[2025-03-25 00:17:24,129 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1527 +[2025-03-25 00:17:24,174 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1834 +[2025-03-25 00:17:24,214 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.9205 +[2025-03-25 00:17:24,248 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.3992 +[2025-03-25 00:17:24,288 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.3198 +[2025-03-25 00:17:24,323 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3852 +[2025-03-25 00:17:24,353 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2729 +[2025-03-25 00:17:24,395 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1660 +[2025-03-25 00:17:24,425 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.6437 +[2025-03-25 00:17:24,463 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.4145 +[2025-03-25 00:17:24,498 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9410 +[2025-03-25 00:17:24,523 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9109 +[2025-03-25 00:17:24,564 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9303 +[2025-03-25 00:17:24,603 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3151 +[2025-03-25 00:17:24,641 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9686 +[2025-03-25 00:17:24,689 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.9209 +[2025-03-25 00:17:24,719 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6700 +[2025-03-25 00:17:24,745 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4458 +[2025-03-25 00:17:24,799 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0134 +[2025-03-25 00:17:24,852 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6671 +[2025-03-25 00:17:24,882 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6037 +[2025-03-25 00:17:24,933 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3911 +[2025-03-25 00:17:24,967 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9535 +[2025-03-25 00:17:25,003 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8030 +[2025-03-25 00:17:25,037 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9216 +[2025-03-25 00:17:25,070 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7251 +[2025-03-25 00:17:25,105 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3353 +[2025-03-25 00:17:25,164 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4603 +[2025-03-25 00:17:25,208 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.3962 +[2025-03-25 00:17:25,247 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0080 +[2025-03-25 00:17:25,273 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1156 +[2025-03-25 00:17:25,305 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1386 +[2025-03-25 00:17:25,358 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7245 +[2025-03-25 00:17:25,388 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7269 +[2025-03-25 00:17:25,430 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7238 +[2025-03-25 00:17:25,465 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3397 +[2025-03-25 00:17:25,496 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6004 +[2025-03-25 00:17:25,530 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6490 +[2025-03-25 00:17:25,562 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9973 +[2025-03-25 00:17:25,597 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.4067 +[2025-03-25 00:17:25,636 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0348 +[2025-03-25 00:17:25,663 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7928 +[2025-03-25 00:17:25,697 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.3461 +[2025-03-25 00:17:25,731 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0415 +[2025-03-25 00:17:25,767 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4616 +[2025-03-25 00:17:25,795 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6206 +[2025-03-25 00:17:25,818 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5195 +[2025-03-25 00:17:25,852 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9283 +[2025-03-25 00:17:25,882 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2181 +[2025-03-25 00:17:25,903 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9030 +[2025-03-25 00:17:25,934 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8124 +[2025-03-25 00:17:25,966 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3147 +[2025-03-25 00:17:26,018 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8466 +[2025-03-25 00:17:26,042 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5999 +[2025-03-25 00:17:26,078 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5727 +[2025-03-25 00:17:26,112 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7984 +[2025-03-25 00:17:26,141 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.9354 +[2025-03-25 00:17:26,166 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3366 +[2025-03-25 00:17:26,217 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7972 +[2025-03-25 00:17:26,255 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1832 +[2025-03-25 00:17:26,303 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.7355 +[2025-03-25 00:17:26,348 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8482 +[2025-03-25 00:17:26,384 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.1032 +[2025-03-25 00:17:26,428 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7021 +[2025-03-25 00:17:26,453 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9552 +[2025-03-25 00:17:26,505 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4823 +[2025-03-25 00:17:26,528 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8104 +[2025-03-25 00:17:27,570 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:17:27,571 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:17:27,571 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] wall : 0.7973 0.9491 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] floor : 0.9550 0.9878 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] cabinet : 0.5069 0.6374 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] bed : 0.6956 0.7934 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] chair : 0.8535 0.9133 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] sofa : 0.7219 0.8661 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] table : 0.5801 0.6830 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] door : 0.5392 0.6470 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] window : 0.4575 0.5468 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] bookshelf : 0.7079 0.8168 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] picture : 0.2665 0.3214 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] counter : 0.5521 0.6739 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] desk : 0.4979 0.7901 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] curtain : 0.5299 0.5664 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] refridgerator : 0.4646 0.4916 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] shower curtain : 0.5749 0.6971 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] toilet : 0.8356 0.9445 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] sink : 0.5265 0.5872 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] bathtub : 0.8636 0.9031 +[2025-03-25 00:17:27,571 INFO hook.py line 689 3155176] otherfurniture : 0.3269 0.4097 +[2025-03-25 00:17:27,571 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:17:27,571 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6127/0.7113/0.8550. +[2025-03-25 00:17:27,572 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:17:27,584 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6222 +[2025-03-25 00:17:27,584 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:17:37,804 INFO misc.py line 135 3155176] Train result: loss: 0.2867 +[2025-03-25 00:17:37,912 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:17:48,110 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0824 +[2025-03-25 00:17:48,269 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8633 +[2025-03-25 00:17:48,305 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4408 +[2025-03-25 00:17:48,547 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7395 +[2025-03-25 00:17:48,582 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7257 +[2025-03-25 00:17:48,990 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.6713 +[2025-03-25 00:17:49,074 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4326 +[2025-03-25 00:17:49,097 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2423 +[2025-03-25 00:17:49,138 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4958 +[2025-03-25 00:17:49,166 INFO hook.py line 748 3155176] Test: [10/78] Loss 1.1169 +[2025-03-25 00:17:49,215 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6135 +[2025-03-25 00:17:49,245 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.2237 +[2025-03-25 00:17:49,289 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.3763 +[2025-03-25 00:17:49,324 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.9664 +[2025-03-25 00:17:49,362 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1089 +[2025-03-25 00:17:49,402 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0874 +[2025-03-25 00:17:49,438 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.4486 +[2025-03-25 00:17:49,467 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.2070 +[2025-03-25 00:17:49,508 INFO hook.py line 748 3155176] Test: [19/78] Loss 0.9778 +[2025-03-25 00:17:49,538 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9301 +[2025-03-25 00:17:49,570 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2790 +[2025-03-25 00:17:49,606 INFO hook.py line 748 3155176] Test: [22/78] Loss 2.0024 +[2025-03-25 00:17:49,642 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0212 +[2025-03-25 00:17:49,684 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0174 +[2025-03-25 00:17:49,723 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1526 +[2025-03-25 00:17:49,759 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1643 +[2025-03-25 00:17:49,806 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8556 +[2025-03-25 00:17:49,839 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.4574 +[2025-03-25 00:17:49,864 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2368 +[2025-03-25 00:17:49,916 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9398 +[2025-03-25 00:17:49,969 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6759 +[2025-03-25 00:17:50,000 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5003 +[2025-03-25 00:17:50,048 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3810 +[2025-03-25 00:17:50,083 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0352 +[2025-03-25 00:17:50,124 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7253 +[2025-03-25 00:17:50,163 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0665 +[2025-03-25 00:17:50,200 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7761 +[2025-03-25 00:17:50,229 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5212 +[2025-03-25 00:17:50,287 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.2728 +[2025-03-25 00:17:50,331 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1034 +[2025-03-25 00:17:50,369 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1588 +[2025-03-25 00:17:50,396 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1454 +[2025-03-25 00:17:50,427 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1961 +[2025-03-25 00:17:50,482 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7045 +[2025-03-25 00:17:50,512 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7175 +[2025-03-25 00:17:50,564 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7089 +[2025-03-25 00:17:50,608 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3570 +[2025-03-25 00:17:50,647 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5156 +[2025-03-25 00:17:50,683 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4382 +[2025-03-25 00:17:50,715 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7933 +[2025-03-25 00:17:50,749 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.7336 +[2025-03-25 00:17:50,792 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9505 +[2025-03-25 00:17:50,817 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6306 +[2025-03-25 00:17:50,850 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.1132 +[2025-03-25 00:17:50,884 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0464 +[2025-03-25 00:17:50,920 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4104 +[2025-03-25 00:17:50,948 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7030 +[2025-03-25 00:17:50,970 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5528 +[2025-03-25 00:17:51,005 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.1041 +[2025-03-25 00:17:51,034 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3263 +[2025-03-25 00:17:51,055 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.6318 +[2025-03-25 00:17:51,085 INFO hook.py line 748 3155176] Test: [62/78] Loss 1.0287 +[2025-03-25 00:17:51,117 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2453 +[2025-03-25 00:17:51,169 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8270 +[2025-03-25 00:17:51,193 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7749 +[2025-03-25 00:17:51,228 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5645 +[2025-03-25 00:17:51,264 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6718 +[2025-03-25 00:17:51,292 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6385 +[2025-03-25 00:17:51,318 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3459 +[2025-03-25 00:17:51,367 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8273 +[2025-03-25 00:17:51,406 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1201 +[2025-03-25 00:17:51,453 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6370 +[2025-03-25 00:17:51,499 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.7382 +[2025-03-25 00:17:51,535 INFO hook.py line 748 3155176] Test: [74/78] Loss 2.0195 +[2025-03-25 00:17:51,579 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7848 +[2025-03-25 00:17:51,604 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9768 +[2025-03-25 00:17:51,656 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7812 +[2025-03-25 00:17:51,679 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5363 +[2025-03-25 00:17:52,678 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:17:52,679 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:17:52,679 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:17:52,679 INFO hook.py line 689 3155176] wall : 0.7904 0.9378 +[2025-03-25 00:17:52,679 INFO hook.py line 689 3155176] floor : 0.9567 0.9876 +[2025-03-25 00:17:52,679 INFO hook.py line 689 3155176] cabinet : 0.4975 0.6333 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] bed : 0.7009 0.7823 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] chair : 0.8505 0.8952 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] sofa : 0.7216 0.8665 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] table : 0.6225 0.7617 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] door : 0.5410 0.7378 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] window : 0.4620 0.5637 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] bookshelf : 0.6702 0.8875 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] picture : 0.2861 0.3572 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] counter : 0.5779 0.6673 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] desk : 0.5351 0.7777 +[2025-03-25 00:17:52,680 INFO hook.py line 689 3155176] curtain : 0.5272 0.5551 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] refridgerator : 0.4103 0.4310 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] shower curtain : 0.5963 0.6682 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] toilet : 0.8766 0.9505 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] sink : 0.5254 0.5910 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] bathtub : 0.8596 0.9080 +[2025-03-25 00:17:52,681 INFO hook.py line 689 3155176] otherfurniture : 0.2733 0.2978 +[2025-03-25 00:17:52,681 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:17:52,681 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6141/0.7128/0.8539. +[2025-03-25 00:17:52,682 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:17:52,701 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6222 +[2025-03-25 00:17:52,701 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:18:02,999 INFO misc.py line 135 3155176] Train result: loss: 0.2850 +[2025-03-25 00:18:03,118 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:18:13,530 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0841 +[2025-03-25 00:18:13,578 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7671 +[2025-03-25 00:18:14,110 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.3966 +[2025-03-25 00:18:14,159 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7958 +[2025-03-25 00:18:14,198 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6911 +[2025-03-25 00:18:14,249 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.7718 +[2025-03-25 00:18:14,296 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5036 +[2025-03-25 00:18:14,321 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.4709 +[2025-03-25 00:18:14,363 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3849 +[2025-03-25 00:18:14,400 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6223 +[2025-03-25 00:18:14,444 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6636 +[2025-03-25 00:18:14,483 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0597 +[2025-03-25 00:18:14,533 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8862 +[2025-03-25 00:18:14,565 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6755 +[2025-03-25 00:18:14,599 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.4085 +[2025-03-25 00:18:14,639 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0984 +[2025-03-25 00:18:14,674 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3848 +[2025-03-25 00:18:14,703 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1671 +[2025-03-25 00:18:14,750 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3347 +[2025-03-25 00:18:14,782 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9259 +[2025-03-25 00:18:14,814 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3318 +[2025-03-25 00:18:14,854 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8998 +[2025-03-25 00:18:14,884 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7125 +[2025-03-25 00:18:14,926 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9683 +[2025-03-25 00:18:14,963 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0044 +[2025-03-25 00:18:14,999 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0956 +[2025-03-25 00:18:15,046 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.8442 +[2025-03-25 00:18:15,076 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6461 +[2025-03-25 00:18:15,100 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3740 +[2025-03-25 00:18:15,147 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.6930 +[2025-03-25 00:18:15,202 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5808 +[2025-03-25 00:18:15,232 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5817 +[2025-03-25 00:18:15,280 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3488 +[2025-03-25 00:18:15,314 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1313 +[2025-03-25 00:18:15,350 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6351 +[2025-03-25 00:18:15,387 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9639 +[2025-03-25 00:18:15,425 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5775 +[2025-03-25 00:18:15,453 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3293 +[2025-03-25 00:18:15,510 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4812 +[2025-03-25 00:18:15,555 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2088 +[2025-03-25 00:18:15,594 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0587 +[2025-03-25 00:18:15,618 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1576 +[2025-03-25 00:18:15,647 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1202 +[2025-03-25 00:18:15,701 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7224 +[2025-03-25 00:18:15,730 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.9157 +[2025-03-25 00:18:15,770 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7906 +[2025-03-25 00:18:15,805 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5154 +[2025-03-25 00:18:15,836 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5784 +[2025-03-25 00:18:15,875 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8744 +[2025-03-25 00:18:15,909 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7714 +[2025-03-25 00:18:15,945 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3163 +[2025-03-25 00:18:15,981 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0360 +[2025-03-25 00:18:16,011 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5526 +[2025-03-25 00:18:16,045 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9618 +[2025-03-25 00:18:16,081 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0398 +[2025-03-25 00:18:16,116 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3562 +[2025-03-25 00:18:16,144 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5570 +[2025-03-25 00:18:16,167 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6023 +[2025-03-25 00:18:16,201 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0284 +[2025-03-25 00:18:16,230 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2196 +[2025-03-25 00:18:16,251 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8185 +[2025-03-25 00:18:16,280 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9424 +[2025-03-25 00:18:16,313 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4607 +[2025-03-25 00:18:16,364 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7826 +[2025-03-25 00:18:16,388 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5055 +[2025-03-25 00:18:16,424 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5978 +[2025-03-25 00:18:16,458 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7454 +[2025-03-25 00:18:16,487 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6706 +[2025-03-25 00:18:16,512 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3934 +[2025-03-25 00:18:16,562 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6158 +[2025-03-25 00:18:16,600 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9469 +[2025-03-25 00:18:16,648 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5483 +[2025-03-25 00:18:16,693 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.4278 +[2025-03-25 00:18:16,729 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9317 +[2025-03-25 00:18:16,774 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7466 +[2025-03-25 00:18:16,798 INFO hook.py line 748 3155176] Test: [76/78] Loss 1.0029 +[2025-03-25 00:18:16,850 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8128 +[2025-03-25 00:18:16,873 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7952 +[2025-03-25 00:18:17,847 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:18:17,848 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:18:17,848 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] wall : 0.8049 0.9426 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] floor : 0.9574 0.9857 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] cabinet : 0.5092 0.6317 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] bed : 0.6973 0.8071 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] chair : 0.8517 0.9170 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] sofa : 0.7065 0.8896 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] table : 0.6071 0.7163 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] door : 0.5564 0.7193 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] window : 0.4759 0.5644 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] bookshelf : 0.6966 0.8059 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] picture : 0.2426 0.2880 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] counter : 0.5464 0.7633 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] desk : 0.4892 0.8129 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] curtain : 0.5939 0.6535 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] refridgerator : 0.4599 0.4994 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] shower curtain : 0.5956 0.6679 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] toilet : 0.8614 0.9655 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] sink : 0.5419 0.6426 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] bathtub : 0.8598 0.9324 +[2025-03-25 00:18:17,848 INFO hook.py line 689 3155176] otherfurniture : 0.3236 0.3667 +[2025-03-25 00:18:17,848 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:18:17,848 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6189/0.7286/0.8588. +[2025-03-25 00:18:17,849 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:18:17,858 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6222 +[2025-03-25 00:18:17,858 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:18:28,252 INFO misc.py line 135 3155176] Train result: loss: 0.2453 +[2025-03-25 00:18:28,344 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:18:38,349 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0896 +[2025-03-25 00:18:38,701 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9610 +[2025-03-25 00:18:38,835 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4428 +[2025-03-25 00:18:38,912 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7783 +[2025-03-25 00:18:39,074 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7605 +[2025-03-25 00:18:39,128 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.8182 +[2025-03-25 00:18:39,656 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.5159 +[2025-03-25 00:18:39,682 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2491 +[2025-03-25 00:18:39,722 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4519 +[2025-03-25 00:18:39,756 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7651 +[2025-03-25 00:18:39,798 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7465 +[2025-03-25 00:18:39,829 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.1421 +[2025-03-25 00:18:39,874 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.6109 +[2025-03-25 00:18:39,907 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6658 +[2025-03-25 00:18:39,942 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0970 +[2025-03-25 00:18:39,981 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0921 +[2025-03-25 00:18:40,017 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3788 +[2025-03-25 00:18:40,047 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0436 +[2025-03-25 00:18:40,087 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1620 +[2025-03-25 00:18:40,117 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2725 +[2025-03-25 00:18:40,149 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2838 +[2025-03-25 00:18:40,186 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6858 +[2025-03-25 00:18:40,211 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0707 +[2025-03-25 00:18:40,251 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0136 +[2025-03-25 00:18:40,290 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1119 +[2025-03-25 00:18:40,326 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0561 +[2025-03-25 00:18:40,373 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5305 +[2025-03-25 00:18:40,402 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7535 +[2025-03-25 00:18:40,426 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2660 +[2025-03-25 00:18:40,484 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9344 +[2025-03-25 00:18:40,537 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4064 +[2025-03-25 00:18:40,568 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.7290 +[2025-03-25 00:18:40,619 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3573 +[2025-03-25 00:18:40,656 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0047 +[2025-03-25 00:18:40,691 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7353 +[2025-03-25 00:18:40,736 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9848 +[2025-03-25 00:18:40,769 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5884 +[2025-03-25 00:18:40,800 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.5148 +[2025-03-25 00:18:40,857 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6136 +[2025-03-25 00:18:40,899 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8609 +[2025-03-25 00:18:40,938 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0606 +[2025-03-25 00:18:40,972 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1292 +[2025-03-25 00:18:41,003 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1244 +[2025-03-25 00:18:41,054 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6084 +[2025-03-25 00:18:41,081 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7472 +[2025-03-25 00:18:41,122 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7154 +[2025-03-25 00:18:41,160 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.6527 +[2025-03-25 00:18:41,190 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6189 +[2025-03-25 00:18:41,225 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8398 +[2025-03-25 00:18:41,255 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0242 +[2025-03-25 00:18:41,284 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.7169 +[2025-03-25 00:18:41,318 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0065 +[2025-03-25 00:18:41,346 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7834 +[2025-03-25 00:18:41,382 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8434 +[2025-03-25 00:18:41,415 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0459 +[2025-03-25 00:18:41,452 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3766 +[2025-03-25 00:18:41,480 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5211 +[2025-03-25 00:18:41,502 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6332 +[2025-03-25 00:18:41,538 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9279 +[2025-03-25 00:18:41,567 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3409 +[2025-03-25 00:18:41,587 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9830 +[2025-03-25 00:18:41,617 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9274 +[2025-03-25 00:18:41,649 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2761 +[2025-03-25 00:18:41,701 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7493 +[2025-03-25 00:18:41,725 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3832 +[2025-03-25 00:18:41,760 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6273 +[2025-03-25 00:18:41,795 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6740 +[2025-03-25 00:18:41,823 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7768 +[2025-03-25 00:18:41,849 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3696 +[2025-03-25 00:18:41,899 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8000 +[2025-03-25 00:18:41,938 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0773 +[2025-03-25 00:18:41,985 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3533 +[2025-03-25 00:18:42,031 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9126 +[2025-03-25 00:18:42,067 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7515 +[2025-03-25 00:18:42,111 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7937 +[2025-03-25 00:18:42,136 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8992 +[2025-03-25 00:18:42,188 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8281 +[2025-03-25 00:18:42,211 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6180 +[2025-03-25 00:18:43,204 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:18:43,204 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:18:43,204 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:18:43,204 INFO hook.py line 689 3155176] wall : 0.7970 0.9457 +[2025-03-25 00:18:43,204 INFO hook.py line 689 3155176] floor : 0.9570 0.9858 +[2025-03-25 00:18:43,204 INFO hook.py line 689 3155176] cabinet : 0.5148 0.6344 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] bed : 0.7102 0.7982 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] chair : 0.8585 0.9027 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] sofa : 0.7219 0.8638 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] table : 0.6296 0.7805 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] door : 0.5465 0.7014 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] window : 0.4632 0.6024 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] bookshelf : 0.7003 0.7819 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] picture : 0.2450 0.2787 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] counter : 0.5592 0.6693 +[2025-03-25 00:18:43,205 INFO hook.py line 689 3155176] desk : 0.5064 0.7046 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] curtain : 0.5898 0.6317 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] refridgerator : 0.3670 0.3862 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] shower curtain : 0.5954 0.6382 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] toilet : 0.8461 0.9536 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] sink : 0.5062 0.5867 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] bathtub : 0.8713 0.8957 +[2025-03-25 00:18:43,206 INFO hook.py line 689 3155176] otherfurniture : 0.3437 0.4157 +[2025-03-25 00:18:43,206 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:18:43,206 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6165/0.7079/0.8584. +[2025-03-25 00:18:43,207 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:18:43,222 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6222 +[2025-03-25 00:18:43,223 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:18:53,971 INFO misc.py line 135 3155176] Train result: loss: 0.2693 +[2025-03-25 00:18:54,070 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:19:04,495 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0773 +[2025-03-25 00:19:04,534 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7126 +[2025-03-25 00:19:05,122 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4892 +[2025-03-25 00:19:05,174 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7069 +[2025-03-25 00:19:05,210 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6105 +[2025-03-25 00:19:05,262 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1244 +[2025-03-25 00:19:05,310 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3460 +[2025-03-25 00:19:05,336 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3844 +[2025-03-25 00:19:05,381 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.6416 +[2025-03-25 00:19:05,410 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8192 +[2025-03-25 00:19:05,451 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.5788 +[2025-03-25 00:19:05,481 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0474 +[2025-03-25 00:19:05,525 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7746 +[2025-03-25 00:19:05,558 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6559 +[2025-03-25 00:19:05,592 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7536 +[2025-03-25 00:19:05,633 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0950 +[2025-03-25 00:19:05,668 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3345 +[2025-03-25 00:19:05,697 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9854 +[2025-03-25 00:19:05,739 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2941 +[2025-03-25 00:19:05,768 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0683 +[2025-03-25 00:19:05,802 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3493 +[2025-03-25 00:19:05,837 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6641 +[2025-03-25 00:19:05,861 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9371 +[2025-03-25 00:19:05,902 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9129 +[2025-03-25 00:19:05,939 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1257 +[2025-03-25 00:19:05,978 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9920 +[2025-03-25 00:19:06,028 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5698 +[2025-03-25 00:19:06,058 INFO hook.py line 748 3155176] Test: [28/78] Loss 1.0265 +[2025-03-25 00:19:06,085 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3721 +[2025-03-25 00:19:06,139 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9530 +[2025-03-25 00:19:06,193 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5805 +[2025-03-25 00:19:06,228 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.6692 +[2025-03-25 00:19:06,278 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3705 +[2025-03-25 00:19:06,315 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.2189 +[2025-03-25 00:19:06,349 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8094 +[2025-03-25 00:19:06,382 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8979 +[2025-03-25 00:19:06,417 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6978 +[2025-03-25 00:19:06,446 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.4166 +[2025-03-25 00:19:06,503 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.7420 +[2025-03-25 00:19:06,545 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.1797 +[2025-03-25 00:19:06,585 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1888 +[2025-03-25 00:19:06,616 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1528 +[2025-03-25 00:19:06,652 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1283 +[2025-03-25 00:19:06,706 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7552 +[2025-03-25 00:19:06,737 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8935 +[2025-03-25 00:19:06,779 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7324 +[2025-03-25 00:19:06,815 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2827 +[2025-03-25 00:19:06,847 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5549 +[2025-03-25 00:19:06,881 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.2031 +[2025-03-25 00:19:06,913 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9567 +[2025-03-25 00:19:06,941 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1308 +[2025-03-25 00:19:06,980 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8859 +[2025-03-25 00:19:07,009 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7973 +[2025-03-25 00:19:07,041 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9841 +[2025-03-25 00:19:07,075 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0453 +[2025-03-25 00:19:07,111 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3394 +[2025-03-25 00:19:07,140 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5246 +[2025-03-25 00:19:07,162 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5288 +[2025-03-25 00:19:07,196 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9768 +[2025-03-25 00:19:07,226 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3353 +[2025-03-25 00:19:07,247 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0644 +[2025-03-25 00:19:07,276 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7047 +[2025-03-25 00:19:07,308 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3297 +[2025-03-25 00:19:07,360 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5613 +[2025-03-25 00:19:07,385 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.3386 +[2025-03-25 00:19:07,421 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5670 +[2025-03-25 00:19:07,455 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7335 +[2025-03-25 00:19:07,483 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6145 +[2025-03-25 00:19:07,509 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4288 +[2025-03-25 00:19:07,559 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.4710 +[2025-03-25 00:19:07,597 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.2339 +[2025-03-25 00:19:07,644 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4335 +[2025-03-25 00:19:07,689 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9170 +[2025-03-25 00:19:07,726 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8431 +[2025-03-25 00:19:07,770 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7501 +[2025-03-25 00:19:07,795 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7656 +[2025-03-25 00:19:07,847 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7905 +[2025-03-25 00:19:07,870 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7501 +[2025-03-25 00:19:08,859 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:19:08,859 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:19:08,859 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] wall : 0.8126 0.9326 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] floor : 0.9567 0.9869 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] cabinet : 0.5199 0.6706 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] bed : 0.6917 0.8098 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] chair : 0.8436 0.9087 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] sofa : 0.6974 0.8864 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] table : 0.6039 0.7023 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] door : 0.5621 0.6953 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] window : 0.4775 0.6404 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] bookshelf : 0.7069 0.8138 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] picture : 0.2836 0.3903 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] counter : 0.5656 0.7336 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] desk : 0.5026 0.8373 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] curtain : 0.6193 0.6793 +[2025-03-25 00:19:08,859 INFO hook.py line 689 3155176] refridgerator : 0.4432 0.5664 +[2025-03-25 00:19:08,860 INFO hook.py line 689 3155176] shower curtain : 0.6260 0.6916 +[2025-03-25 00:19:08,860 INFO hook.py line 689 3155176] toilet : 0.8596 0.9297 +[2025-03-25 00:19:08,860 INFO hook.py line 689 3155176] sink : 0.5229 0.6786 +[2025-03-25 00:19:08,860 INFO hook.py line 689 3155176] bathtub : 0.8711 0.9299 +[2025-03-25 00:19:08,860 INFO hook.py line 689 3155176] otherfurniture : 0.3259 0.3645 +[2025-03-25 00:19:08,860 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:19:08,860 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6246/0.7424/0.8598. +[2025-03-25 00:19:08,861 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:19:08,875 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6246 +[2025-03-25 00:19:08,876 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6246 +[2025-03-25 00:19:08,876 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:19:19,659 INFO misc.py line 135 3155176] Train result: loss: 0.2802 +[2025-03-25 00:19:19,753 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:19:30,348 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0753 +[2025-03-25 00:19:30,388 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8370 +[2025-03-25 00:19:30,426 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5164 +[2025-03-25 00:19:30,475 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8633 +[2025-03-25 00:19:30,589 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5766 +[2025-03-25 00:19:30,688 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3406 +[2025-03-25 00:19:30,738 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4303 +[2025-03-25 00:19:30,770 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2397 +[2025-03-25 00:19:31,094 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4573 +[2025-03-25 00:19:31,132 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8593 +[2025-03-25 00:19:31,175 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6609 +[2025-03-25 00:19:31,205 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8795 +[2025-03-25 00:19:31,249 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.6438 +[2025-03-25 00:19:31,282 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6434 +[2025-03-25 00:19:31,316 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.3456 +[2025-03-25 00:19:31,357 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0746 +[2025-03-25 00:19:31,392 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3501 +[2025-03-25 00:19:31,421 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1711 +[2025-03-25 00:19:31,460 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0684 +[2025-03-25 00:19:31,493 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9312 +[2025-03-25 00:19:31,524 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2762 +[2025-03-25 00:19:31,561 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9817 +[2025-03-25 00:19:31,587 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8762 +[2025-03-25 00:19:31,629 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.1011 +[2025-03-25 00:19:31,667 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0593 +[2025-03-25 00:19:31,702 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9845 +[2025-03-25 00:19:31,751 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6197 +[2025-03-25 00:19:31,781 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8729 +[2025-03-25 00:19:31,807 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2777 +[2025-03-25 00:19:31,861 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9288 +[2025-03-25 00:19:31,916 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6242 +[2025-03-25 00:19:31,946 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5840 +[2025-03-25 00:19:31,994 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3416 +[2025-03-25 00:19:32,030 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1786 +[2025-03-25 00:19:32,066 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7560 +[2025-03-25 00:19:32,100 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8979 +[2025-03-25 00:19:32,133 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.7300 +[2025-03-25 00:19:32,160 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3981 +[2025-03-25 00:19:32,218 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.2444 +[2025-03-25 00:19:32,262 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8370 +[2025-03-25 00:19:32,302 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.2372 +[2025-03-25 00:19:32,327 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1810 +[2025-03-25 00:19:32,359 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1280 +[2025-03-25 00:19:32,411 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6337 +[2025-03-25 00:19:32,452 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7528 +[2025-03-25 00:19:32,492 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6895 +[2025-03-25 00:19:32,530 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2432 +[2025-03-25 00:19:32,560 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5355 +[2025-03-25 00:19:32,596 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.8993 +[2025-03-25 00:19:32,628 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9078 +[2025-03-25 00:19:32,658 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.7393 +[2025-03-25 00:19:32,693 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0532 +[2025-03-25 00:19:32,721 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7053 +[2025-03-25 00:19:32,758 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8792 +[2025-03-25 00:19:32,791 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0424 +[2025-03-25 00:19:32,828 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3317 +[2025-03-25 00:19:32,856 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7271 +[2025-03-25 00:19:32,878 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5043 +[2025-03-25 00:19:32,913 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0189 +[2025-03-25 00:19:32,942 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3174 +[2025-03-25 00:19:32,963 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9072 +[2025-03-25 00:19:32,992 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7307 +[2025-03-25 00:19:33,025 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4811 +[2025-03-25 00:19:33,077 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7450 +[2025-03-25 00:19:33,101 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.9628 +[2025-03-25 00:19:33,136 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7524 +[2025-03-25 00:19:33,171 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6254 +[2025-03-25 00:19:33,199 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7143 +[2025-03-25 00:19:33,225 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3729 +[2025-03-25 00:19:33,275 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7968 +[2025-03-25 00:19:33,313 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.7565 +[2025-03-25 00:19:33,361 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3811 +[2025-03-25 00:19:33,406 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8792 +[2025-03-25 00:19:33,442 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7652 +[2025-03-25 00:19:33,486 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6273 +[2025-03-25 00:19:33,510 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9689 +[2025-03-25 00:19:33,563 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7695 +[2025-03-25 00:19:33,586 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.4797 +[2025-03-25 00:19:34,525 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:19:34,525 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:19:34,525 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] wall : 0.8008 0.9307 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] floor : 0.9576 0.9845 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] cabinet : 0.4969 0.6403 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] bed : 0.6873 0.7988 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] chair : 0.8456 0.9211 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] sofa : 0.7092 0.8506 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] table : 0.6102 0.7805 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] door : 0.5389 0.7721 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] window : 0.4489 0.5319 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] bookshelf : 0.6703 0.8225 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] picture : 0.2753 0.3473 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] counter : 0.5477 0.6971 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] desk : 0.5063 0.7036 +[2025-03-25 00:19:34,525 INFO hook.py line 689 3155176] curtain : 0.5631 0.5964 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] refridgerator : 0.4644 0.5047 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] shower curtain : 0.5853 0.6661 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] toilet : 0.8748 0.9558 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] sink : 0.5174 0.6622 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] bathtub : 0.8599 0.9070 +[2025-03-25 00:19:34,526 INFO hook.py line 689 3155176] otherfurniture : 0.2981 0.3345 +[2025-03-25 00:19:34,526 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:19:34,526 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6129/0.7204/0.8544. +[2025-03-25 00:19:34,526 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:19:34,539 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6246 +[2025-03-25 00:19:34,540 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:19:44,892 INFO misc.py line 135 3155176] Train result: loss: 0.2893 +[2025-03-25 00:19:44,996 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:19:56,156 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0763 +[2025-03-25 00:19:56,197 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9872 +[2025-03-25 00:19:56,233 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4884 +[2025-03-25 00:19:56,282 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8371 +[2025-03-25 00:19:56,318 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6789 +[2025-03-25 00:19:56,366 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.0306 +[2025-03-25 00:19:56,413 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4786 +[2025-03-25 00:19:56,440 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2779 +[2025-03-25 00:19:56,482 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5354 +[2025-03-25 00:19:56,511 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9974 +[2025-03-25 00:19:56,553 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6534 +[2025-03-25 00:19:56,589 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8123 +[2025-03-25 00:19:56,634 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.8386 +[2025-03-25 00:19:56,667 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4838 +[2025-03-25 00:19:56,701 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1449 +[2025-03-25 00:19:56,741 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0643 +[2025-03-25 00:19:56,776 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3477 +[2025-03-25 00:19:56,805 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.1244 +[2025-03-25 00:19:56,856 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1784 +[2025-03-25 00:19:56,885 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1272 +[2025-03-25 00:19:56,917 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2959 +[2025-03-25 00:19:56,954 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.9088 +[2025-03-25 00:19:56,979 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7497 +[2025-03-25 00:19:57,022 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0538 +[2025-03-25 00:19:57,060 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.0180 +[2025-03-25 00:19:57,096 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0357 +[2025-03-25 00:19:57,144 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5844 +[2025-03-25 00:19:57,174 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8958 +[2025-03-25 00:19:57,205 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.4028 +[2025-03-25 00:19:57,258 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7920 +[2025-03-25 00:19:57,320 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6572 +[2025-03-25 00:19:57,352 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5498 +[2025-03-25 00:19:57,404 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3057 +[2025-03-25 00:19:57,439 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0698 +[2025-03-25 00:19:57,475 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6758 +[2025-03-25 00:19:57,508 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8488 +[2025-03-25 00:19:57,545 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6823 +[2025-03-25 00:19:57,572 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3382 +[2025-03-25 00:19:57,629 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3261 +[2025-03-25 00:19:57,673 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0910 +[2025-03-25 00:19:57,712 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9946 +[2025-03-25 00:19:57,738 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1310 +[2025-03-25 00:19:57,772 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1167 +[2025-03-25 00:19:57,827 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7442 +[2025-03-25 00:19:57,858 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6859 +[2025-03-25 00:19:57,901 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7476 +[2025-03-25 00:19:57,938 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8308 +[2025-03-25 00:19:57,981 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.6107 +[2025-03-25 00:19:58,017 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7979 +[2025-03-25 00:19:58,049 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9747 +[2025-03-25 00:19:58,079 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9721 +[2025-03-25 00:19:58,113 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0852 +[2025-03-25 00:19:58,143 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5967 +[2025-03-25 00:19:58,179 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8112 +[2025-03-25 00:19:58,214 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0385 +[2025-03-25 00:19:58,251 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3125 +[2025-03-25 00:19:58,279 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5391 +[2025-03-25 00:19:58,302 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5366 +[2025-03-25 00:19:58,336 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9503 +[2025-03-25 00:19:58,365 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3720 +[2025-03-25 00:19:58,386 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0341 +[2025-03-25 00:19:58,416 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8467 +[2025-03-25 00:19:58,448 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3984 +[2025-03-25 00:19:58,500 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4751 +[2025-03-25 00:19:58,524 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5364 +[2025-03-25 00:19:58,560 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6360 +[2025-03-25 00:19:58,594 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6278 +[2025-03-25 00:19:58,622 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7789 +[2025-03-25 00:19:58,648 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4358 +[2025-03-25 00:19:58,697 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6842 +[2025-03-25 00:19:58,736 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.8942 +[2025-03-25 00:19:58,783 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5205 +[2025-03-25 00:19:58,828 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.8462 +[2025-03-25 00:19:58,865 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7225 +[2025-03-25 00:19:58,909 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7239 +[2025-03-25 00:19:58,933 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9932 +[2025-03-25 00:19:58,986 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.4523 +[2025-03-25 00:19:59,009 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7689 +[2025-03-25 00:19:59,996 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:19:59,996 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:19:59,996 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] wall : 0.8024 0.9485 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] floor : 0.9544 0.9873 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] cabinet : 0.5111 0.6258 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] bed : 0.6983 0.8041 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] chair : 0.8473 0.9264 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] sofa : 0.7089 0.8756 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] table : 0.5934 0.7347 +[2025-03-25 00:19:59,996 INFO hook.py line 689 3155176] door : 0.5639 0.7112 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] window : 0.4346 0.4912 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] bookshelf : 0.6912 0.7973 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] picture : 0.2569 0.3122 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] counter : 0.5720 0.7208 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] desk : 0.5046 0.7532 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] curtain : 0.6461 0.7298 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] refridgerator : 0.4608 0.4980 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] shower curtain : 0.5644 0.6445 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] toilet : 0.8744 0.9482 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] sink : 0.5640 0.6792 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] bathtub : 0.8680 0.9079 +[2025-03-25 00:19:59,997 INFO hook.py line 689 3155176] otherfurniture : 0.3208 0.3613 +[2025-03-25 00:19:59,997 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:19:59,997 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6219/0.7229/0.8587. +[2025-03-25 00:19:59,997 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:20:00,010 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6246 +[2025-03-25 00:20:00,011 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:20:11,098 INFO misc.py line 135 3155176] Train result: loss: 0.2696 +[2025-03-25 00:20:11,181 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:20:21,784 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0793 +[2025-03-25 00:20:22,030 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7612 +[2025-03-25 00:20:22,155 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4142 +[2025-03-25 00:20:22,200 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7837 +[2025-03-25 00:20:22,232 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5708 +[2025-03-25 00:20:22,280 INFO hook.py line 748 3155176] Test: [6/78] Loss 1.9693 +[2025-03-25 00:20:22,327 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4518 +[2025-03-25 00:20:22,356 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2422 +[2025-03-25 00:20:22,398 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5619 +[2025-03-25 00:20:22,624 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8625 +[2025-03-25 00:20:22,666 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6292 +[2025-03-25 00:20:22,699 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9955 +[2025-03-25 00:20:22,745 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9577 +[2025-03-25 00:20:22,779 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8186 +[2025-03-25 00:20:22,812 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.7207 +[2025-03-25 00:20:22,853 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0660 +[2025-03-25 00:20:22,887 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3475 +[2025-03-25 00:20:22,918 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6881 +[2025-03-25 00:20:22,957 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2200 +[2025-03-25 00:20:22,987 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9679 +[2025-03-25 00:20:23,018 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2606 +[2025-03-25 00:20:23,054 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8425 +[2025-03-25 00:20:23,078 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0191 +[2025-03-25 00:20:23,119 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9370 +[2025-03-25 00:20:23,157 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5688 +[2025-03-25 00:20:23,193 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8472 +[2025-03-25 00:20:23,241 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5101 +[2025-03-25 00:20:23,271 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8751 +[2025-03-25 00:20:23,296 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2715 +[2025-03-25 00:20:23,346 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9117 +[2025-03-25 00:20:23,399 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4250 +[2025-03-25 00:20:23,430 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5753 +[2025-03-25 00:20:23,478 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3787 +[2025-03-25 00:20:23,517 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0143 +[2025-03-25 00:20:23,554 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7059 +[2025-03-25 00:20:23,588 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0237 +[2025-03-25 00:20:23,622 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6041 +[2025-03-25 00:20:23,650 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3330 +[2025-03-25 00:20:23,709 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.8255 +[2025-03-25 00:20:23,753 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.2227 +[2025-03-25 00:20:23,793 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9710 +[2025-03-25 00:20:23,819 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1547 +[2025-03-25 00:20:23,851 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1204 +[2025-03-25 00:20:23,904 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6842 +[2025-03-25 00:20:23,934 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.6990 +[2025-03-25 00:20:23,975 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6809 +[2025-03-25 00:20:24,018 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2627 +[2025-03-25 00:20:24,048 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5039 +[2025-03-25 00:20:24,082 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5327 +[2025-03-25 00:20:24,111 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7920 +[2025-03-25 00:20:24,140 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0879 +[2025-03-25 00:20:24,175 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0352 +[2025-03-25 00:20:24,206 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6835 +[2025-03-25 00:20:24,240 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7468 +[2025-03-25 00:20:24,280 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0381 +[2025-03-25 00:20:24,316 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3824 +[2025-03-25 00:20:24,344 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7035 +[2025-03-25 00:20:24,367 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5690 +[2025-03-25 00:20:24,401 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9804 +[2025-03-25 00:20:24,430 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2803 +[2025-03-25 00:20:24,451 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9043 +[2025-03-25 00:20:24,480 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7004 +[2025-03-25 00:20:24,512 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3609 +[2025-03-25 00:20:24,564 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5744 +[2025-03-25 00:20:24,588 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4666 +[2025-03-25 00:20:24,625 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6715 +[2025-03-25 00:20:24,660 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6647 +[2025-03-25 00:20:24,688 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7008 +[2025-03-25 00:20:24,714 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.3914 +[2025-03-25 00:20:24,763 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7853 +[2025-03-25 00:20:24,802 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0791 +[2025-03-25 00:20:24,849 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4883 +[2025-03-25 00:20:24,894 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9846 +[2025-03-25 00:20:24,931 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.6117 +[2025-03-25 00:20:24,975 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7556 +[2025-03-25 00:20:25,000 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.6711 +[2025-03-25 00:20:25,052 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.5084 +[2025-03-25 00:20:25,075 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6450 +[2025-03-25 00:20:26,098 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:20:26,098 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:20:26,098 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] wall : 0.8033 0.9446 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] floor : 0.9572 0.9852 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] cabinet : 0.5165 0.6179 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] bed : 0.6979 0.8265 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] chair : 0.8612 0.9202 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] sofa : 0.7245 0.8811 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] table : 0.6346 0.7574 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] door : 0.5436 0.6626 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] window : 0.4695 0.6083 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] bookshelf : 0.6606 0.7963 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] picture : 0.2866 0.3648 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] counter : 0.5590 0.6909 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] desk : 0.5341 0.7648 +[2025-03-25 00:20:26,098 INFO hook.py line 689 3155176] curtain : 0.6163 0.6843 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] refridgerator : 0.3435 0.3556 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] shower curtain : 0.6180 0.7439 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] toilet : 0.8673 0.9594 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] sink : 0.5235 0.6131 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] bathtub : 0.8710 0.9237 +[2025-03-25 00:20:26,099 INFO hook.py line 689 3155176] otherfurniture : 0.3284 0.3922 +[2025-03-25 00:20:26,099 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:20:26,099 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6208/0.7246/0.8598. +[2025-03-25 00:20:26,099 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:20:26,110 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6246 +[2025-03-25 00:20:26,110 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:20:36,675 INFO misc.py line 135 3155176] Train result: loss: 0.2589 +[2025-03-25 00:20:36,766 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:20:47,243 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0776 +[2025-03-25 00:20:47,286 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8709 +[2025-03-25 00:20:47,327 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5361 +[2025-03-25 00:20:47,649 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8754 +[2025-03-25 00:20:47,688 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4956 +[2025-03-25 00:20:47,736 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1792 +[2025-03-25 00:20:47,784 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4195 +[2025-03-25 00:20:48,132 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3216 +[2025-03-25 00:20:48,173 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3915 +[2025-03-25 00:20:48,201 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8393 +[2025-03-25 00:20:48,338 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.7055 +[2025-03-25 00:20:48,368 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8845 +[2025-03-25 00:20:48,413 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.7494 +[2025-03-25 00:20:48,445 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6141 +[2025-03-25 00:20:48,478 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.6351 +[2025-03-25 00:20:48,519 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0629 +[2025-03-25 00:20:48,555 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3397 +[2025-03-25 00:20:48,584 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.6427 +[2025-03-25 00:20:48,626 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1732 +[2025-03-25 00:20:48,658 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1289 +[2025-03-25 00:20:48,690 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2696 +[2025-03-25 00:20:48,727 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7887 +[2025-03-25 00:20:48,751 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9060 +[2025-03-25 00:20:48,800 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0052 +[2025-03-25 00:20:48,838 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3908 +[2025-03-25 00:20:48,873 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0007 +[2025-03-25 00:20:48,924 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6058 +[2025-03-25 00:20:48,955 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8956 +[2025-03-25 00:20:48,979 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3566 +[2025-03-25 00:20:49,031 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9005 +[2025-03-25 00:20:49,087 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5155 +[2025-03-25 00:20:49,122 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5030 +[2025-03-25 00:20:49,170 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3820 +[2025-03-25 00:20:49,206 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9913 +[2025-03-25 00:20:49,243 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6490 +[2025-03-25 00:20:49,275 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0443 +[2025-03-25 00:20:49,309 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6381 +[2025-03-25 00:20:49,337 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3290 +[2025-03-25 00:20:49,395 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4401 +[2025-03-25 00:20:49,441 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9676 +[2025-03-25 00:20:49,480 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9807 +[2025-03-25 00:20:49,506 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1622 +[2025-03-25 00:20:49,539 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1085 +[2025-03-25 00:20:49,593 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5870 +[2025-03-25 00:20:49,625 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7360 +[2025-03-25 00:20:49,669 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7182 +[2025-03-25 00:20:49,704 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4208 +[2025-03-25 00:20:49,735 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4889 +[2025-03-25 00:20:49,769 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5436 +[2025-03-25 00:20:49,800 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8812 +[2025-03-25 00:20:49,827 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.3540 +[2025-03-25 00:20:49,864 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9783 +[2025-03-25 00:20:49,893 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6555 +[2025-03-25 00:20:49,932 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7253 +[2025-03-25 00:20:49,968 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0327 +[2025-03-25 00:20:50,005 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3742 +[2025-03-25 00:20:50,033 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7555 +[2025-03-25 00:20:50,056 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5974 +[2025-03-25 00:20:50,091 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0255 +[2025-03-25 00:20:50,120 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.2741 +[2025-03-25 00:20:50,140 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0023 +[2025-03-25 00:20:50,170 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7280 +[2025-03-25 00:20:50,203 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3086 +[2025-03-25 00:20:50,255 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.4711 +[2025-03-25 00:20:50,279 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4569 +[2025-03-25 00:20:50,314 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7458 +[2025-03-25 00:20:50,349 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7121 +[2025-03-25 00:20:50,377 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8073 +[2025-03-25 00:20:50,403 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4222 +[2025-03-25 00:20:50,453 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8056 +[2025-03-25 00:20:50,492 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9795 +[2025-03-25 00:20:50,539 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5357 +[2025-03-25 00:20:50,584 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0349 +[2025-03-25 00:20:50,622 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7198 +[2025-03-25 00:20:50,666 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6801 +[2025-03-25 00:20:50,690 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8582 +[2025-03-25 00:20:50,742 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6358 +[2025-03-25 00:20:50,766 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.8568 +[2025-03-25 00:20:51,798 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:20:51,799 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:20:51,799 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] wall : 0.8077 0.9422 +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] floor : 0.9570 0.9860 +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] cabinet : 0.5062 0.6216 +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] bed : 0.6972 0.8254 +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] chair : 0.8435 0.9301 +[2025-03-25 00:20:51,799 INFO hook.py line 689 3155176] sofa : 0.7071 0.8372 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] table : 0.6225 0.7247 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] door : 0.5525 0.7137 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] window : 0.4752 0.5756 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] bookshelf : 0.6537 0.8358 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] picture : 0.2595 0.3319 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] counter : 0.5584 0.6692 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] desk : 0.5361 0.7671 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] curtain : 0.5915 0.6564 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] refridgerator : 0.4425 0.4882 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] shower curtain : 0.6020 0.7129 +[2025-03-25 00:20:51,800 INFO hook.py line 689 3155176] toilet : 0.8446 0.9690 +[2025-03-25 00:20:51,801 INFO hook.py line 689 3155176] sink : 0.5191 0.6080 +[2025-03-25 00:20:51,801 INFO hook.py line 689 3155176] bathtub : 0.8678 0.9273 +[2025-03-25 00:20:51,801 INFO hook.py line 689 3155176] otherfurniture : 0.3161 0.3670 +[2025-03-25 00:20:51,801 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:20:51,801 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6180/0.7245/0.8590. +[2025-03-25 00:20:51,802 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:20:51,818 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6246 +[2025-03-25 00:20:51,819 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:21:02,163 INFO misc.py line 135 3155176] Train result: loss: 0.2691 +[2025-03-25 00:21:02,260 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:21:12,714 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0782 +[2025-03-25 00:21:13,098 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8294 +[2025-03-25 00:21:13,139 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4971 +[2025-03-25 00:21:13,199 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7922 +[2025-03-25 00:21:13,233 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.8537 +[2025-03-25 00:21:13,752 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1924 +[2025-03-25 00:21:13,799 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3768 +[2025-03-25 00:21:13,831 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2779 +[2025-03-25 00:21:13,878 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4700 +[2025-03-25 00:21:13,911 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7415 +[2025-03-25 00:21:13,954 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6187 +[2025-03-25 00:21:13,983 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9422 +[2025-03-25 00:21:14,028 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0053 +[2025-03-25 00:21:14,061 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.5322 +[2025-03-25 00:21:14,096 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1150 +[2025-03-25 00:21:14,135 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0723 +[2025-03-25 00:21:14,172 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3638 +[2025-03-25 00:21:14,209 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8647 +[2025-03-25 00:21:14,251 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1109 +[2025-03-25 00:21:14,281 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2859 +[2025-03-25 00:21:14,317 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2583 +[2025-03-25 00:21:14,354 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8064 +[2025-03-25 00:21:14,384 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8220 +[2025-03-25 00:21:14,427 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0202 +[2025-03-25 00:21:14,466 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.5057 +[2025-03-25 00:21:14,501 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9762 +[2025-03-25 00:21:14,548 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.6475 +[2025-03-25 00:21:14,579 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8239 +[2025-03-25 00:21:14,604 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3107 +[2025-03-25 00:21:14,656 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7837 +[2025-03-25 00:21:14,712 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5787 +[2025-03-25 00:21:14,744 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5375 +[2025-03-25 00:21:14,793 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3434 +[2025-03-25 00:21:14,832 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9729 +[2025-03-25 00:21:14,865 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7161 +[2025-03-25 00:21:14,897 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0649 +[2025-03-25 00:21:14,931 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5867 +[2025-03-25 00:21:14,961 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3408 +[2025-03-25 00:21:15,018 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4932 +[2025-03-25 00:21:15,060 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0862 +[2025-03-25 00:21:15,100 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9676 +[2025-03-25 00:21:15,126 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1798 +[2025-03-25 00:21:15,158 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1172 +[2025-03-25 00:21:15,209 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6677 +[2025-03-25 00:21:15,247 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7510 +[2025-03-25 00:21:15,291 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6807 +[2025-03-25 00:21:15,329 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5974 +[2025-03-25 00:21:15,362 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5063 +[2025-03-25 00:21:15,396 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3190 +[2025-03-25 00:21:15,429 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0376 +[2025-03-25 00:21:15,472 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1694 +[2025-03-25 00:21:15,513 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0308 +[2025-03-25 00:21:15,544 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6323 +[2025-03-25 00:21:15,578 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8289 +[2025-03-25 00:21:15,615 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0360 +[2025-03-25 00:21:15,651 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3270 +[2025-03-25 00:21:15,679 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6198 +[2025-03-25 00:21:15,702 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6148 +[2025-03-25 00:21:15,737 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0109 +[2025-03-25 00:21:15,766 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3487 +[2025-03-25 00:21:15,787 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8913 +[2025-03-25 00:21:15,817 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7723 +[2025-03-25 00:21:15,849 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2416 +[2025-03-25 00:21:15,901 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5931 +[2025-03-25 00:21:15,925 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4650 +[2025-03-25 00:21:15,961 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5759 +[2025-03-25 00:21:15,996 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.5935 +[2025-03-25 00:21:16,024 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6978 +[2025-03-25 00:21:16,050 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4033 +[2025-03-25 00:21:16,099 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8322 +[2025-03-25 00:21:16,138 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0294 +[2025-03-25 00:21:16,185 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.6126 +[2025-03-25 00:21:16,230 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9658 +[2025-03-25 00:21:16,266 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7245 +[2025-03-25 00:21:16,311 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6966 +[2025-03-25 00:21:16,335 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9672 +[2025-03-25 00:21:16,387 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.3812 +[2025-03-25 00:21:16,410 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7851 +[2025-03-25 00:21:17,360 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:21:17,360 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:21:17,360 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:21:17,360 INFO hook.py line 689 3155176] wall : 0.8024 0.9445 +[2025-03-25 00:21:17,360 INFO hook.py line 689 3155176] floor : 0.9582 0.9859 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] cabinet : 0.5224 0.6318 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] bed : 0.6909 0.8035 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] chair : 0.8554 0.9205 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] sofa : 0.7217 0.8814 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] table : 0.6410 0.7489 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] door : 0.5491 0.6859 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] window : 0.4941 0.6165 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] bookshelf : 0.6937 0.8277 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] picture : 0.2774 0.3442 +[2025-03-25 00:21:17,361 INFO hook.py line 689 3155176] counter : 0.5461 0.6620 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] desk : 0.5256 0.7982 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] curtain : 0.6334 0.6941 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] refridgerator : 0.4494 0.4737 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] shower curtain : 0.5850 0.6796 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] toilet : 0.8428 0.9522 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] sink : 0.5537 0.6648 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] bathtub : 0.8740 0.9108 +[2025-03-25 00:21:17,362 INFO hook.py line 689 3155176] otherfurniture : 0.3114 0.3582 +[2025-03-25 00:21:17,362 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:21:17,362 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6264/0.7292/0.8613. +[2025-03-25 00:21:17,363 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:21:17,378 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6264 +[2025-03-25 00:21:17,379 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6264 +[2025-03-25 00:21:17,379 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:21:28,088 INFO misc.py line 135 3155176] Train result: loss: 0.2726 +[2025-03-25 00:21:28,182 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:21:38,477 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0768 +[2025-03-25 00:21:38,544 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8463 +[2025-03-25 00:21:38,883 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4372 +[2025-03-25 00:21:38,928 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7901 +[2025-03-25 00:21:39,315 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7828 +[2025-03-25 00:21:39,362 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.1603 +[2025-03-25 00:21:39,415 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3319 +[2025-03-25 00:21:39,438 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3318 +[2025-03-25 00:21:39,479 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4094 +[2025-03-25 00:21:39,508 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7630 +[2025-03-25 00:21:39,552 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6036 +[2025-03-25 00:21:39,581 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9945 +[2025-03-25 00:21:39,627 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.6540 +[2025-03-25 00:21:39,660 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.4457 +[2025-03-25 00:21:39,697 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9180 +[2025-03-25 00:21:39,737 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0679 +[2025-03-25 00:21:39,773 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3502 +[2025-03-25 00:21:39,807 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7044 +[2025-03-25 00:21:39,853 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2447 +[2025-03-25 00:21:39,883 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1314 +[2025-03-25 00:21:39,915 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.3225 +[2025-03-25 00:21:39,952 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8685 +[2025-03-25 00:21:39,979 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7866 +[2025-03-25 00:21:40,020 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0265 +[2025-03-25 00:21:40,059 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2580 +[2025-03-25 00:21:40,095 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1494 +[2025-03-25 00:21:40,143 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4690 +[2025-03-25 00:21:40,173 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6404 +[2025-03-25 00:21:40,197 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3856 +[2025-03-25 00:21:40,250 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.7777 +[2025-03-25 00:21:40,307 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.6311 +[2025-03-25 00:21:40,338 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4981 +[2025-03-25 00:21:40,387 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3684 +[2025-03-25 00:21:40,424 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9919 +[2025-03-25 00:21:40,461 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7575 +[2025-03-25 00:21:40,494 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9436 +[2025-03-25 00:21:40,527 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6667 +[2025-03-25 00:21:40,555 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3388 +[2025-03-25 00:21:40,612 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6356 +[2025-03-25 00:21:40,654 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9928 +[2025-03-25 00:21:40,693 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0920 +[2025-03-25 00:21:40,724 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1788 +[2025-03-25 00:21:40,755 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1035 +[2025-03-25 00:21:40,812 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7097 +[2025-03-25 00:21:40,841 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7708 +[2025-03-25 00:21:40,884 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7639 +[2025-03-25 00:21:40,923 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2854 +[2025-03-25 00:21:40,955 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4542 +[2025-03-25 00:21:40,989 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3839 +[2025-03-25 00:21:41,020 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9778 +[2025-03-25 00:21:41,048 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0226 +[2025-03-25 00:21:41,081 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8575 +[2025-03-25 00:21:41,108 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6374 +[2025-03-25 00:21:41,144 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7561 +[2025-03-25 00:21:41,179 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0357 +[2025-03-25 00:21:41,215 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.4561 +[2025-03-25 00:21:41,243 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6759 +[2025-03-25 00:21:41,266 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5891 +[2025-03-25 00:21:41,301 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0031 +[2025-03-25 00:21:41,330 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3850 +[2025-03-25 00:21:41,351 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9017 +[2025-03-25 00:21:41,381 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8708 +[2025-03-25 00:21:41,413 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4924 +[2025-03-25 00:21:41,465 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6100 +[2025-03-25 00:21:41,489 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5092 +[2025-03-25 00:21:41,525 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6446 +[2025-03-25 00:21:41,560 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.5825 +[2025-03-25 00:21:41,588 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6317 +[2025-03-25 00:21:41,614 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4782 +[2025-03-25 00:21:41,664 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.9923 +[2025-03-25 00:21:41,702 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0509 +[2025-03-25 00:21:41,750 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.5860 +[2025-03-25 00:21:41,795 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9980 +[2025-03-25 00:21:41,832 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7239 +[2025-03-25 00:21:41,876 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6823 +[2025-03-25 00:21:41,901 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7846 +[2025-03-25 00:21:41,954 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7381 +[2025-03-25 00:21:41,978 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6109 +[2025-03-25 00:21:43,108 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:21:43,108 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:21:43,108 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:21:43,108 INFO hook.py line 689 3155176] wall : 0.8118 0.9246 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] floor : 0.9563 0.9875 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] cabinet : 0.5120 0.6618 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] bed : 0.7127 0.8071 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] chair : 0.8505 0.9269 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] sofa : 0.7227 0.8594 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] table : 0.6080 0.7162 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] door : 0.5409 0.7290 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] window : 0.4844 0.6247 +[2025-03-25 00:21:43,109 INFO hook.py line 689 3155176] bookshelf : 0.6931 0.8508 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] picture : 0.2689 0.3263 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] counter : 0.5687 0.6397 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] desk : 0.4982 0.8194 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] curtain : 0.6318 0.6998 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] refridgerator : 0.4523 0.4725 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] shower curtain : 0.6187 0.7027 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] toilet : 0.8592 0.9561 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] sink : 0.5031 0.5697 +[2025-03-25 00:21:43,110 INFO hook.py line 689 3155176] bathtub : 0.8742 0.9166 +[2025-03-25 00:21:43,111 INFO hook.py line 689 3155176] otherfurniture : 0.3294 0.3849 +[2025-03-25 00:21:43,111 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:21:43,111 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6248/0.7288/0.8597. +[2025-03-25 00:21:43,112 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:21:43,125 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6264 +[2025-03-25 00:21:43,125 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:21:53,329 INFO misc.py line 135 3155176] Train result: loss: 0.2506 +[2025-03-25 00:21:53,407 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:22:04,107 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0767 +[2025-03-25 00:22:04,189 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7417 +[2025-03-25 00:22:04,228 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5034 +[2025-03-25 00:22:04,720 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8341 +[2025-03-25 00:22:04,774 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4744 +[2025-03-25 00:22:04,820 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4031 +[2025-03-25 00:22:04,867 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3066 +[2025-03-25 00:22:04,894 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2581 +[2025-03-25 00:22:04,934 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3284 +[2025-03-25 00:22:04,964 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6905 +[2025-03-25 00:22:05,005 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6907 +[2025-03-25 00:22:05,033 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9312 +[2025-03-25 00:22:05,080 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1002 +[2025-03-25 00:22:05,114 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6976 +[2025-03-25 00:22:05,147 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9413 +[2025-03-25 00:22:05,186 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0604 +[2025-03-25 00:22:05,221 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2954 +[2025-03-25 00:22:05,252 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7543 +[2025-03-25 00:22:05,296 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2312 +[2025-03-25 00:22:05,327 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9843 +[2025-03-25 00:22:05,359 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2750 +[2025-03-25 00:22:05,395 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7682 +[2025-03-25 00:22:05,420 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9904 +[2025-03-25 00:22:05,459 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0072 +[2025-03-25 00:22:05,498 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3060 +[2025-03-25 00:22:05,534 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0678 +[2025-03-25 00:22:05,581 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5673 +[2025-03-25 00:22:05,611 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.5868 +[2025-03-25 00:22:05,635 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2636 +[2025-03-25 00:22:05,686 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8659 +[2025-03-25 00:22:05,743 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5726 +[2025-03-25 00:22:05,774 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5511 +[2025-03-25 00:22:05,822 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3546 +[2025-03-25 00:22:05,858 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1125 +[2025-03-25 00:22:05,893 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8985 +[2025-03-25 00:22:05,926 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0913 +[2025-03-25 00:22:05,960 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6201 +[2025-03-25 00:22:05,987 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3198 +[2025-03-25 00:22:06,044 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6140 +[2025-03-25 00:22:06,089 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0816 +[2025-03-25 00:22:06,128 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0000 +[2025-03-25 00:22:06,151 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1931 +[2025-03-25 00:22:06,182 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1163 +[2025-03-25 00:22:06,235 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6042 +[2025-03-25 00:22:06,264 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7240 +[2025-03-25 00:22:06,304 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7403 +[2025-03-25 00:22:06,340 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1441 +[2025-03-25 00:22:06,372 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4059 +[2025-03-25 00:22:06,402 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6074 +[2025-03-25 00:22:06,434 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0300 +[2025-03-25 00:22:06,461 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1895 +[2025-03-25 00:22:06,499 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9339 +[2025-03-25 00:22:06,529 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.8393 +[2025-03-25 00:22:06,564 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.7279 +[2025-03-25 00:22:06,598 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0377 +[2025-03-25 00:22:06,634 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3915 +[2025-03-25 00:22:06,663 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6655 +[2025-03-25 00:22:06,687 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5523 +[2025-03-25 00:22:06,722 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0566 +[2025-03-25 00:22:06,752 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3693 +[2025-03-25 00:22:06,773 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7723 +[2025-03-25 00:22:06,802 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.9686 +[2025-03-25 00:22:06,834 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5762 +[2025-03-25 00:22:06,887 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6620 +[2025-03-25 00:22:06,910 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.6910 +[2025-03-25 00:22:06,946 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5697 +[2025-03-25 00:22:06,982 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7592 +[2025-03-25 00:22:07,010 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.8465 +[2025-03-25 00:22:07,036 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4515 +[2025-03-25 00:22:07,086 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8474 +[2025-03-25 00:22:07,124 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1813 +[2025-03-25 00:22:07,172 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.2818 +[2025-03-25 00:22:07,217 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9113 +[2025-03-25 00:22:07,254 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.7567 +[2025-03-25 00:22:07,298 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6754 +[2025-03-25 00:22:07,323 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7535 +[2025-03-25 00:22:07,375 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8143 +[2025-03-25 00:22:07,399 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5061 +[2025-03-25 00:22:08,317 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:22:08,318 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:22:08,318 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] wall : 0.8090 0.9396 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] floor : 0.9570 0.9862 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] cabinet : 0.5184 0.6741 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] bed : 0.7255 0.8050 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] chair : 0.8492 0.9326 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] sofa : 0.7299 0.8377 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] table : 0.6279 0.7668 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] door : 0.5499 0.7021 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] window : 0.4805 0.6282 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] bookshelf : 0.6844 0.8213 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] picture : 0.2847 0.3466 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] counter : 0.5868 0.6947 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] desk : 0.5135 0.7332 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] curtain : 0.5892 0.6364 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] refridgerator : 0.4410 0.4610 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] shower curtain : 0.6076 0.6813 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] toilet : 0.8932 0.9315 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] sink : 0.5451 0.6253 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] bathtub : 0.8770 0.9019 +[2025-03-25 00:22:08,318 INFO hook.py line 689 3155176] otherfurniture : 0.3230 0.3659 +[2025-03-25 00:22:08,318 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:22:08,318 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6296/0.7236/0.8614. +[2025-03-25 00:22:08,319 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:22:08,331 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6296 +[2025-03-25 00:22:08,331 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6296 +[2025-03-25 00:22:08,332 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:22:19,286 INFO misc.py line 135 3155176] Train result: loss: 0.2584 +[2025-03-25 00:22:19,391 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:22:30,132 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0778 +[2025-03-25 00:22:30,182 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9953 +[2025-03-25 00:22:30,224 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5764 +[2025-03-25 00:22:30,272 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8005 +[2025-03-25 00:22:30,304 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4651 +[2025-03-25 00:22:30,355 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4266 +[2025-03-25 00:22:30,487 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3989 +[2025-03-25 00:22:30,520 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2437 +[2025-03-25 00:22:30,888 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.2896 +[2025-03-25 00:22:30,919 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9972 +[2025-03-25 00:22:30,978 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6742 +[2025-03-25 00:22:31,007 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7353 +[2025-03-25 00:22:31,051 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2046 +[2025-03-25 00:22:31,085 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6402 +[2025-03-25 00:22:31,120 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9467 +[2025-03-25 00:22:31,161 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0729 +[2025-03-25 00:22:31,196 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3659 +[2025-03-25 00:22:31,226 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7513 +[2025-03-25 00:22:31,266 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1825 +[2025-03-25 00:22:31,296 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1531 +[2025-03-25 00:22:31,332 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2852 +[2025-03-25 00:22:31,368 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6574 +[2025-03-25 00:22:31,400 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9588 +[2025-03-25 00:22:31,441 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9902 +[2025-03-25 00:22:31,482 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3512 +[2025-03-25 00:22:31,518 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1373 +[2025-03-25 00:22:31,566 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4181 +[2025-03-25 00:22:31,597 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6622 +[2025-03-25 00:22:31,628 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2974 +[2025-03-25 00:22:31,679 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9081 +[2025-03-25 00:22:31,737 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4549 +[2025-03-25 00:22:31,768 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4475 +[2025-03-25 00:22:31,817 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3811 +[2025-03-25 00:22:31,857 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0839 +[2025-03-25 00:22:31,889 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6898 +[2025-03-25 00:22:31,925 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0145 +[2025-03-25 00:22:31,971 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6587 +[2025-03-25 00:22:31,998 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.2880 +[2025-03-25 00:22:32,056 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3052 +[2025-03-25 00:22:32,099 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8476 +[2025-03-25 00:22:32,147 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0891 +[2025-03-25 00:22:32,174 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1697 +[2025-03-25 00:22:32,206 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1104 +[2025-03-25 00:22:32,257 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5527 +[2025-03-25 00:22:32,296 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8066 +[2025-03-25 00:22:32,336 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7104 +[2025-03-25 00:22:32,380 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1457 +[2025-03-25 00:22:32,412 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4448 +[2025-03-25 00:22:32,446 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.9007 +[2025-03-25 00:22:32,479 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.3341 +[2025-03-25 00:22:32,513 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8516 +[2025-03-25 00:22:32,549 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.9803 +[2025-03-25 00:22:32,575 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6340 +[2025-03-25 00:22:32,608 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.6381 +[2025-03-25 00:22:32,644 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0378 +[2025-03-25 00:22:32,681 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3724 +[2025-03-25 00:22:32,709 INFO hook.py line 748 3155176] Test: [57/78] Loss 1.0257 +[2025-03-25 00:22:32,732 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5887 +[2025-03-25 00:22:32,767 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9515 +[2025-03-25 00:22:32,796 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4559 +[2025-03-25 00:22:32,816 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8440 +[2025-03-25 00:22:32,846 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8719 +[2025-03-25 00:22:32,878 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.4351 +[2025-03-25 00:22:32,931 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.8017 +[2025-03-25 00:22:32,955 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5365 +[2025-03-25 00:22:32,990 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.9195 +[2025-03-25 00:22:33,025 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.6093 +[2025-03-25 00:22:33,053 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7394 +[2025-03-25 00:22:33,079 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4660 +[2025-03-25 00:22:33,128 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7255 +[2025-03-25 00:22:33,168 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9940 +[2025-03-25 00:22:33,215 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.2654 +[2025-03-25 00:22:33,260 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9820 +[2025-03-25 00:22:33,296 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.5806 +[2025-03-25 00:22:33,341 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6060 +[2025-03-25 00:22:33,365 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7261 +[2025-03-25 00:22:33,418 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6982 +[2025-03-25 00:22:33,441 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5288 +[2025-03-25 00:22:34,392 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:22:34,392 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:22:34,392 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] wall : 0.8094 0.9385 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] floor : 0.9582 0.9850 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] cabinet : 0.5215 0.6139 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] bed : 0.6972 0.7812 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] chair : 0.8490 0.9376 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] sofa : 0.7066 0.8202 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] table : 0.6172 0.7858 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] door : 0.5650 0.7296 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] window : 0.4912 0.6145 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] bookshelf : 0.6950 0.8348 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] picture : 0.2731 0.3422 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] counter : 0.5788 0.7268 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] desk : 0.5081 0.7104 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] curtain : 0.6423 0.7221 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] refridgerator : 0.4375 0.4616 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] shower curtain : 0.6369 0.6931 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] toilet : 0.8855 0.9529 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] sink : 0.5355 0.6192 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] bathtub : 0.8670 0.9052 +[2025-03-25 00:22:34,392 INFO hook.py line 689 3155176] otherfurniture : 0.3434 0.4042 +[2025-03-25 00:22:34,392 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:22:34,392 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6309/0.7289/0.8626. +[2025-03-25 00:22:34,393 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:22:34,409 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6309 +[2025-03-25 00:22:34,409 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6309 +[2025-03-25 00:22:34,409 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:22:45,030 INFO misc.py line 135 3155176] Train result: loss: 0.2317 +[2025-03-25 00:22:45,115 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:22:55,449 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0717 +[2025-03-25 00:22:55,502 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8881 +[2025-03-25 00:22:55,767 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5638 +[2025-03-25 00:22:56,358 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8175 +[2025-03-25 00:22:56,410 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.4944 +[2025-03-25 00:22:56,456 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4049 +[2025-03-25 00:22:56,503 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4309 +[2025-03-25 00:22:56,529 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2706 +[2025-03-25 00:22:56,575 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4018 +[2025-03-25 00:22:56,603 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7055 +[2025-03-25 00:22:56,645 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6713 +[2025-03-25 00:22:56,680 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.7405 +[2025-03-25 00:22:56,725 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0578 +[2025-03-25 00:22:56,759 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7339 +[2025-03-25 00:22:56,794 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9027 +[2025-03-25 00:22:56,834 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0770 +[2025-03-25 00:22:56,870 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3183 +[2025-03-25 00:22:56,901 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7122 +[2025-03-25 00:22:56,939 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.3070 +[2025-03-25 00:22:56,969 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2163 +[2025-03-25 00:22:57,001 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2972 +[2025-03-25 00:22:57,037 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6084 +[2025-03-25 00:22:57,064 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0814 +[2025-03-25 00:22:57,105 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0368 +[2025-03-25 00:22:57,144 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3718 +[2025-03-25 00:22:57,182 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9850 +[2025-03-25 00:22:57,229 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4266 +[2025-03-25 00:22:57,258 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.9974 +[2025-03-25 00:22:57,285 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3364 +[2025-03-25 00:22:57,335 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9000 +[2025-03-25 00:22:57,390 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5117 +[2025-03-25 00:22:57,422 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4986 +[2025-03-25 00:22:57,471 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3237 +[2025-03-25 00:22:57,506 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.1133 +[2025-03-25 00:22:57,542 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6382 +[2025-03-25 00:22:57,574 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0409 +[2025-03-25 00:22:57,608 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6414 +[2025-03-25 00:22:57,638 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3830 +[2025-03-25 00:22:57,695 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.2464 +[2025-03-25 00:22:57,737 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0387 +[2025-03-25 00:22:57,777 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.1046 +[2025-03-25 00:22:57,804 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1478 +[2025-03-25 00:22:57,834 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1136 +[2025-03-25 00:22:57,887 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5990 +[2025-03-25 00:22:57,924 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8401 +[2025-03-25 00:22:57,965 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7179 +[2025-03-25 00:22:58,003 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5032 +[2025-03-25 00:22:58,034 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5092 +[2025-03-25 00:22:58,066 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3781 +[2025-03-25 00:22:58,097 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.1645 +[2025-03-25 00:22:58,127 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9054 +[2025-03-25 00:22:58,163 INFO hook.py line 748 3155176] Test: [52/78] Loss 1.0016 +[2025-03-25 00:22:58,189 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5134 +[2025-03-25 00:22:58,222 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8933 +[2025-03-25 00:22:58,256 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0377 +[2025-03-25 00:22:58,293 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3915 +[2025-03-25 00:22:58,322 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.7361 +[2025-03-25 00:22:58,345 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5344 +[2025-03-25 00:22:58,380 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0518 +[2025-03-25 00:22:58,408 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3592 +[2025-03-25 00:22:58,429 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0845 +[2025-03-25 00:22:58,459 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7357 +[2025-03-25 00:22:58,490 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.5228 +[2025-03-25 00:22:58,543 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5964 +[2025-03-25 00:22:58,567 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5502 +[2025-03-25 00:22:58,602 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6308 +[2025-03-25 00:22:58,637 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7005 +[2025-03-25 00:22:58,665 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7223 +[2025-03-25 00:22:58,691 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4391 +[2025-03-25 00:22:58,741 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7084 +[2025-03-25 00:22:58,780 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0740 +[2025-03-25 00:22:58,828 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3703 +[2025-03-25 00:22:58,873 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0473 +[2025-03-25 00:22:58,909 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9969 +[2025-03-25 00:22:58,954 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6711 +[2025-03-25 00:22:58,978 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8003 +[2025-03-25 00:22:59,030 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7643 +[2025-03-25 00:22:59,053 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6460 +[2025-03-25 00:23:00,069 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:23:00,069 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:23:00,069 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] wall : 0.8052 0.9419 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] floor : 0.9587 0.9856 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] cabinet : 0.5102 0.6262 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] bed : 0.7138 0.7894 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] chair : 0.8572 0.9242 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] sofa : 0.7208 0.8677 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] table : 0.6281 0.7428 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] door : 0.5634 0.7058 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] window : 0.4745 0.5990 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] bookshelf : 0.6739 0.8310 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] picture : 0.2861 0.3817 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] counter : 0.5313 0.7703 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] desk : 0.5240 0.7617 +[2025-03-25 00:23:00,069 INFO hook.py line 689 3155176] curtain : 0.6219 0.6796 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] refridgerator : 0.4412 0.4749 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] shower curtain : 0.6186 0.6747 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] toilet : 0.8743 0.9487 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] sink : 0.5416 0.6851 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] bathtub : 0.8702 0.9163 +[2025-03-25 00:23:00,070 INFO hook.py line 689 3155176] otherfurniture : 0.3391 0.3920 +[2025-03-25 00:23:00,070 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:23:00,070 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6277/0.7349/0.8614. +[2025-03-25 00:23:00,070 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:23:00,085 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6309 +[2025-03-25 00:23:00,085 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:23:10,676 INFO misc.py line 135 3155176] Train result: loss: 0.2587 +[2025-03-25 00:23:10,764 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:23:21,236 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0735 +[2025-03-25 00:23:21,426 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9059 +[2025-03-25 00:23:21,472 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5156 +[2025-03-25 00:23:21,529 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7253 +[2025-03-25 00:23:21,569 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5925 +[2025-03-25 00:23:21,664 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2985 +[2025-03-25 00:23:21,711 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4780 +[2025-03-25 00:23:21,772 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2513 +[2025-03-25 00:23:21,819 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3989 +[2025-03-25 00:23:22,103 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7108 +[2025-03-25 00:23:22,145 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6193 +[2025-03-25 00:23:22,175 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8579 +[2025-03-25 00:23:22,221 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2170 +[2025-03-25 00:23:22,255 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8591 +[2025-03-25 00:23:22,289 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1873 +[2025-03-25 00:23:22,331 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0739 +[2025-03-25 00:23:22,366 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3820 +[2025-03-25 00:23:22,396 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9146 +[2025-03-25 00:23:22,435 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2736 +[2025-03-25 00:23:22,466 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2279 +[2025-03-25 00:23:22,498 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2948 +[2025-03-25 00:23:22,535 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8142 +[2025-03-25 00:23:22,561 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7614 +[2025-03-25 00:23:22,603 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0235 +[2025-03-25 00:23:22,643 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1911 +[2025-03-25 00:23:22,678 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9174 +[2025-03-25 00:23:22,725 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3980 +[2025-03-25 00:23:22,755 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6547 +[2025-03-25 00:23:22,782 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3454 +[2025-03-25 00:23:22,834 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8670 +[2025-03-25 00:23:22,888 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5346 +[2025-03-25 00:23:22,920 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4294 +[2025-03-25 00:23:22,969 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3632 +[2025-03-25 00:23:23,008 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9842 +[2025-03-25 00:23:23,042 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.8543 +[2025-03-25 00:23:23,074 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9839 +[2025-03-25 00:23:23,110 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6286 +[2025-03-25 00:23:23,137 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.2928 +[2025-03-25 00:23:23,193 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3919 +[2025-03-25 00:23:23,242 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9474 +[2025-03-25 00:23:23,286 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0930 +[2025-03-25 00:23:23,320 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1561 +[2025-03-25 00:23:23,359 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1027 +[2025-03-25 00:23:23,411 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.7495 +[2025-03-25 00:23:23,440 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7232 +[2025-03-25 00:23:23,481 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7002 +[2025-03-25 00:23:23,519 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2021 +[2025-03-25 00:23:23,553 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4571 +[2025-03-25 00:23:23,593 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.4298 +[2025-03-25 00:23:23,625 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7629 +[2025-03-25 00:23:23,654 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8904 +[2025-03-25 00:23:23,692 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8956 +[2025-03-25 00:23:23,716 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7852 +[2025-03-25 00:23:23,759 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0370 +[2025-03-25 00:23:23,794 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0354 +[2025-03-25 00:23:23,830 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3639 +[2025-03-25 00:23:23,858 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6777 +[2025-03-25 00:23:23,881 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5296 +[2025-03-25 00:23:23,916 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0874 +[2025-03-25 00:23:23,945 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4203 +[2025-03-25 00:23:23,965 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7168 +[2025-03-25 00:23:23,995 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8007 +[2025-03-25 00:23:24,028 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3503 +[2025-03-25 00:23:24,080 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7325 +[2025-03-25 00:23:24,103 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5175 +[2025-03-25 00:23:24,139 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5580 +[2025-03-25 00:23:24,174 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7290 +[2025-03-25 00:23:24,203 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6323 +[2025-03-25 00:23:24,228 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4446 +[2025-03-25 00:23:24,278 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8670 +[2025-03-25 00:23:24,317 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1299 +[2025-03-25 00:23:24,365 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4240 +[2025-03-25 00:23:24,410 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0605 +[2025-03-25 00:23:24,446 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9842 +[2025-03-25 00:23:24,490 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7066 +[2025-03-25 00:23:24,515 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8370 +[2025-03-25 00:23:24,567 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6941 +[2025-03-25 00:23:24,590 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6748 +[2025-03-25 00:23:25,557 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:23:25,558 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:23:25,558 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] wall : 0.8066 0.9371 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] floor : 0.9586 0.9846 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] cabinet : 0.5141 0.6178 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] bed : 0.6893 0.8113 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] chair : 0.8605 0.9290 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] sofa : 0.7383 0.8653 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] table : 0.6269 0.7482 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] door : 0.5647 0.7333 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] window : 0.4907 0.6016 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] bookshelf : 0.6753 0.8385 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] picture : 0.2954 0.3834 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] counter : 0.5645 0.7211 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] desk : 0.5138 0.8176 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] curtain : 0.6470 0.7259 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] refridgerator : 0.4538 0.4952 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] shower curtain : 0.6317 0.7253 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] toilet : 0.8767 0.9401 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] sink : 0.5321 0.5949 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] bathtub : 0.8769 0.9190 +[2025-03-25 00:23:25,558 INFO hook.py line 689 3155176] otherfurniture : 0.3163 0.3568 +[2025-03-25 00:23:25,558 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:23:25,558 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6317/0.7373/0.8620. +[2025-03-25 00:23:25,559 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:23:25,573 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6317 +[2025-03-25 00:23:25,574 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:23:25,574 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:23:36,114 INFO misc.py line 135 3155176] Train result: loss: 0.2803 +[2025-03-25 00:23:36,186 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:23:46,574 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0702 +[2025-03-25 00:23:46,624 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9841 +[2025-03-25 00:23:47,217 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4794 +[2025-03-25 00:23:47,263 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7568 +[2025-03-25 00:23:47,295 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5533 +[2025-03-25 00:23:47,346 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2082 +[2025-03-25 00:23:47,393 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4405 +[2025-03-25 00:23:47,418 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2900 +[2025-03-25 00:23:47,458 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4654 +[2025-03-25 00:23:47,490 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7084 +[2025-03-25 00:23:47,532 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6423 +[2025-03-25 00:23:47,561 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9422 +[2025-03-25 00:23:47,606 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.3140 +[2025-03-25 00:23:47,646 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.9468 +[2025-03-25 00:23:47,681 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9797 +[2025-03-25 00:23:47,721 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0711 +[2025-03-25 00:23:47,756 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3925 +[2025-03-25 00:23:47,786 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7967 +[2025-03-25 00:23:47,826 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1820 +[2025-03-25 00:23:47,856 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.3007 +[2025-03-25 00:23:47,888 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2786 +[2025-03-25 00:23:47,925 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8434 +[2025-03-25 00:23:47,951 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8375 +[2025-03-25 00:23:47,994 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0039 +[2025-03-25 00:23:48,034 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4429 +[2025-03-25 00:23:48,077 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.8762 +[2025-03-25 00:23:48,124 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4876 +[2025-03-25 00:23:48,153 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7697 +[2025-03-25 00:23:48,180 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3224 +[2025-03-25 00:23:48,229 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9282 +[2025-03-25 00:23:48,283 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4976 +[2025-03-25 00:23:48,314 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4979 +[2025-03-25 00:23:48,366 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3380 +[2025-03-25 00:23:48,403 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0964 +[2025-03-25 00:23:48,436 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6322 +[2025-03-25 00:23:48,468 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9323 +[2025-03-25 00:23:48,501 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5844 +[2025-03-25 00:23:48,533 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3168 +[2025-03-25 00:23:48,590 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5569 +[2025-03-25 00:23:48,634 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9551 +[2025-03-25 00:23:48,673 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0398 +[2025-03-25 00:23:48,699 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1402 +[2025-03-25 00:23:48,730 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1085 +[2025-03-25 00:23:48,784 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6907 +[2025-03-25 00:23:48,814 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.8732 +[2025-03-25 00:23:48,857 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6882 +[2025-03-25 00:23:48,894 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3818 +[2025-03-25 00:23:48,925 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4665 +[2025-03-25 00:23:48,957 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.3529 +[2025-03-25 00:23:48,996 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9457 +[2025-03-25 00:23:49,024 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0487 +[2025-03-25 00:23:49,058 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8928 +[2025-03-25 00:23:49,087 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.5516 +[2025-03-25 00:23:49,120 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9519 +[2025-03-25 00:23:49,153 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0362 +[2025-03-25 00:23:49,190 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3010 +[2025-03-25 00:23:49,218 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6729 +[2025-03-25 00:23:49,241 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5967 +[2025-03-25 00:23:49,276 INFO hook.py line 748 3155176] Test: [59/78] Loss 0.9817 +[2025-03-25 00:23:49,305 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3901 +[2025-03-25 00:23:49,327 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.7975 +[2025-03-25 00:23:49,356 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7301 +[2025-03-25 00:23:49,388 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1505 +[2025-03-25 00:23:49,441 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6046 +[2025-03-25 00:23:49,465 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4550 +[2025-03-25 00:23:49,500 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.6276 +[2025-03-25 00:23:49,536 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7084 +[2025-03-25 00:23:49,564 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6697 +[2025-03-25 00:23:49,590 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4339 +[2025-03-25 00:23:49,640 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.6591 +[2025-03-25 00:23:49,678 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0425 +[2025-03-25 00:23:49,727 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.2871 +[2025-03-25 00:23:49,776 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0367 +[2025-03-25 00:23:49,812 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9282 +[2025-03-25 00:23:49,856 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6997 +[2025-03-25 00:23:49,881 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9271 +[2025-03-25 00:23:49,934 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6933 +[2025-03-25 00:23:49,957 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7630 +[2025-03-25 00:23:50,964 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:23:50,965 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:23:50,965 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:23:50,965 INFO hook.py line 689 3155176] wall : 0.8027 0.9476 +[2025-03-25 00:23:50,965 INFO hook.py line 689 3155176] floor : 0.9573 0.9860 +[2025-03-25 00:23:50,965 INFO hook.py line 689 3155176] cabinet : 0.5162 0.6128 +[2025-03-25 00:23:50,965 INFO hook.py line 689 3155176] bed : 0.6904 0.8101 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] chair : 0.8620 0.9242 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] sofa : 0.7364 0.8697 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] table : 0.6375 0.7479 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] door : 0.5701 0.6917 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] window : 0.4886 0.5933 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] bookshelf : 0.6883 0.8069 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] picture : 0.2852 0.3728 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] counter : 0.5509 0.7495 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] desk : 0.5353 0.8384 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] curtain : 0.6256 0.6855 +[2025-03-25 00:23:50,966 INFO hook.py line 689 3155176] refridgerator : 0.3913 0.4139 +[2025-03-25 00:23:50,967 INFO hook.py line 689 3155176] shower curtain : 0.6231 0.7374 +[2025-03-25 00:23:50,967 INFO hook.py line 689 3155176] toilet : 0.8308 0.9716 +[2025-03-25 00:23:50,967 INFO hook.py line 689 3155176] sink : 0.5584 0.6433 +[2025-03-25 00:23:50,967 INFO hook.py line 689 3155176] bathtub : 0.8667 0.9245 +[2025-03-25 00:23:50,967 INFO hook.py line 689 3155176] otherfurniture : 0.3264 0.3754 +[2025-03-25 00:23:50,967 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:23:50,967 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6272/0.7351/0.8626. +[2025-03-25 00:23:50,968 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:23:50,989 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:23:50,989 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:24:01,173 INFO misc.py line 135 3155176] Train result: loss: 0.2468 +[2025-03-25 00:24:01,280 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:24:11,577 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0716 +[2025-03-25 00:24:11,909 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8456 +[2025-03-25 00:24:11,945 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4871 +[2025-03-25 00:24:11,989 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.6494 +[2025-03-25 00:24:12,213 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6200 +[2025-03-25 00:24:12,266 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3973 +[2025-03-25 00:24:12,315 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3944 +[2025-03-25 00:24:12,383 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.3102 +[2025-03-25 00:24:12,423 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4280 +[2025-03-25 00:24:12,473 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6561 +[2025-03-25 00:24:12,517 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6652 +[2025-03-25 00:24:12,556 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8503 +[2025-03-25 00:24:12,605 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.4128 +[2025-03-25 00:24:12,638 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7962 +[2025-03-25 00:24:12,672 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1963 +[2025-03-25 00:24:12,713 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0756 +[2025-03-25 00:24:12,756 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3148 +[2025-03-25 00:24:12,795 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0586 +[2025-03-25 00:24:12,843 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1224 +[2025-03-25 00:24:12,874 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.2184 +[2025-03-25 00:24:12,908 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2745 +[2025-03-25 00:24:12,950 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6767 +[2025-03-25 00:24:12,982 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9441 +[2025-03-25 00:24:13,025 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0193 +[2025-03-25 00:24:13,065 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2659 +[2025-03-25 00:24:13,101 INFO hook.py line 748 3155176] Test: [26/78] Loss 0.9962 +[2025-03-25 00:24:13,148 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5466 +[2025-03-25 00:24:13,182 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7936 +[2025-03-25 00:24:13,215 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2927 +[2025-03-25 00:24:13,267 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8839 +[2025-03-25 00:24:13,321 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4729 +[2025-03-25 00:24:13,353 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4954 +[2025-03-25 00:24:13,405 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3733 +[2025-03-25 00:24:13,439 INFO hook.py line 748 3155176] Test: [34/78] Loss 0.9860 +[2025-03-25 00:24:13,475 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7124 +[2025-03-25 00:24:13,509 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0033 +[2025-03-25 00:24:13,542 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5950 +[2025-03-25 00:24:13,573 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3530 +[2025-03-25 00:24:13,630 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3299 +[2025-03-25 00:24:13,676 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9660 +[2025-03-25 00:24:13,718 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0916 +[2025-03-25 00:24:13,745 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1709 +[2025-03-25 00:24:13,778 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1192 +[2025-03-25 00:24:13,832 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6741 +[2025-03-25 00:24:13,860 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7068 +[2025-03-25 00:24:13,900 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.6916 +[2025-03-25 00:24:13,940 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.5560 +[2025-03-25 00:24:13,972 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4619 +[2025-03-25 00:24:14,006 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5822 +[2025-03-25 00:24:14,043 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0812 +[2025-03-25 00:24:14,073 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0369 +[2025-03-25 00:24:14,107 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8940 +[2025-03-25 00:24:14,145 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6671 +[2025-03-25 00:24:14,186 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9363 +[2025-03-25 00:24:14,221 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0390 +[2025-03-25 00:24:14,258 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3530 +[2025-03-25 00:24:14,287 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5707 +[2025-03-25 00:24:14,311 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5146 +[2025-03-25 00:24:14,346 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0243 +[2025-03-25 00:24:14,375 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3356 +[2025-03-25 00:24:14,397 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8068 +[2025-03-25 00:24:14,426 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7337 +[2025-03-25 00:24:14,459 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.1559 +[2025-03-25 00:24:14,511 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6481 +[2025-03-25 00:24:14,535 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5019 +[2025-03-25 00:24:14,571 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5821 +[2025-03-25 00:24:14,606 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7358 +[2025-03-25 00:24:14,634 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6789 +[2025-03-25 00:24:14,660 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4219 +[2025-03-25 00:24:14,710 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8839 +[2025-03-25 00:24:14,749 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9718 +[2025-03-25 00:24:14,797 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4143 +[2025-03-25 00:24:14,842 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0423 +[2025-03-25 00:24:14,878 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9306 +[2025-03-25 00:24:14,923 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7312 +[2025-03-25 00:24:14,947 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.9044 +[2025-03-25 00:24:15,000 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7547 +[2025-03-25 00:24:15,024 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6801 +[2025-03-25 00:24:16,139 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:24:16,139 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:24:16,139 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] wall : 0.8028 0.9433 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] floor : 0.9578 0.9852 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] cabinet : 0.5181 0.6312 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] bed : 0.6767 0.8021 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] chair : 0.8620 0.9218 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] sofa : 0.7296 0.8739 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] table : 0.6407 0.7367 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] door : 0.5643 0.7187 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] window : 0.4615 0.5851 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] bookshelf : 0.6893 0.8250 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] picture : 0.2957 0.3837 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] counter : 0.5701 0.7050 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] desk : 0.5368 0.8163 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] curtain : 0.6300 0.6888 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] refridgerator : 0.3912 0.4111 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] shower curtain : 0.5960 0.6698 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] toilet : 0.8782 0.9352 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] sink : 0.5411 0.6212 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] bathtub : 0.8734 0.9159 +[2025-03-25 00:24:16,140 INFO hook.py line 689 3155176] otherfurniture : 0.3299 0.3774 +[2025-03-25 00:24:16,140 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:24:16,141 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6273/0.7274/0.8615. +[2025-03-25 00:24:16,141 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:24:16,159 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:24:16,159 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:24:26,409 INFO misc.py line 135 3155176] Train result: loss: 0.2401 +[2025-03-25 00:24:26,501 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:24:36,880 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0704 +[2025-03-25 00:24:37,225 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8679 +[2025-03-25 00:24:37,260 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5376 +[2025-03-25 00:24:37,566 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8012 +[2025-03-25 00:24:37,595 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5610 +[2025-03-25 00:24:37,649 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2480 +[2025-03-25 00:24:37,696 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4093 +[2025-03-25 00:24:37,735 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2801 +[2025-03-25 00:24:37,779 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4612 +[2025-03-25 00:24:37,818 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7661 +[2025-03-25 00:24:37,864 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6737 +[2025-03-25 00:24:37,895 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9814 +[2025-03-25 00:24:37,940 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2735 +[2025-03-25 00:24:37,973 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.6614 +[2025-03-25 00:24:38,008 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9691 +[2025-03-25 00:24:38,048 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0726 +[2025-03-25 00:24:38,084 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3476 +[2025-03-25 00:24:38,112 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8244 +[2025-03-25 00:24:38,155 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0617 +[2025-03-25 00:24:38,185 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1218 +[2025-03-25 00:24:38,216 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2810 +[2025-03-25 00:24:38,252 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.5558 +[2025-03-25 00:24:38,279 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9842 +[2025-03-25 00:24:38,319 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9942 +[2025-03-25 00:24:38,360 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3399 +[2025-03-25 00:24:38,396 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0501 +[2025-03-25 00:24:38,443 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4155 +[2025-03-25 00:24:38,474 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7605 +[2025-03-25 00:24:38,499 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3029 +[2025-03-25 00:24:38,549 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0007 +[2025-03-25 00:24:38,603 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4007 +[2025-03-25 00:24:38,634 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5313 +[2025-03-25 00:24:38,682 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3476 +[2025-03-25 00:24:38,717 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0130 +[2025-03-25 00:24:38,754 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6560 +[2025-03-25 00:24:38,786 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0068 +[2025-03-25 00:24:38,819 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6074 +[2025-03-25 00:24:38,849 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3421 +[2025-03-25 00:24:38,906 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4169 +[2025-03-25 00:24:38,949 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8075 +[2025-03-25 00:24:38,989 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0314 +[2025-03-25 00:24:39,015 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1874 +[2025-03-25 00:24:39,047 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1077 +[2025-03-25 00:24:39,097 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5759 +[2025-03-25 00:24:39,126 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7306 +[2025-03-25 00:24:39,167 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7115 +[2025-03-25 00:24:39,205 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.2442 +[2025-03-25 00:24:39,238 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5117 +[2025-03-25 00:24:39,269 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.9319 +[2025-03-25 00:24:39,302 INFO hook.py line 748 3155176] Test: [50/78] Loss 1.0727 +[2025-03-25 00:24:39,340 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.7816 +[2025-03-25 00:24:39,372 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8797 +[2025-03-25 00:24:39,402 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6238 +[2025-03-25 00:24:39,438 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8369 +[2025-03-25 00:24:39,472 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0398 +[2025-03-25 00:24:39,508 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3360 +[2025-03-25 00:24:39,536 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5679 +[2025-03-25 00:24:39,559 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5673 +[2025-03-25 00:24:39,593 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0697 +[2025-03-25 00:24:39,623 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3897 +[2025-03-25 00:24:39,643 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8087 +[2025-03-25 00:24:39,673 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7696 +[2025-03-25 00:24:39,705 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2968 +[2025-03-25 00:24:39,757 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7240 +[2025-03-25 00:24:39,782 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5323 +[2025-03-25 00:24:39,818 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.7092 +[2025-03-25 00:24:39,852 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7441 +[2025-03-25 00:24:39,880 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7085 +[2025-03-25 00:24:39,906 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4422 +[2025-03-25 00:24:39,956 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8524 +[2025-03-25 00:24:39,994 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9936 +[2025-03-25 00:24:40,042 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3106 +[2025-03-25 00:24:40,088 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0588 +[2025-03-25 00:24:40,124 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8583 +[2025-03-25 00:24:40,169 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.6626 +[2025-03-25 00:24:40,194 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8598 +[2025-03-25 00:24:40,246 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6750 +[2025-03-25 00:24:40,270 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6486 +[2025-03-25 00:24:41,292 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:24:41,293 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:24:41,293 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] wall : 0.8032 0.9401 +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] floor : 0.9581 0.9855 +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] cabinet : 0.5211 0.6400 +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] bed : 0.6790 0.8039 +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] chair : 0.8613 0.9316 +[2025-03-25 00:24:41,293 INFO hook.py line 689 3155176] sofa : 0.7331 0.8476 +[2025-03-25 00:24:41,294 INFO hook.py line 689 3155176] table : 0.6449 0.7819 +[2025-03-25 00:24:41,294 INFO hook.py line 689 3155176] door : 0.5644 0.7202 +[2025-03-25 00:24:41,295 INFO hook.py line 689 3155176] window : 0.4656 0.5815 +[2025-03-25 00:24:41,295 INFO hook.py line 689 3155176] bookshelf : 0.6969 0.8229 +[2025-03-25 00:24:41,295 INFO hook.py line 689 3155176] picture : 0.2846 0.4115 +[2025-03-25 00:24:41,295 INFO hook.py line 689 3155176] counter : 0.5652 0.7098 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] desk : 0.5418 0.7454 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] curtain : 0.6230 0.6834 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] refridgerator : 0.4580 0.4953 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] shower curtain : 0.6064 0.6758 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] toilet : 0.8828 0.9485 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] sink : 0.5427 0.6417 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] bathtub : 0.8694 0.9170 +[2025-03-25 00:24:41,296 INFO hook.py line 689 3155176] otherfurniture : 0.3194 0.3667 +[2025-03-25 00:24:41,296 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:24:41,296 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6310/0.7325/0.8619. +[2025-03-25 00:24:41,297 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:24:41,315 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:24:41,316 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:24:52,057 INFO misc.py line 135 3155176] Train result: loss: 0.2306 +[2025-03-25 00:24:52,153 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:25:02,395 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0724 +[2025-03-25 00:25:02,439 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8530 +[2025-03-25 00:25:02,681 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5113 +[2025-03-25 00:25:02,731 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7653 +[2025-03-25 00:25:03,514 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7351 +[2025-03-25 00:25:03,581 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2613 +[2025-03-25 00:25:03,632 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4011 +[2025-03-25 00:25:03,656 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2835 +[2025-03-25 00:25:03,715 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.5084 +[2025-03-25 00:25:03,743 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.9781 +[2025-03-25 00:25:03,785 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6563 +[2025-03-25 00:25:03,814 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0539 +[2025-03-25 00:25:03,859 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.3688 +[2025-03-25 00:25:03,898 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7710 +[2025-03-25 00:25:03,931 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9924 +[2025-03-25 00:25:03,971 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0659 +[2025-03-25 00:25:04,006 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3586 +[2025-03-25 00:25:04,037 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8745 +[2025-03-25 00:25:04,077 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1509 +[2025-03-25 00:25:04,106 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0781 +[2025-03-25 00:25:04,138 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2927 +[2025-03-25 00:25:04,174 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7751 +[2025-03-25 00:25:04,200 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0455 +[2025-03-25 00:25:04,240 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9968 +[2025-03-25 00:25:04,282 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.4011 +[2025-03-25 00:25:04,329 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0608 +[2025-03-25 00:25:04,377 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4431 +[2025-03-25 00:25:04,408 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7393 +[2025-03-25 00:25:04,432 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3517 +[2025-03-25 00:25:04,484 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.1069 +[2025-03-25 00:25:04,541 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4235 +[2025-03-25 00:25:04,573 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5681 +[2025-03-25 00:25:04,624 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3400 +[2025-03-25 00:25:04,662 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0485 +[2025-03-25 00:25:04,698 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6713 +[2025-03-25 00:25:04,731 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9290 +[2025-03-25 00:25:04,767 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6126 +[2025-03-25 00:25:04,796 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3880 +[2025-03-25 00:25:04,854 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6014 +[2025-03-25 00:25:04,896 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9446 +[2025-03-25 00:25:04,939 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0751 +[2025-03-25 00:25:04,968 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1986 +[2025-03-25 00:25:04,998 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1116 +[2025-03-25 00:25:05,050 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6340 +[2025-03-25 00:25:05,080 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7081 +[2025-03-25 00:25:05,123 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7340 +[2025-03-25 00:25:05,161 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.4134 +[2025-03-25 00:25:05,192 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4728 +[2025-03-25 00:25:05,222 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6702 +[2025-03-25 00:25:05,263 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8205 +[2025-03-25 00:25:05,297 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.0522 +[2025-03-25 00:25:05,332 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8469 +[2025-03-25 00:25:05,360 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6027 +[2025-03-25 00:25:05,399 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9452 +[2025-03-25 00:25:05,432 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0372 +[2025-03-25 00:25:05,469 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3416 +[2025-03-25 00:25:05,497 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.6288 +[2025-03-25 00:25:05,519 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5848 +[2025-03-25 00:25:05,554 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0337 +[2025-03-25 00:25:05,582 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3769 +[2025-03-25 00:25:05,603 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9616 +[2025-03-25 00:25:05,633 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7633 +[2025-03-25 00:25:05,666 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3617 +[2025-03-25 00:25:05,718 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6235 +[2025-03-25 00:25:05,742 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.7315 +[2025-03-25 00:25:05,777 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5594 +[2025-03-25 00:25:05,812 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7440 +[2025-03-25 00:25:05,840 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7092 +[2025-03-25 00:25:05,866 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4407 +[2025-03-25 00:25:05,916 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8551 +[2025-03-25 00:25:05,955 INFO hook.py line 748 3155176] Test: [71/78] Loss 0.9816 +[2025-03-25 00:25:06,003 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4132 +[2025-03-25 00:25:06,047 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0527 +[2025-03-25 00:25:06,083 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9190 +[2025-03-25 00:25:06,128 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7252 +[2025-03-25 00:25:06,152 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7299 +[2025-03-25 00:25:06,204 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.8068 +[2025-03-25 00:25:06,227 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7400 +[2025-03-25 00:25:07,269 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:25:07,269 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:25:07,269 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:25:07,269 INFO hook.py line 689 3155176] wall : 0.8038 0.9362 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] floor : 0.9573 0.9853 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] cabinet : 0.5180 0.6377 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] bed : 0.6881 0.8099 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] chair : 0.8551 0.9273 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] sofa : 0.7312 0.8670 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] table : 0.6396 0.7469 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] door : 0.5615 0.7114 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] window : 0.4646 0.6307 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] bookshelf : 0.7059 0.8222 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] picture : 0.2859 0.3967 +[2025-03-25 00:25:07,270 INFO hook.py line 689 3155176] counter : 0.5699 0.7046 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] desk : 0.5314 0.7930 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] curtain : 0.5998 0.6495 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] refridgerator : 0.4540 0.5009 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] shower curtain : 0.6123 0.6742 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] toilet : 0.8562 0.9459 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] sink : 0.5258 0.5936 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] bathtub : 0.8713 0.9209 +[2025-03-25 00:25:07,271 INFO hook.py line 689 3155176] otherfurniture : 0.3108 0.3572 +[2025-03-25 00:25:07,271 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:25:07,271 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6271/0.7306/0.8603. +[2025-03-25 00:25:07,272 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:25:07,288 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:25:07,288 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:25:17,782 INFO misc.py line 135 3155176] Train result: loss: 0.2481 +[2025-03-25 00:25:17,882 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:25:28,750 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0722 +[2025-03-25 00:25:28,810 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8777 +[2025-03-25 00:25:28,854 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4731 +[2025-03-25 00:25:28,898 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8133 +[2025-03-25 00:25:28,931 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7880 +[2025-03-25 00:25:28,981 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3983 +[2025-03-25 00:25:29,028 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3900 +[2025-03-25 00:25:29,055 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2763 +[2025-03-25 00:25:29,175 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4238 +[2025-03-25 00:25:29,207 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6983 +[2025-03-25 00:25:29,251 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6707 +[2025-03-25 00:25:29,287 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9220 +[2025-03-25 00:25:29,335 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2276 +[2025-03-25 00:25:29,369 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.9004 +[2025-03-25 00:25:29,403 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0453 +[2025-03-25 00:25:29,443 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0700 +[2025-03-25 00:25:29,484 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3785 +[2025-03-25 00:25:29,516 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0830 +[2025-03-25 00:25:29,555 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.0779 +[2025-03-25 00:25:29,586 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9876 +[2025-03-25 00:25:29,622 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2615 +[2025-03-25 00:25:29,659 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4788 +[2025-03-25 00:25:29,686 INFO hook.py line 748 3155176] Test: [23/78] Loss 1.0334 +[2025-03-25 00:25:29,727 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0406 +[2025-03-25 00:25:29,770 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3382 +[2025-03-25 00:25:29,805 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0788 +[2025-03-25 00:25:29,853 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5656 +[2025-03-25 00:25:29,886 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8575 +[2025-03-25 00:25:29,911 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2952 +[2025-03-25 00:25:29,961 INFO hook.py line 748 3155176] Test: [30/78] Loss 1.0519 +[2025-03-25 00:25:30,015 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5285 +[2025-03-25 00:25:30,047 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4853 +[2025-03-25 00:25:30,096 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3352 +[2025-03-25 00:25:30,133 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0158 +[2025-03-25 00:25:30,169 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7873 +[2025-03-25 00:25:30,212 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9555 +[2025-03-25 00:25:30,244 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6519 +[2025-03-25 00:25:30,275 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3673 +[2025-03-25 00:25:30,333 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.3988 +[2025-03-25 00:25:30,377 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9006 +[2025-03-25 00:25:30,418 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0933 +[2025-03-25 00:25:30,444 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1665 +[2025-03-25 00:25:30,476 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1049 +[2025-03-25 00:25:30,527 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6714 +[2025-03-25 00:25:30,564 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7195 +[2025-03-25 00:25:30,608 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7504 +[2025-03-25 00:25:30,645 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.3248 +[2025-03-25 00:25:30,681 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4534 +[2025-03-25 00:25:30,722 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7103 +[2025-03-25 00:25:30,758 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7002 +[2025-03-25 00:25:30,789 INFO hook.py line 748 3155176] Test: [51/78] Loss 2.1425 +[2025-03-25 00:25:30,823 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8960 +[2025-03-25 00:25:30,862 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7586 +[2025-03-25 00:25:30,901 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9622 +[2025-03-25 00:25:30,934 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0372 +[2025-03-25 00:25:30,970 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3585 +[2025-03-25 00:25:30,998 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5482 +[2025-03-25 00:25:31,020 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6059 +[2025-03-25 00:25:31,055 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0549 +[2025-03-25 00:25:31,084 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4463 +[2025-03-25 00:25:31,105 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8724 +[2025-03-25 00:25:31,134 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.8167 +[2025-03-25 00:25:31,166 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2997 +[2025-03-25 00:25:31,218 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6083 +[2025-03-25 00:25:31,242 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4314 +[2025-03-25 00:25:31,279 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5450 +[2025-03-25 00:25:31,313 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8103 +[2025-03-25 00:25:31,342 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.7095 +[2025-03-25 00:25:31,367 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4342 +[2025-03-25 00:25:31,417 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8416 +[2025-03-25 00:25:31,456 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0720 +[2025-03-25 00:25:31,504 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3703 +[2025-03-25 00:25:31,548 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0026 +[2025-03-25 00:25:31,585 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9372 +[2025-03-25 00:25:31,629 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7326 +[2025-03-25 00:25:31,654 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8568 +[2025-03-25 00:25:31,707 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7387 +[2025-03-25 00:25:31,731 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.7129 +[2025-03-25 00:25:32,692 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:25:32,693 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:25:32,693 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:25:32,693 INFO hook.py line 689 3155176] wall : 0.8021 0.9423 +[2025-03-25 00:25:32,693 INFO hook.py line 689 3155176] floor : 0.9571 0.9867 +[2025-03-25 00:25:32,693 INFO hook.py line 689 3155176] cabinet : 0.5126 0.6624 +[2025-03-25 00:25:32,693 INFO hook.py line 689 3155176] bed : 0.6991 0.8131 +[2025-03-25 00:25:32,693 INFO hook.py line 689 3155176] chair : 0.8628 0.9359 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] sofa : 0.7517 0.8361 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] table : 0.6377 0.7382 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] door : 0.5666 0.7150 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] window : 0.4708 0.5766 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] bookshelf : 0.6784 0.8232 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] picture : 0.2740 0.3644 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] counter : 0.5519 0.6973 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] desk : 0.5288 0.8136 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] curtain : 0.5700 0.6076 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] refridgerator : 0.4622 0.5012 +[2025-03-25 00:25:32,694 INFO hook.py line 689 3155176] shower curtain : 0.6088 0.6891 +[2025-03-25 00:25:32,695 INFO hook.py line 689 3155176] toilet : 0.8496 0.9540 +[2025-03-25 00:25:32,695 INFO hook.py line 689 3155176] sink : 0.5454 0.6405 +[2025-03-25 00:25:32,695 INFO hook.py line 689 3155176] bathtub : 0.8760 0.9268 +[2025-03-25 00:25:32,695 INFO hook.py line 689 3155176] otherfurniture : 0.2996 0.3373 +[2025-03-25 00:25:32,695 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:25:32,695 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6253/0.7281/0.8604. +[2025-03-25 00:25:32,696 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:25:32,713 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6317 +[2025-03-25 00:25:32,713 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:25:43,149 INFO misc.py line 135 3155176] Train result: loss: 0.2611 +[2025-03-25 00:25:43,251 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:25:54,332 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0712 +[2025-03-25 00:25:54,373 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8641 +[2025-03-25 00:25:54,410 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4403 +[2025-03-25 00:25:54,454 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7823 +[2025-03-25 00:25:54,485 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6806 +[2025-03-25 00:25:54,539 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.4742 +[2025-03-25 00:25:54,600 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4084 +[2025-03-25 00:25:54,625 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2739 +[2025-03-25 00:25:54,675 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3394 +[2025-03-25 00:25:54,710 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6763 +[2025-03-25 00:25:54,754 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6350 +[2025-03-25 00:25:54,783 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0371 +[2025-03-25 00:25:54,828 INFO hook.py line 748 3155176] Test: [13/78] Loss 2.9924 +[2025-03-25 00:25:54,861 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.9473 +[2025-03-25 00:25:54,896 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0663 +[2025-03-25 00:25:54,936 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0648 +[2025-03-25 00:25:54,971 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.2791 +[2025-03-25 00:25:55,000 INFO hook.py line 748 3155176] Test: [18/78] Loss 1.0905 +[2025-03-25 00:25:55,041 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1933 +[2025-03-25 00:25:55,072 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9721 +[2025-03-25 00:25:55,111 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2702 +[2025-03-25 00:25:55,147 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.4423 +[2025-03-25 00:25:55,175 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9415 +[2025-03-25 00:25:55,216 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0767 +[2025-03-25 00:25:55,254 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2345 +[2025-03-25 00:25:55,292 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0896 +[2025-03-25 00:25:55,339 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4073 +[2025-03-25 00:25:55,373 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8992 +[2025-03-25 00:25:55,400 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.2866 +[2025-03-25 00:25:55,451 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9640 +[2025-03-25 00:25:55,506 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4783 +[2025-03-25 00:25:55,537 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4918 +[2025-03-25 00:25:55,588 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3213 +[2025-03-25 00:25:55,622 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0273 +[2025-03-25 00:25:55,659 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6317 +[2025-03-25 00:25:55,692 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0101 +[2025-03-25 00:25:55,726 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6019 +[2025-03-25 00:25:55,761 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3817 +[2025-03-25 00:25:55,819 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4117 +[2025-03-25 00:25:55,860 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.8838 +[2025-03-25 00:25:55,900 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0184 +[2025-03-25 00:25:55,933 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1708 +[2025-03-25 00:25:55,966 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1122 +[2025-03-25 00:25:56,017 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6436 +[2025-03-25 00:25:56,056 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7148 +[2025-03-25 00:25:56,101 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7323 +[2025-03-25 00:25:56,138 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.0066 +[2025-03-25 00:25:56,169 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4792 +[2025-03-25 00:25:56,199 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5853 +[2025-03-25 00:25:56,238 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7335 +[2025-03-25 00:25:56,273 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9713 +[2025-03-25 00:25:56,307 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.7947 +[2025-03-25 00:25:56,337 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6076 +[2025-03-25 00:25:56,370 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9509 +[2025-03-25 00:25:56,404 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0352 +[2025-03-25 00:25:56,440 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3627 +[2025-03-25 00:25:56,469 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5458 +[2025-03-25 00:25:56,492 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5425 +[2025-03-25 00:25:56,527 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0162 +[2025-03-25 00:25:56,556 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3898 +[2025-03-25 00:25:56,576 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9310 +[2025-03-25 00:25:56,606 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7512 +[2025-03-25 00:25:56,638 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2514 +[2025-03-25 00:25:56,690 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5722 +[2025-03-25 00:25:56,714 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5034 +[2025-03-25 00:25:56,750 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5616 +[2025-03-25 00:25:56,784 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.8000 +[2025-03-25 00:25:56,813 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6034 +[2025-03-25 00:25:56,838 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4570 +[2025-03-25 00:25:56,888 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8188 +[2025-03-25 00:25:56,926 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0532 +[2025-03-25 00:25:56,974 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3666 +[2025-03-25 00:25:57,019 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0132 +[2025-03-25 00:25:57,055 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8851 +[2025-03-25 00:25:57,099 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7375 +[2025-03-25 00:25:57,124 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8173 +[2025-03-25 00:25:57,176 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6876 +[2025-03-25 00:25:57,200 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6315 +[2025-03-25 00:25:58,140 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:25:58,140 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:25:58,140 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] wall : 0.8068 0.9338 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] floor : 0.9576 0.9858 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] cabinet : 0.5162 0.6383 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] bed : 0.7047 0.8077 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] chair : 0.8610 0.9362 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] sofa : 0.7478 0.8512 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] table : 0.6458 0.7534 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] door : 0.5638 0.7204 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] window : 0.4874 0.6366 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] bookshelf : 0.6836 0.8324 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] picture : 0.2913 0.4191 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] counter : 0.5605 0.6993 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] desk : 0.5496 0.8079 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] curtain : 0.6005 0.6502 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] refridgerator : 0.4734 0.5252 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] shower curtain : 0.6146 0.6894 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] toilet : 0.8420 0.9578 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] sink : 0.5474 0.6428 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] bathtub : 0.8781 0.9223 +[2025-03-25 00:25:58,141 INFO hook.py line 689 3155176] otherfurniture : 0.3277 0.3802 +[2025-03-25 00:25:58,141 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:25:58,142 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6330/0.7395/0.8629. +[2025-03-25 00:25:58,142 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:25:58,155 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6330 +[2025-03-25 00:25:58,156 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6330 +[2025-03-25 00:25:58,156 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:26:09,217 INFO misc.py line 135 3155176] Train result: loss: 0.2303 +[2025-03-25 00:26:09,323 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:26:20,218 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0695 +[2025-03-25 00:26:20,260 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.9214 +[2025-03-25 00:26:20,293 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4554 +[2025-03-25 00:26:20,339 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7889 +[2025-03-25 00:26:20,371 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.7227 +[2025-03-25 00:26:20,418 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3102 +[2025-03-25 00:26:20,474 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4269 +[2025-03-25 00:26:20,499 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2997 +[2025-03-25 00:26:20,541 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4376 +[2025-03-25 00:26:20,580 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8452 +[2025-03-25 00:26:20,621 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6559 +[2025-03-25 00:26:20,654 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9318 +[2025-03-25 00:26:20,699 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2009 +[2025-03-25 00:26:20,733 INFO hook.py line 748 3155176] Test: [14/78] Loss 3.0144 +[2025-03-25 00:26:20,771 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.1022 +[2025-03-25 00:26:20,811 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0662 +[2025-03-25 00:26:20,849 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3110 +[2025-03-25 00:26:20,881 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8930 +[2025-03-25 00:26:20,921 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2187 +[2025-03-25 00:26:20,951 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0120 +[2025-03-25 00:26:20,982 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2721 +[2025-03-25 00:26:21,024 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6020 +[2025-03-25 00:26:21,056 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9402 +[2025-03-25 00:26:21,102 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0001 +[2025-03-25 00:26:21,139 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.3146 +[2025-03-25 00:26:21,179 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0414 +[2025-03-25 00:26:21,226 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3938 +[2025-03-25 00:26:21,256 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8724 +[2025-03-25 00:26:21,281 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3150 +[2025-03-25 00:26:21,330 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9039 +[2025-03-25 00:26:21,384 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4457 +[2025-03-25 00:26:21,415 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4989 +[2025-03-25 00:26:21,463 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3475 +[2025-03-25 00:26:21,501 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0367 +[2025-03-25 00:26:21,535 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6843 +[2025-03-25 00:26:21,567 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.8879 +[2025-03-25 00:26:21,607 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5772 +[2025-03-25 00:26:21,636 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3154 +[2025-03-25 00:26:21,694 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5648 +[2025-03-25 00:26:21,738 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0360 +[2025-03-25 00:26:21,777 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9891 +[2025-03-25 00:26:21,804 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1838 +[2025-03-25 00:26:21,835 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1065 +[2025-03-25 00:26:21,889 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6197 +[2025-03-25 00:26:21,919 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7167 +[2025-03-25 00:26:21,971 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7376 +[2025-03-25 00:26:22,015 INFO hook.py line 748 3155176] Test: [47/78] Loss 2.1489 +[2025-03-25 00:26:22,047 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4926 +[2025-03-25 00:26:22,078 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7217 +[2025-03-25 00:26:22,110 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8855 +[2025-03-25 00:26:22,138 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9819 +[2025-03-25 00:26:22,171 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8121 +[2025-03-25 00:26:22,201 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6433 +[2025-03-25 00:26:22,240 INFO hook.py line 748 3155176] Test: [54/78] Loss 2.0053 +[2025-03-25 00:26:22,273 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0355 +[2025-03-25 00:26:22,310 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3404 +[2025-03-25 00:26:22,340 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5619 +[2025-03-25 00:26:22,363 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5737 +[2025-03-25 00:26:22,397 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0102 +[2025-03-25 00:26:22,427 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3884 +[2025-03-25 00:26:22,447 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9524 +[2025-03-25 00:26:22,478 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7072 +[2025-03-25 00:26:22,509 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3060 +[2025-03-25 00:26:22,562 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7148 +[2025-03-25 00:26:22,586 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5302 +[2025-03-25 00:26:22,622 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5999 +[2025-03-25 00:26:22,656 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7696 +[2025-03-25 00:26:22,685 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6450 +[2025-03-25 00:26:22,710 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4601 +[2025-03-25 00:26:22,761 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8143 +[2025-03-25 00:26:22,799 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0433 +[2025-03-25 00:26:22,847 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3709 +[2025-03-25 00:26:22,893 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9387 +[2025-03-25 00:26:22,929 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9599 +[2025-03-25 00:26:22,974 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7403 +[2025-03-25 00:26:22,998 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8146 +[2025-03-25 00:26:23,050 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6118 +[2025-03-25 00:26:23,074 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6569 +[2025-03-25 00:26:24,030 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:26:24,030 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:26:24,031 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] wall : 0.8039 0.9409 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] floor : 0.9569 0.9860 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] cabinet : 0.5131 0.6299 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] bed : 0.7033 0.8111 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] chair : 0.8561 0.9343 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] sofa : 0.7410 0.8583 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] table : 0.6361 0.7496 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] door : 0.5687 0.6993 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] window : 0.4807 0.6204 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] bookshelf : 0.6906 0.8137 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] picture : 0.2737 0.3930 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] counter : 0.5707 0.7069 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] desk : 0.5481 0.7976 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] curtain : 0.6022 0.6547 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] refridgerator : 0.4731 0.5246 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] shower curtain : 0.6249 0.6986 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] toilet : 0.8512 0.9574 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] sink : 0.5420 0.6290 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] bathtub : 0.8717 0.9194 +[2025-03-25 00:26:24,031 INFO hook.py line 689 3155176] otherfurniture : 0.3168 0.3657 +[2025-03-25 00:26:24,031 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:26:24,031 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6312/0.7345/0.8619. +[2025-03-25 00:26:24,032 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:26:24,045 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6330 +[2025-03-25 00:26:24,045 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:26:34,352 INFO misc.py line 135 3155176] Train result: loss: 0.2385 +[2025-03-25 00:26:34,458 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:26:44,667 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0710 +[2025-03-25 00:26:44,764 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8904 +[2025-03-25 00:26:44,914 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5075 +[2025-03-25 00:26:45,190 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7912 +[2025-03-25 00:26:45,228 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6344 +[2025-03-25 00:26:45,664 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3441 +[2025-03-25 00:26:45,712 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4125 +[2025-03-25 00:26:45,735 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2643 +[2025-03-25 00:26:45,780 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3404 +[2025-03-25 00:26:45,817 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8114 +[2025-03-25 00:26:45,863 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6537 +[2025-03-25 00:26:45,892 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8725 +[2025-03-25 00:26:45,936 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.2041 +[2025-03-25 00:26:45,969 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8665 +[2025-03-25 00:26:46,004 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9067 +[2025-03-25 00:26:46,043 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0667 +[2025-03-25 00:26:46,078 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3429 +[2025-03-25 00:26:46,117 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8560 +[2025-03-25 00:26:46,157 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2104 +[2025-03-25 00:26:46,187 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0325 +[2025-03-25 00:26:46,220 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2650 +[2025-03-25 00:26:46,256 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8617 +[2025-03-25 00:26:46,284 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9043 +[2025-03-25 00:26:46,324 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0324 +[2025-03-25 00:26:46,365 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1419 +[2025-03-25 00:26:46,399 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0918 +[2025-03-25 00:26:46,446 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4587 +[2025-03-25 00:26:46,479 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7552 +[2025-03-25 00:26:46,504 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3258 +[2025-03-25 00:26:46,554 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9072 +[2025-03-25 00:26:46,611 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4174 +[2025-03-25 00:26:46,643 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4777 +[2025-03-25 00:26:46,693 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3352 +[2025-03-25 00:26:46,738 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0416 +[2025-03-25 00:26:46,770 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6837 +[2025-03-25 00:26:46,802 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9452 +[2025-03-25 00:26:46,836 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5847 +[2025-03-25 00:26:46,868 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3106 +[2025-03-25 00:26:46,926 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5673 +[2025-03-25 00:26:46,972 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0032 +[2025-03-25 00:26:47,011 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9905 +[2025-03-25 00:26:47,037 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1644 +[2025-03-25 00:26:47,068 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1107 +[2025-03-25 00:26:47,124 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.4962 +[2025-03-25 00:26:47,153 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7044 +[2025-03-25 00:26:47,201 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7464 +[2025-03-25 00:26:47,238 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9843 +[2025-03-25 00:26:47,270 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4642 +[2025-03-25 00:26:47,303 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6658 +[2025-03-25 00:26:47,336 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9197 +[2025-03-25 00:26:47,365 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8061 +[2025-03-25 00:26:47,399 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8776 +[2025-03-25 00:26:47,425 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7097 +[2025-03-25 00:26:47,460 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9055 +[2025-03-25 00:26:47,494 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0366 +[2025-03-25 00:26:47,530 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3606 +[2025-03-25 00:26:47,559 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5692 +[2025-03-25 00:26:47,581 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5433 +[2025-03-25 00:26:47,616 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0841 +[2025-03-25 00:26:47,645 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3784 +[2025-03-25 00:26:47,665 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8411 +[2025-03-25 00:26:47,695 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7592 +[2025-03-25 00:26:47,727 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3458 +[2025-03-25 00:26:47,779 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7487 +[2025-03-25 00:26:47,802 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5308 +[2025-03-25 00:26:47,839 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5437 +[2025-03-25 00:26:47,873 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7038 +[2025-03-25 00:26:47,902 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6347 +[2025-03-25 00:26:47,927 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4657 +[2025-03-25 00:26:47,977 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8299 +[2025-03-25 00:26:48,015 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0698 +[2025-03-25 00:26:48,063 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3909 +[2025-03-25 00:26:48,108 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0043 +[2025-03-25 00:26:48,145 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8870 +[2025-03-25 00:26:48,189 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7264 +[2025-03-25 00:26:48,213 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7198 +[2025-03-25 00:26:48,266 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6471 +[2025-03-25 00:26:48,289 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5828 +[2025-03-25 00:26:49,307 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:26:49,308 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:26:49,308 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:26:49,308 INFO hook.py line 689 3155176] wall : 0.8088 0.9373 +[2025-03-25 00:26:49,308 INFO hook.py line 689 3155176] floor : 0.9571 0.9861 +[2025-03-25 00:26:49,308 INFO hook.py line 689 3155176] cabinet : 0.5107 0.6267 +[2025-03-25 00:26:49,308 INFO hook.py line 689 3155176] bed : 0.7063 0.8107 +[2025-03-25 00:26:49,308 INFO hook.py line 689 3155176] chair : 0.8529 0.9255 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] sofa : 0.7309 0.8732 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] table : 0.6471 0.7692 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] door : 0.5575 0.7098 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] window : 0.4802 0.6234 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] bookshelf : 0.6781 0.8366 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] picture : 0.2804 0.3950 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] counter : 0.5735 0.7208 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] desk : 0.5485 0.7670 +[2025-03-25 00:26:49,309 INFO hook.py line 689 3155176] curtain : 0.6167 0.6766 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] refridgerator : 0.4597 0.4976 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] shower curtain : 0.6301 0.6878 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] toilet : 0.8679 0.9597 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] sink : 0.5434 0.6255 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] bathtub : 0.8803 0.9186 +[2025-03-25 00:26:49,310 INFO hook.py line 689 3155176] otherfurniture : 0.3234 0.3738 +[2025-03-25 00:26:49,310 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:26:49,310 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6327/0.7361/0.8623. +[2025-03-25 00:26:49,311 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:26:49,326 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6330 +[2025-03-25 00:26:49,326 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:26:59,977 INFO misc.py line 135 3155176] Train result: loss: 0.2453 +[2025-03-25 00:27:00,074 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:27:10,503 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0727 +[2025-03-25 00:27:10,748 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7693 +[2025-03-25 00:27:10,790 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4628 +[2025-03-25 00:27:10,847 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7452 +[2025-03-25 00:27:10,879 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5976 +[2025-03-25 00:27:10,929 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2248 +[2025-03-25 00:27:10,982 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4004 +[2025-03-25 00:27:11,122 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2726 +[2025-03-25 00:27:11,161 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3682 +[2025-03-25 00:27:11,394 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6757 +[2025-03-25 00:27:11,435 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6541 +[2025-03-25 00:27:11,465 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.8965 +[2025-03-25 00:27:11,510 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0193 +[2025-03-25 00:27:11,543 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7397 +[2025-03-25 00:27:11,577 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9516 +[2025-03-25 00:27:11,617 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0643 +[2025-03-25 00:27:11,655 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3565 +[2025-03-25 00:27:11,684 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9114 +[2025-03-25 00:27:11,725 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1949 +[2025-03-25 00:27:11,756 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0812 +[2025-03-25 00:27:11,789 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2846 +[2025-03-25 00:27:11,825 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.8717 +[2025-03-25 00:27:11,850 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7348 +[2025-03-25 00:27:11,891 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0272 +[2025-03-25 00:27:11,930 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1142 +[2025-03-25 00:27:11,965 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0947 +[2025-03-25 00:27:12,012 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.3901 +[2025-03-25 00:27:12,047 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.8199 +[2025-03-25 00:27:12,076 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3657 +[2025-03-25 00:27:12,126 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.9630 +[2025-03-25 00:27:12,183 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4629 +[2025-03-25 00:27:12,214 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4718 +[2025-03-25 00:27:12,265 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3201 +[2025-03-25 00:27:12,302 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0525 +[2025-03-25 00:27:12,339 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6807 +[2025-03-25 00:27:12,373 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9522 +[2025-03-25 00:27:12,409 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5901 +[2025-03-25 00:27:12,438 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3350 +[2025-03-25 00:27:12,495 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5960 +[2025-03-25 00:27:12,538 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9975 +[2025-03-25 00:27:12,577 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9944 +[2025-03-25 00:27:12,606 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1624 +[2025-03-25 00:27:12,643 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1119 +[2025-03-25 00:27:12,695 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.6131 +[2025-03-25 00:27:12,726 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7269 +[2025-03-25 00:27:12,770 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7647 +[2025-03-25 00:27:12,807 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8477 +[2025-03-25 00:27:12,838 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4561 +[2025-03-25 00:27:12,871 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5290 +[2025-03-25 00:27:12,904 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7611 +[2025-03-25 00:27:12,932 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8743 +[2025-03-25 00:27:12,971 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8148 +[2025-03-25 00:27:12,999 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6674 +[2025-03-25 00:27:13,038 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8574 +[2025-03-25 00:27:13,072 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0377 +[2025-03-25 00:27:13,109 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3446 +[2025-03-25 00:27:13,137 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5352 +[2025-03-25 00:27:13,159 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5430 +[2025-03-25 00:27:13,194 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0681 +[2025-03-25 00:27:13,223 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4110 +[2025-03-25 00:27:13,245 INFO hook.py line 748 3155176] Test: [61/78] Loss 1.0017 +[2025-03-25 00:27:13,274 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.6947 +[2025-03-25 00:27:13,307 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3159 +[2025-03-25 00:27:13,359 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.7395 +[2025-03-25 00:27:13,382 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5124 +[2025-03-25 00:27:13,418 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5715 +[2025-03-25 00:27:13,454 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7106 +[2025-03-25 00:27:13,482 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6421 +[2025-03-25 00:27:13,508 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4530 +[2025-03-25 00:27:13,557 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8136 +[2025-03-25 00:27:13,596 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0437 +[2025-03-25 00:27:13,644 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4623 +[2025-03-25 00:27:13,689 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0699 +[2025-03-25 00:27:13,725 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8848 +[2025-03-25 00:27:13,770 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7428 +[2025-03-25 00:27:13,794 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.6836 +[2025-03-25 00:27:13,847 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7034 +[2025-03-25 00:27:13,871 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6382 +[2025-03-25 00:27:14,913 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:27:14,913 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:27:14,913 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:27:14,913 INFO hook.py line 689 3155176] wall : 0.8102 0.9332 +[2025-03-25 00:27:14,913 INFO hook.py line 689 3155176] floor : 0.9574 0.9858 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] cabinet : 0.5115 0.6307 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] bed : 0.7021 0.8039 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] chair : 0.8555 0.9279 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] sofa : 0.7372 0.8638 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] table : 0.6427 0.7503 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] door : 0.5647 0.7226 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] window : 0.4810 0.6309 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] bookshelf : 0.6806 0.8354 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] picture : 0.2855 0.3989 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] counter : 0.5698 0.7173 +[2025-03-25 00:27:14,914 INFO hook.py line 689 3155176] desk : 0.5413 0.8054 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] curtain : 0.6315 0.7077 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] refridgerator : 0.4672 0.5026 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] shower curtain : 0.6363 0.7010 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] toilet : 0.8662 0.9550 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] sink : 0.5487 0.6401 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] bathtub : 0.8790 0.9236 +[2025-03-25 00:27:14,915 INFO hook.py line 689 3155176] otherfurniture : 0.3285 0.3840 +[2025-03-25 00:27:14,915 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:27:14,915 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6349/0.7410/0.8628. +[2025-03-25 00:27:14,916 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:27:14,935 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6349 +[2025-03-25 00:27:14,935 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6349 +[2025-03-25 00:27:14,935 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:27:25,805 INFO misc.py line 135 3155176] Train result: loss: 0.2521 +[2025-03-25 00:27:25,912 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:27:36,487 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0731 +[2025-03-25 00:27:36,528 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7991 +[2025-03-25 00:27:36,825 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4792 +[2025-03-25 00:27:36,869 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7873 +[2025-03-25 00:27:36,899 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5332 +[2025-03-25 00:27:36,948 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3116 +[2025-03-25 00:27:36,996 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4098 +[2025-03-25 00:27:37,031 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2613 +[2025-03-25 00:27:37,071 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3981 +[2025-03-25 00:27:37,100 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7069 +[2025-03-25 00:27:37,141 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6403 +[2025-03-25 00:27:37,170 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9223 +[2025-03-25 00:27:37,215 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0020 +[2025-03-25 00:27:37,248 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.7754 +[2025-03-25 00:27:37,282 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9918 +[2025-03-25 00:27:37,322 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0640 +[2025-03-25 00:27:37,359 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3148 +[2025-03-25 00:27:37,388 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8959 +[2025-03-25 00:27:37,438 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1982 +[2025-03-25 00:27:37,476 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1286 +[2025-03-25 00:27:37,508 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2726 +[2025-03-25 00:27:37,545 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7305 +[2025-03-25 00:27:37,573 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8141 +[2025-03-25 00:27:37,614 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0225 +[2025-03-25 00:27:37,651 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1004 +[2025-03-25 00:27:37,686 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1181 +[2025-03-25 00:27:37,734 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4431 +[2025-03-25 00:27:37,764 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.7696 +[2025-03-25 00:27:37,789 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3210 +[2025-03-25 00:27:37,842 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8658 +[2025-03-25 00:27:37,898 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4482 +[2025-03-25 00:27:37,930 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4686 +[2025-03-25 00:27:37,978 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3375 +[2025-03-25 00:27:38,023 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0704 +[2025-03-25 00:27:38,060 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6910 +[2025-03-25 00:27:38,091 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0269 +[2025-03-25 00:27:38,128 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.5802 +[2025-03-25 00:27:38,155 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3644 +[2025-03-25 00:27:38,212 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5929 +[2025-03-25 00:27:38,254 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9838 +[2025-03-25 00:27:38,292 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0357 +[2025-03-25 00:27:38,316 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1679 +[2025-03-25 00:27:38,348 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1083 +[2025-03-25 00:27:38,404 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5289 +[2025-03-25 00:27:38,435 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7376 +[2025-03-25 00:27:38,488 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7597 +[2025-03-25 00:27:38,525 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9733 +[2025-03-25 00:27:38,563 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4823 +[2025-03-25 00:27:38,598 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6448 +[2025-03-25 00:27:38,631 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7913 +[2025-03-25 00:27:38,663 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8141 +[2025-03-25 00:27:38,698 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8682 +[2025-03-25 00:27:38,725 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6618 +[2025-03-25 00:27:38,760 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8457 +[2025-03-25 00:27:38,794 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0360 +[2025-03-25 00:27:38,830 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3511 +[2025-03-25 00:27:38,858 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5428 +[2025-03-25 00:27:38,881 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5402 +[2025-03-25 00:27:38,916 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0640 +[2025-03-25 00:27:38,944 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4294 +[2025-03-25 00:27:38,965 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8880 +[2025-03-25 00:27:38,995 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7133 +[2025-03-25 00:27:39,028 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3376 +[2025-03-25 00:27:39,081 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6655 +[2025-03-25 00:27:39,105 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5721 +[2025-03-25 00:27:39,141 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5559 +[2025-03-25 00:27:39,176 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7214 +[2025-03-25 00:27:39,204 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6158 +[2025-03-25 00:27:39,230 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4680 +[2025-03-25 00:27:39,280 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.7946 +[2025-03-25 00:27:39,318 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1228 +[2025-03-25 00:27:39,366 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3689 +[2025-03-25 00:27:39,412 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9938 +[2025-03-25 00:27:39,449 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8553 +[2025-03-25 00:27:39,494 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7045 +[2025-03-25 00:27:39,519 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7366 +[2025-03-25 00:27:39,571 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7615 +[2025-03-25 00:27:39,594 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.5967 +[2025-03-25 00:27:40,626 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:27:40,626 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:27:40,626 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:27:40,626 INFO hook.py line 689 3155176] wall : 0.8079 0.9369 +[2025-03-25 00:27:40,626 INFO hook.py line 689 3155176] floor : 0.9579 0.9850 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] cabinet : 0.5117 0.6314 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] bed : 0.7050 0.8118 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] chair : 0.8570 0.9299 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] sofa : 0.7390 0.8546 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] table : 0.6472 0.7738 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] door : 0.5652 0.7179 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] window : 0.4809 0.6242 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] bookshelf : 0.6844 0.8294 +[2025-03-25 00:27:40,627 INFO hook.py line 689 3155176] picture : 0.2783 0.3866 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] counter : 0.5744 0.7233 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] desk : 0.5486 0.7871 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] curtain : 0.6197 0.6846 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] refridgerator : 0.4596 0.4971 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] shower curtain : 0.6348 0.7049 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] toilet : 0.8655 0.9539 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] sink : 0.5460 0.6373 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] bathtub : 0.8778 0.9193 +[2025-03-25 00:27:40,628 INFO hook.py line 689 3155176] otherfurniture : 0.3230 0.3724 +[2025-03-25 00:27:40,628 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:27:40,629 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6342/0.7381/0.8629. +[2025-03-25 00:27:40,629 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:27:40,645 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6349 +[2025-03-25 00:27:40,646 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:27:50,774 INFO misc.py line 135 3155176] Train result: loss: 0.2494 +[2025-03-25 00:27:50,848 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:28:01,276 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0709 +[2025-03-25 00:28:01,685 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8073 +[2025-03-25 00:28:01,829 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4811 +[2025-03-25 00:28:01,873 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8343 +[2025-03-25 00:28:01,905 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6177 +[2025-03-25 00:28:01,955 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3347 +[2025-03-25 00:28:02,025 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4277 +[2025-03-25 00:28:02,049 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2681 +[2025-03-25 00:28:02,091 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3428 +[2025-03-25 00:28:02,122 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7488 +[2025-03-25 00:28:02,166 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6722 +[2025-03-25 00:28:02,195 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9433 +[2025-03-25 00:28:02,240 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1596 +[2025-03-25 00:28:02,273 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8869 +[2025-03-25 00:28:02,308 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0191 +[2025-03-25 00:28:02,347 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0668 +[2025-03-25 00:28:02,391 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3707 +[2025-03-25 00:28:02,430 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9221 +[2025-03-25 00:28:02,471 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2289 +[2025-03-25 00:28:02,501 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1590 +[2025-03-25 00:28:02,533 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2669 +[2025-03-25 00:28:02,570 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6559 +[2025-03-25 00:28:02,596 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.9085 +[2025-03-25 00:28:02,636 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0201 +[2025-03-25 00:28:02,677 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1184 +[2025-03-25 00:28:02,713 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1200 +[2025-03-25 00:28:02,760 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4757 +[2025-03-25 00:28:02,789 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6785 +[2025-03-25 00:28:02,820 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3198 +[2025-03-25 00:28:02,871 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8248 +[2025-03-25 00:28:02,928 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4683 +[2025-03-25 00:28:02,960 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4768 +[2025-03-25 00:28:03,014 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3448 +[2025-03-25 00:28:03,047 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0629 +[2025-03-25 00:28:03,083 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6742 +[2025-03-25 00:28:03,116 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0302 +[2025-03-25 00:28:03,154 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6133 +[2025-03-25 00:28:03,181 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3442 +[2025-03-25 00:28:03,238 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5558 +[2025-03-25 00:28:03,280 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0087 +[2025-03-25 00:28:03,323 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0542 +[2025-03-25 00:28:03,352 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1663 +[2025-03-25 00:28:03,389 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1038 +[2025-03-25 00:28:03,440 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5279 +[2025-03-25 00:28:03,471 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7256 +[2025-03-25 00:28:03,513 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7670 +[2025-03-25 00:28:03,548 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9692 +[2025-03-25 00:28:03,579 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5052 +[2025-03-25 00:28:03,612 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.7128 +[2025-03-25 00:28:03,642 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9026 +[2025-03-25 00:28:03,671 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8952 +[2025-03-25 00:28:03,707 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8792 +[2025-03-25 00:28:03,741 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6759 +[2025-03-25 00:28:03,780 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8873 +[2025-03-25 00:28:03,816 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0353 +[2025-03-25 00:28:03,853 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3592 +[2025-03-25 00:28:03,881 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5394 +[2025-03-25 00:28:03,903 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5466 +[2025-03-25 00:28:03,938 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0514 +[2025-03-25 00:28:03,967 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4414 +[2025-03-25 00:28:03,989 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8849 +[2025-03-25 00:28:04,019 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7315 +[2025-03-25 00:28:04,051 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3193 +[2025-03-25 00:28:04,103 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6657 +[2025-03-25 00:28:04,127 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5645 +[2025-03-25 00:28:04,163 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5670 +[2025-03-25 00:28:04,198 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7089 +[2025-03-25 00:28:04,227 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6473 +[2025-03-25 00:28:04,252 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4602 +[2025-03-25 00:28:04,302 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8518 +[2025-03-25 00:28:04,342 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0308 +[2025-03-25 00:28:04,391 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4124 +[2025-03-25 00:28:04,436 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9383 +[2025-03-25 00:28:04,473 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8653 +[2025-03-25 00:28:04,517 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7284 +[2025-03-25 00:28:04,541 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8157 +[2025-03-25 00:28:04,594 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6670 +[2025-03-25 00:28:04,618 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6089 +[2025-03-25 00:28:05,580 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:28:05,581 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:28:05,581 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] wall : 0.8057 0.9407 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] floor : 0.9575 0.9859 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] cabinet : 0.5153 0.6286 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] bed : 0.7032 0.8095 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] chair : 0.8577 0.9284 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] sofa : 0.7352 0.8598 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] table : 0.6511 0.7709 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] door : 0.5671 0.7185 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] window : 0.4768 0.6037 +[2025-03-25 00:28:05,581 INFO hook.py line 689 3155176] bookshelf : 0.6959 0.8303 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] picture : 0.2735 0.3707 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] counter : 0.5821 0.7208 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] desk : 0.5508 0.7924 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] curtain : 0.6196 0.6812 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] refridgerator : 0.4504 0.4766 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] shower curtain : 0.6326 0.7028 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] toilet : 0.8589 0.9534 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] sink : 0.5382 0.6160 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] bathtub : 0.8730 0.9136 +[2025-03-25 00:28:05,582 INFO hook.py line 689 3155176] otherfurniture : 0.3262 0.3768 +[2025-03-25 00:28:05,582 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:28:05,582 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6335/0.7340/0.8633. +[2025-03-25 00:28:05,582 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:28:05,595 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6349 +[2025-03-25 00:28:05,595 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:28:16,320 INFO misc.py line 135 3155176] Train result: loss: 0.2668 +[2025-03-25 00:28:16,405 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:28:26,587 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0716 +[2025-03-25 00:28:26,985 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7775 +[2025-03-25 00:28:27,206 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5032 +[2025-03-25 00:28:27,353 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8476 +[2025-03-25 00:28:27,390 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5880 +[2025-03-25 00:28:27,442 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3114 +[2025-03-25 00:28:27,489 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4194 +[2025-03-25 00:28:27,514 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2812 +[2025-03-25 00:28:27,556 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3927 +[2025-03-25 00:28:27,586 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6981 +[2025-03-25 00:28:27,886 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6590 +[2025-03-25 00:28:27,918 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9799 +[2025-03-25 00:28:27,962 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0993 +[2025-03-25 00:28:27,995 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8501 +[2025-03-25 00:28:28,039 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9453 +[2025-03-25 00:28:28,086 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0637 +[2025-03-25 00:28:28,121 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3418 +[2025-03-25 00:28:28,149 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8189 +[2025-03-25 00:28:28,190 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2334 +[2025-03-25 00:28:28,221 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.1063 +[2025-03-25 00:28:28,252 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2660 +[2025-03-25 00:28:28,288 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6346 +[2025-03-25 00:28:28,312 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8760 +[2025-03-25 00:28:28,354 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0346 +[2025-03-25 00:28:28,393 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1954 +[2025-03-25 00:28:28,428 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1154 +[2025-03-25 00:28:28,475 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4742 +[2025-03-25 00:28:28,507 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6603 +[2025-03-25 00:28:28,537 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3397 +[2025-03-25 00:28:28,588 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8479 +[2025-03-25 00:28:28,642 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5026 +[2025-03-25 00:28:28,673 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4697 +[2025-03-25 00:28:28,724 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3361 +[2025-03-25 00:28:28,759 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0664 +[2025-03-25 00:28:28,796 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6784 +[2025-03-25 00:28:28,828 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9789 +[2025-03-25 00:28:28,862 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6125 +[2025-03-25 00:28:28,892 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3503 +[2025-03-25 00:28:28,949 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.4827 +[2025-03-25 00:28:28,991 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9700 +[2025-03-25 00:28:29,033 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0170 +[2025-03-25 00:28:29,060 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1892 +[2025-03-25 00:28:29,091 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1072 +[2025-03-25 00:28:29,144 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5562 +[2025-03-25 00:28:29,178 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7167 +[2025-03-25 00:28:29,221 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7610 +[2025-03-25 00:28:29,258 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9139 +[2025-03-25 00:28:29,291 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5186 +[2025-03-25 00:28:29,321 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6530 +[2025-03-25 00:28:29,354 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.9028 +[2025-03-25 00:28:29,384 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9428 +[2025-03-25 00:28:29,418 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8775 +[2025-03-25 00:28:29,451 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6949 +[2025-03-25 00:28:29,487 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8087 +[2025-03-25 00:28:29,525 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0373 +[2025-03-25 00:28:29,566 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3577 +[2025-03-25 00:28:29,594 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5372 +[2025-03-25 00:28:29,616 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5366 +[2025-03-25 00:28:29,651 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0431 +[2025-03-25 00:28:29,680 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.3971 +[2025-03-25 00:28:29,701 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9257 +[2025-03-25 00:28:29,731 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7115 +[2025-03-25 00:28:29,763 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3149 +[2025-03-25 00:28:29,816 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6315 +[2025-03-25 00:28:29,840 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5320 +[2025-03-25 00:28:29,875 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5326 +[2025-03-25 00:28:29,910 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7199 +[2025-03-25 00:28:29,939 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6214 +[2025-03-25 00:28:29,965 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4543 +[2025-03-25 00:28:30,015 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8213 +[2025-03-25 00:28:30,054 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0386 +[2025-03-25 00:28:30,101 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3894 +[2025-03-25 00:28:30,146 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9514 +[2025-03-25 00:28:30,183 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.8644 +[2025-03-25 00:28:30,227 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7286 +[2025-03-25 00:28:30,251 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8431 +[2025-03-25 00:28:30,304 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7133 +[2025-03-25 00:28:30,327 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6022 +[2025-03-25 00:28:31,261 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:28:31,261 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:28:31,261 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:28:31,261 INFO hook.py line 689 3155176] wall : 0.8079 0.9394 +[2025-03-25 00:28:31,261 INFO hook.py line 689 3155176] floor : 0.9577 0.9856 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] cabinet : 0.5194 0.6365 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] bed : 0.7012 0.8151 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] chair : 0.8564 0.9285 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] sofa : 0.7306 0.8648 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] table : 0.6482 0.7616 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] door : 0.5702 0.7214 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] window : 0.4769 0.5999 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] bookshelf : 0.6966 0.8439 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] picture : 0.2794 0.3862 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] counter : 0.5853 0.7239 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] desk : 0.5502 0.7995 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] curtain : 0.6196 0.6797 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] refridgerator : 0.4526 0.4838 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] shower curtain : 0.6299 0.7012 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] toilet : 0.8633 0.9511 +[2025-03-25 00:28:31,262 INFO hook.py line 689 3155176] sink : 0.5429 0.6298 +[2025-03-25 00:28:31,263 INFO hook.py line 689 3155176] bathtub : 0.8737 0.9154 +[2025-03-25 00:28:31,263 INFO hook.py line 689 3155176] otherfurniture : 0.3298 0.3791 +[2025-03-25 00:28:31,263 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:28:31,263 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6346/0.7373/0.8638. +[2025-03-25 00:28:31,263 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:28:31,279 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6349 +[2025-03-25 00:28:31,279 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:28:41,873 INFO misc.py line 135 3155176] Train result: loss: 0.2355 +[2025-03-25 00:28:41,984 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:28:52,641 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0711 +[2025-03-25 00:28:52,695 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7673 +[2025-03-25 00:28:52,737 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4787 +[2025-03-25 00:28:52,786 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8144 +[2025-03-25 00:28:52,817 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6088 +[2025-03-25 00:28:52,870 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2672 +[2025-03-25 00:28:53,086 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3925 +[2025-03-25 00:28:53,116 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2817 +[2025-03-25 00:28:53,162 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3519 +[2025-03-25 00:28:53,193 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7259 +[2025-03-25 00:28:53,236 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6477 +[2025-03-25 00:28:53,266 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9966 +[2025-03-25 00:28:53,310 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0418 +[2025-03-25 00:28:53,344 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8751 +[2025-03-25 00:28:53,378 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0188 +[2025-03-25 00:28:53,418 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0629 +[2025-03-25 00:28:53,452 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3431 +[2025-03-25 00:28:53,481 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8345 +[2025-03-25 00:28:53,524 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1855 +[2025-03-25 00:28:53,553 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0337 +[2025-03-25 00:28:53,585 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2716 +[2025-03-25 00:28:53,621 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6231 +[2025-03-25 00:28:53,647 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8606 +[2025-03-25 00:28:53,691 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9985 +[2025-03-25 00:28:53,729 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2138 +[2025-03-25 00:28:53,765 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1037 +[2025-03-25 00:28:53,813 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4965 +[2025-03-25 00:28:53,843 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6524 +[2025-03-25 00:28:53,869 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3581 +[2025-03-25 00:28:53,921 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8101 +[2025-03-25 00:28:53,977 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5402 +[2025-03-25 00:28:54,009 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4960 +[2025-03-25 00:28:54,068 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3379 +[2025-03-25 00:28:54,105 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0794 +[2025-03-25 00:28:54,142 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6416 +[2025-03-25 00:28:54,174 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9915 +[2025-03-25 00:28:54,208 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6266 +[2025-03-25 00:28:54,240 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3173 +[2025-03-25 00:28:54,297 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5307 +[2025-03-25 00:28:54,341 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0135 +[2025-03-25 00:28:54,383 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9931 +[2025-03-25 00:28:54,409 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1905 +[2025-03-25 00:28:54,440 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1096 +[2025-03-25 00:28:54,491 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5828 +[2025-03-25 00:28:54,527 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7245 +[2025-03-25 00:28:54,571 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7624 +[2025-03-25 00:28:54,608 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8956 +[2025-03-25 00:28:54,639 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5096 +[2025-03-25 00:28:54,671 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.5891 +[2025-03-25 00:28:54,704 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7385 +[2025-03-25 00:28:54,736 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9621 +[2025-03-25 00:28:54,776 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8381 +[2025-03-25 00:28:54,805 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6469 +[2025-03-25 00:28:54,840 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8751 +[2025-03-25 00:28:54,876 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0360 +[2025-03-25 00:28:54,912 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3517 +[2025-03-25 00:28:54,940 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5636 +[2025-03-25 00:28:54,962 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5817 +[2025-03-25 00:28:54,997 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0338 +[2025-03-25 00:28:55,026 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4447 +[2025-03-25 00:28:55,047 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9531 +[2025-03-25 00:28:55,077 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.6948 +[2025-03-25 00:28:55,110 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2761 +[2025-03-25 00:28:55,162 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6267 +[2025-03-25 00:28:55,186 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.4943 +[2025-03-25 00:28:55,222 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5835 +[2025-03-25 00:28:55,256 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7165 +[2025-03-25 00:28:55,284 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.5948 +[2025-03-25 00:28:55,310 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4683 +[2025-03-25 00:28:55,360 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8322 +[2025-03-25 00:28:55,398 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1054 +[2025-03-25 00:28:55,446 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4251 +[2025-03-25 00:28:55,491 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9902 +[2025-03-25 00:28:55,528 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9127 +[2025-03-25 00:28:55,573 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7320 +[2025-03-25 00:28:55,598 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7805 +[2025-03-25 00:28:55,651 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7437 +[2025-03-25 00:28:55,674 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6428 +[2025-03-25 00:28:56,664 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:28:56,664 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:28:56,664 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] wall : 0.8081 0.9374 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] floor : 0.9574 0.9859 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] cabinet : 0.5193 0.6313 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] bed : 0.7069 0.8096 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] chair : 0.8547 0.9301 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] sofa : 0.7343 0.8551 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] table : 0.6414 0.7505 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] door : 0.5680 0.7153 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] window : 0.4784 0.6159 +[2025-03-25 00:28:56,664 INFO hook.py line 689 3155176] bookshelf : 0.6945 0.8414 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] picture : 0.2829 0.3955 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] counter : 0.5902 0.7142 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] desk : 0.5375 0.8155 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] curtain : 0.6234 0.6901 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] refridgerator : 0.4546 0.4837 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] shower curtain : 0.6325 0.7058 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] toilet : 0.8666 0.9531 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] sink : 0.5468 0.6274 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] bathtub : 0.8719 0.9196 +[2025-03-25 00:28:56,665 INFO hook.py line 689 3155176] otherfurniture : 0.3315 0.3844 +[2025-03-25 00:28:56,665 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:28:56,665 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6350/0.7381/0.8633. +[2025-03-25 00:28:56,665 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:28:56,680 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6350 +[2025-03-25 00:28:56,680 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6350 +[2025-03-25 00:28:56,680 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:29:07,050 INFO misc.py line 135 3155176] Train result: loss: 0.2321 +[2025-03-25 00:29:07,119 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:29:18,108 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0724 +[2025-03-25 00:29:18,256 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8134 +[2025-03-25 00:29:18,290 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.5120 +[2025-03-25 00:29:18,336 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8234 +[2025-03-25 00:29:18,365 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5656 +[2025-03-25 00:29:18,413 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2487 +[2025-03-25 00:29:18,460 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3887 +[2025-03-25 00:29:18,488 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2702 +[2025-03-25 00:29:18,539 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3700 +[2025-03-25 00:29:18,573 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.6987 +[2025-03-25 00:29:18,617 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6643 +[2025-03-25 00:29:18,807 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0516 +[2025-03-25 00:29:18,852 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0725 +[2025-03-25 00:29:18,885 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8644 +[2025-03-25 00:29:18,920 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.8964 +[2025-03-25 00:29:18,960 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0617 +[2025-03-25 00:29:18,996 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3658 +[2025-03-25 00:29:19,027 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7745 +[2025-03-25 00:29:19,066 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2058 +[2025-03-25 00:29:19,095 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0306 +[2025-03-25 00:29:19,134 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2758 +[2025-03-25 00:29:19,171 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6691 +[2025-03-25 00:29:19,196 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8261 +[2025-03-25 00:29:19,239 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0053 +[2025-03-25 00:29:19,284 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1565 +[2025-03-25 00:29:19,320 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.0876 +[2025-03-25 00:29:19,368 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4695 +[2025-03-25 00:29:19,399 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6838 +[2025-03-25 00:29:19,425 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3620 +[2025-03-25 00:29:19,477 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8814 +[2025-03-25 00:29:19,531 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.5405 +[2025-03-25 00:29:19,563 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5079 +[2025-03-25 00:29:19,613 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3320 +[2025-03-25 00:29:19,649 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0771 +[2025-03-25 00:29:19,684 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.7145 +[2025-03-25 00:29:19,730 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9500 +[2025-03-25 00:29:19,768 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6072 +[2025-03-25 00:29:19,795 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3264 +[2025-03-25 00:29:19,852 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.5537 +[2025-03-25 00:29:19,894 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0131 +[2025-03-25 00:29:19,936 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9893 +[2025-03-25 00:29:19,962 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1732 +[2025-03-25 00:29:19,993 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1031 +[2025-03-25 00:29:20,046 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5701 +[2025-03-25 00:29:20,084 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7151 +[2025-03-25 00:29:20,127 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7585 +[2025-03-25 00:29:20,162 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8601 +[2025-03-25 00:29:20,194 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5034 +[2025-03-25 00:29:20,224 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6242 +[2025-03-25 00:29:20,256 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7548 +[2025-03-25 00:29:20,285 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8927 +[2025-03-25 00:29:20,320 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.7905 +[2025-03-25 00:29:20,347 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6562 +[2025-03-25 00:29:20,382 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8865 +[2025-03-25 00:29:20,416 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0370 +[2025-03-25 00:29:20,453 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3589 +[2025-03-25 00:29:20,482 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5183 +[2025-03-25 00:29:20,504 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5755 +[2025-03-25 00:29:20,539 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0215 +[2025-03-25 00:29:20,568 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4419 +[2025-03-25 00:29:20,589 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.9266 +[2025-03-25 00:29:20,619 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7265 +[2025-03-25 00:29:20,650 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2924 +[2025-03-25 00:29:20,702 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6559 +[2025-03-25 00:29:20,726 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5123 +[2025-03-25 00:29:20,762 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5396 +[2025-03-25 00:29:20,796 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7201 +[2025-03-25 00:29:20,824 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.5979 +[2025-03-25 00:29:20,850 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4674 +[2025-03-25 00:29:20,900 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8657 +[2025-03-25 00:29:20,939 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1077 +[2025-03-25 00:29:20,986 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.4085 +[2025-03-25 00:29:21,032 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0073 +[2025-03-25 00:29:21,068 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9238 +[2025-03-25 00:29:21,113 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7333 +[2025-03-25 00:29:21,137 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7727 +[2025-03-25 00:29:21,189 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.7097 +[2025-03-25 00:29:21,213 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6546 +[2025-03-25 00:29:22,241 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:29:22,242 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:29:22,242 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:29:22,242 INFO hook.py line 689 3155176] wall : 0.8085 0.9380 +[2025-03-25 00:29:22,242 INFO hook.py line 689 3155176] floor : 0.9572 0.9858 +[2025-03-25 00:29:22,242 INFO hook.py line 689 3155176] cabinet : 0.5202 0.6396 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] bed : 0.7098 0.8135 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] chair : 0.8542 0.9296 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] sofa : 0.7302 0.8556 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] table : 0.6401 0.7526 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] door : 0.5684 0.7133 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] window : 0.4775 0.6081 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] bookshelf : 0.6927 0.8349 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] picture : 0.2846 0.4051 +[2025-03-25 00:29:22,243 INFO hook.py line 689 3155176] counter : 0.5848 0.7113 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] desk : 0.5437 0.8091 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] curtain : 0.6268 0.6956 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] refridgerator : 0.4759 0.5110 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] shower curtain : 0.6309 0.7043 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] toilet : 0.8650 0.9579 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] sink : 0.5406 0.6187 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] bathtub : 0.8711 0.9225 +[2025-03-25 00:29:22,244 INFO hook.py line 689 3155176] otherfurniture : 0.3276 0.3792 +[2025-03-25 00:29:22,244 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:29:22,244 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6355/0.7393/0.8634. +[2025-03-25 00:29:22,244 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:29:22,258 INFO misc.py line 159 3155176] Best validation mIoU updated to: 0.6355 +[2025-03-25 00:29:22,258 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:29:22,258 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:29:33,190 INFO misc.py line 135 3155176] Train result: loss: 0.2387 +[2025-03-25 00:29:33,292 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:29:43,633 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0731 +[2025-03-25 00:29:44,069 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8254 +[2025-03-25 00:29:44,230 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4853 +[2025-03-25 00:29:44,273 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8260 +[2025-03-25 00:29:44,308 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.5832 +[2025-03-25 00:29:44,357 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2878 +[2025-03-25 00:29:44,404 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3933 +[2025-03-25 00:29:44,429 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2662 +[2025-03-25 00:29:44,471 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.4126 +[2025-03-25 00:29:44,578 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8045 +[2025-03-25 00:29:44,665 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6440 +[2025-03-25 00:29:44,693 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9908 +[2025-03-25 00:29:44,739 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0991 +[2025-03-25 00:29:44,772 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8510 +[2025-03-25 00:29:44,805 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9949 +[2025-03-25 00:29:44,852 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0617 +[2025-03-25 00:29:44,894 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3155 +[2025-03-25 00:29:44,931 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8262 +[2025-03-25 00:29:44,971 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2132 +[2025-03-25 00:29:45,002 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9947 +[2025-03-25 00:29:45,034 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2737 +[2025-03-25 00:29:45,069 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6737 +[2025-03-25 00:29:45,094 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.7861 +[2025-03-25 00:29:45,135 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0198 +[2025-03-25 00:29:45,174 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1522 +[2025-03-25 00:29:45,210 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1207 +[2025-03-25 00:29:45,257 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4254 +[2025-03-25 00:29:45,290 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6824 +[2025-03-25 00:29:45,322 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3665 +[2025-03-25 00:29:45,373 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8765 +[2025-03-25 00:29:45,427 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4686 +[2025-03-25 00:29:45,458 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.5110 +[2025-03-25 00:29:45,507 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3308 +[2025-03-25 00:29:45,547 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0612 +[2025-03-25 00:29:45,581 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6797 +[2025-03-25 00:29:45,614 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9664 +[2025-03-25 00:29:45,651 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6063 +[2025-03-25 00:29:45,680 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3341 +[2025-03-25 00:29:45,738 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6158 +[2025-03-25 00:29:45,779 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0386 +[2025-03-25 00:29:45,821 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0268 +[2025-03-25 00:29:45,848 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1757 +[2025-03-25 00:29:45,879 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1063 +[2025-03-25 00:29:45,930 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5409 +[2025-03-25 00:29:45,957 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7116 +[2025-03-25 00:29:46,001 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7517 +[2025-03-25 00:29:46,042 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8382 +[2025-03-25 00:29:46,073 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.5051 +[2025-03-25 00:29:46,110 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6065 +[2025-03-25 00:29:46,144 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.7815 +[2025-03-25 00:29:46,172 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8315 +[2025-03-25 00:29:46,205 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.7989 +[2025-03-25 00:29:46,237 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6386 +[2025-03-25 00:29:46,273 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9119 +[2025-03-25 00:29:46,309 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0356 +[2025-03-25 00:29:46,345 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3350 +[2025-03-25 00:29:46,374 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5408 +[2025-03-25 00:29:46,396 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5939 +[2025-03-25 00:29:46,431 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0429 +[2025-03-25 00:29:46,460 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4337 +[2025-03-25 00:29:46,480 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8982 +[2025-03-25 00:29:46,510 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7496 +[2025-03-25 00:29:46,542 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3342 +[2025-03-25 00:29:46,594 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6688 +[2025-03-25 00:29:46,619 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5440 +[2025-03-25 00:29:46,655 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5637 +[2025-03-25 00:29:46,690 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7303 +[2025-03-25 00:29:46,719 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.5992 +[2025-03-25 00:29:46,746 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4667 +[2025-03-25 00:29:46,797 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8515 +[2025-03-25 00:29:46,836 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0650 +[2025-03-25 00:29:46,884 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3962 +[2025-03-25 00:29:46,929 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0235 +[2025-03-25 00:29:46,966 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9523 +[2025-03-25 00:29:47,010 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7138 +[2025-03-25 00:29:47,035 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7651 +[2025-03-25 00:29:47,087 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6667 +[2025-03-25 00:29:47,110 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6702 +[2025-03-25 00:29:48,102 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:29:48,102 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:29:48,102 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] wall : 0.8088 0.9365 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] floor : 0.9572 0.9859 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] cabinet : 0.5191 0.6385 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] bed : 0.7080 0.8088 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] chair : 0.8541 0.9288 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] sofa : 0.7295 0.8566 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] table : 0.6441 0.7628 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] door : 0.5655 0.7157 +[2025-03-25 00:29:48,103 INFO hook.py line 689 3155176] window : 0.4798 0.6170 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] bookshelf : 0.6904 0.8318 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] picture : 0.2803 0.3925 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] counter : 0.5850 0.7188 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] desk : 0.5450 0.8006 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] curtain : 0.6258 0.6944 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] refridgerator : 0.4728 0.5059 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] shower curtain : 0.6270 0.6980 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] toilet : 0.8544 0.9581 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] sink : 0.5459 0.6295 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] bathtub : 0.8738 0.9274 +[2025-03-25 00:29:48,104 INFO hook.py line 689 3155176] otherfurniture : 0.3270 0.3788 +[2025-03-25 00:29:48,105 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:29:48,105 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6347/0.7393/0.8632. +[2025-03-25 00:29:48,106 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:29:48,119 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:29:48,119 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:29:58,126 INFO misc.py line 135 3155176] Train result: loss: 0.2312 +[2025-03-25 00:29:58,215 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:30:08,860 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0742 +[2025-03-25 00:30:08,913 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7931 +[2025-03-25 00:30:08,954 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4960 +[2025-03-25 00:30:09,004 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.7835 +[2025-03-25 00:30:09,045 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6001 +[2025-03-25 00:30:09,267 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.3105 +[2025-03-25 00:30:09,314 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4005 +[2025-03-25 00:30:09,345 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2553 +[2025-03-25 00:30:09,386 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3123 +[2025-03-25 00:30:09,420 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7822 +[2025-03-25 00:30:09,465 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6411 +[2025-03-25 00:30:09,524 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9666 +[2025-03-25 00:30:09,571 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1600 +[2025-03-25 00:30:09,606 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8301 +[2025-03-25 00:30:09,640 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9435 +[2025-03-25 00:30:09,684 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0644 +[2025-03-25 00:30:09,722 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3219 +[2025-03-25 00:30:09,752 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8160 +[2025-03-25 00:30:09,794 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1948 +[2025-03-25 00:30:09,825 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9877 +[2025-03-25 00:30:09,857 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2762 +[2025-03-25 00:30:09,898 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.6902 +[2025-03-25 00:30:09,926 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8345 +[2025-03-25 00:30:09,966 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0027 +[2025-03-25 00:30:10,007 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1501 +[2025-03-25 00:30:10,043 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1170 +[2025-03-25 00:30:10,092 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4650 +[2025-03-25 00:30:10,122 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6798 +[2025-03-25 00:30:10,147 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3542 +[2025-03-25 00:30:10,199 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8463 +[2025-03-25 00:30:10,254 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4490 +[2025-03-25 00:30:10,285 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4897 +[2025-03-25 00:30:10,336 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3220 +[2025-03-25 00:30:10,373 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0511 +[2025-03-25 00:30:10,408 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6816 +[2025-03-25 00:30:10,442 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0100 +[2025-03-25 00:30:10,474 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6192 +[2025-03-25 00:30:10,505 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3503 +[2025-03-25 00:30:10,563 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6057 +[2025-03-25 00:30:10,607 INFO hook.py line 748 3155176] Test: [40/78] Loss 1.9942 +[2025-03-25 00:30:10,646 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0196 +[2025-03-25 00:30:10,672 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1813 +[2025-03-25 00:30:10,704 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1073 +[2025-03-25 00:30:10,757 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5422 +[2025-03-25 00:30:10,789 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7108 +[2025-03-25 00:30:10,829 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7487 +[2025-03-25 00:30:10,867 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9106 +[2025-03-25 00:30:10,897 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4758 +[2025-03-25 00:30:10,927 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6929 +[2025-03-25 00:30:10,960 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8183 +[2025-03-25 00:30:10,991 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8555 +[2025-03-25 00:30:11,025 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8127 +[2025-03-25 00:30:11,053 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6751 +[2025-03-25 00:30:11,086 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8833 +[2025-03-25 00:30:11,123 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0353 +[2025-03-25 00:30:11,160 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3466 +[2025-03-25 00:30:11,189 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5367 +[2025-03-25 00:30:11,212 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5725 +[2025-03-25 00:30:11,246 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0320 +[2025-03-25 00:30:11,275 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4272 +[2025-03-25 00:30:11,296 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8598 +[2025-03-25 00:30:11,326 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7615 +[2025-03-25 00:30:11,358 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3071 +[2025-03-25 00:30:11,410 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6677 +[2025-03-25 00:30:11,434 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5504 +[2025-03-25 00:30:11,470 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5547 +[2025-03-25 00:30:11,505 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7121 +[2025-03-25 00:30:11,533 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6132 +[2025-03-25 00:30:11,559 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4521 +[2025-03-25 00:30:11,609 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8587 +[2025-03-25 00:30:11,647 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0864 +[2025-03-25 00:30:11,695 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3400 +[2025-03-25 00:30:11,740 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9932 +[2025-03-25 00:30:11,776 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9828 +[2025-03-25 00:30:11,820 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7178 +[2025-03-25 00:30:11,844 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7658 +[2025-03-25 00:30:11,897 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6566 +[2025-03-25 00:30:11,920 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6369 +[2025-03-25 00:30:12,835 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:30:12,835 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:30:12,835 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:30:12,835 INFO hook.py line 689 3155176] wall : 0.8091 0.9379 +[2025-03-25 00:30:12,835 INFO hook.py line 689 3155176] floor : 0.9573 0.9861 +[2025-03-25 00:30:12,835 INFO hook.py line 689 3155176] cabinet : 0.5206 0.6406 +[2025-03-25 00:30:12,835 INFO hook.py line 689 3155176] bed : 0.7081 0.8079 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] chair : 0.8554 0.9285 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] sofa : 0.7308 0.8589 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] table : 0.6459 0.7672 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] door : 0.5686 0.7177 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] window : 0.4789 0.6163 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] bookshelf : 0.6908 0.8328 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] picture : 0.2754 0.3817 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] counter : 0.5870 0.7184 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] desk : 0.5462 0.7951 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] curtain : 0.6238 0.6879 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] refridgerator : 0.4579 0.4888 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] shower curtain : 0.6258 0.6979 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] toilet : 0.8562 0.9562 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] sink : 0.5421 0.6208 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] bathtub : 0.8744 0.9222 +[2025-03-25 00:30:12,836 INFO hook.py line 689 3155176] otherfurniture : 0.3267 0.3773 +[2025-03-25 00:30:12,836 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:30:12,836 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6341/0.7370/0.8636. +[2025-03-25 00:30:12,836 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:30:12,854 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:30:12,854 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:30:23,771 INFO misc.py line 135 3155176] Train result: loss: 0.2400 +[2025-03-25 00:30:23,854 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:30:34,004 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0730 +[2025-03-25 00:30:34,050 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8305 +[2025-03-25 00:30:34,086 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4812 +[2025-03-25 00:30:34,404 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8564 +[2025-03-25 00:30:34,450 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6051 +[2025-03-25 00:30:34,644 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2999 +[2025-03-25 00:30:34,999 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4011 +[2025-03-25 00:30:35,031 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2581 +[2025-03-25 00:30:35,077 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3783 +[2025-03-25 00:30:35,108 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8044 +[2025-03-25 00:30:35,154 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6564 +[2025-03-25 00:30:35,186 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9935 +[2025-03-25 00:30:35,231 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1588 +[2025-03-25 00:30:35,264 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8356 +[2025-03-25 00:30:35,298 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9383 +[2025-03-25 00:30:35,338 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0642 +[2025-03-25 00:30:35,374 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3170 +[2025-03-25 00:30:35,410 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8229 +[2025-03-25 00:30:35,457 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2124 +[2025-03-25 00:30:35,487 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0077 +[2025-03-25 00:30:35,518 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2758 +[2025-03-25 00:30:35,553 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7278 +[2025-03-25 00:30:35,588 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8424 +[2025-03-25 00:30:35,635 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9977 +[2025-03-25 00:30:35,672 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2164 +[2025-03-25 00:30:35,709 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1154 +[2025-03-25 00:30:35,756 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.5082 +[2025-03-25 00:30:35,787 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6563 +[2025-03-25 00:30:35,818 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3536 +[2025-03-25 00:30:35,869 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8676 +[2025-03-25 00:30:35,925 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4591 +[2025-03-25 00:30:35,955 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4813 +[2025-03-25 00:30:36,004 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3387 +[2025-03-25 00:30:36,045 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0680 +[2025-03-25 00:30:36,078 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6897 +[2025-03-25 00:30:36,114 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9722 +[2025-03-25 00:30:36,149 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6112 +[2025-03-25 00:30:36,178 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3273 +[2025-03-25 00:30:36,235 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6454 +[2025-03-25 00:30:36,277 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0465 +[2025-03-25 00:30:36,323 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0521 +[2025-03-25 00:30:36,348 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1746 +[2025-03-25 00:30:36,381 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1076 +[2025-03-25 00:30:36,434 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5402 +[2025-03-25 00:30:36,465 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7061 +[2025-03-25 00:30:36,508 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7496 +[2025-03-25 00:30:36,552 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9391 +[2025-03-25 00:30:36,583 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4847 +[2025-03-25 00:30:36,613 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6684 +[2025-03-25 00:30:36,646 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8451 +[2025-03-25 00:30:36,673 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8797 +[2025-03-25 00:30:36,710 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8037 +[2025-03-25 00:30:36,748 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7032 +[2025-03-25 00:30:36,787 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9038 +[2025-03-25 00:30:36,825 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0360 +[2025-03-25 00:30:36,861 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3413 +[2025-03-25 00:30:36,890 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5548 +[2025-03-25 00:30:36,912 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.6036 +[2025-03-25 00:30:36,946 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0193 +[2025-03-25 00:30:36,976 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4429 +[2025-03-25 00:30:36,997 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8819 +[2025-03-25 00:30:37,027 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7649 +[2025-03-25 00:30:37,059 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2838 +[2025-03-25 00:30:37,111 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6191 +[2025-03-25 00:30:37,135 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5515 +[2025-03-25 00:30:37,171 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5528 +[2025-03-25 00:30:37,206 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7214 +[2025-03-25 00:30:37,235 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6179 +[2025-03-25 00:30:37,260 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4526 +[2025-03-25 00:30:37,310 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8556 +[2025-03-25 00:30:37,348 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0873 +[2025-03-25 00:30:37,396 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3278 +[2025-03-25 00:30:37,441 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0109 +[2025-03-25 00:30:37,478 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9913 +[2025-03-25 00:30:37,522 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7196 +[2025-03-25 00:30:37,547 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7772 +[2025-03-25 00:30:37,599 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6778 +[2025-03-25 00:30:37,621 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6379 +[2025-03-25 00:30:38,624 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:30:38,624 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:30:38,624 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:30:38,624 INFO hook.py line 689 3155176] wall : 0.8091 0.9393 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] floor : 0.9573 0.9862 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] cabinet : 0.5185 0.6394 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] bed : 0.7066 0.8110 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] chair : 0.8553 0.9265 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] sofa : 0.7287 0.8600 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] table : 0.6443 0.7640 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] door : 0.5698 0.7129 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] window : 0.4759 0.6115 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] bookshelf : 0.6892 0.8352 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] picture : 0.2790 0.3817 +[2025-03-25 00:30:38,625 INFO hook.py line 689 3155176] counter : 0.5857 0.7165 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] desk : 0.5427 0.7944 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] curtain : 0.6183 0.6800 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] refridgerator : 0.4599 0.4906 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] shower curtain : 0.6241 0.6952 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] toilet : 0.8605 0.9566 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] sink : 0.5430 0.6206 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] bathtub : 0.8750 0.9199 +[2025-03-25 00:30:38,626 INFO hook.py line 689 3155176] otherfurniture : 0.3274 0.3779 +[2025-03-25 00:30:38,626 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:30:38,626 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6335/0.7360/0.8634. +[2025-03-25 00:30:38,627 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:30:38,644 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:30:38,644 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:30:49,105 INFO misc.py line 135 3155176] Train result: loss: 0.2239 +[2025-03-25 00:30:49,197 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:30:59,417 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0702 +[2025-03-25 00:31:00,006 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8034 +[2025-03-25 00:31:00,040 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4735 +[2025-03-25 00:31:00,106 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8351 +[2025-03-25 00:31:00,251 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6200 +[2025-03-25 00:31:00,299 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2763 +[2025-03-25 00:31:00,354 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.4016 +[2025-03-25 00:31:00,492 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2727 +[2025-03-25 00:31:00,532 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3597 +[2025-03-25 00:31:00,560 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7569 +[2025-03-25 00:31:00,612 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6438 +[2025-03-25 00:31:00,641 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0179 +[2025-03-25 00:31:00,685 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.0962 +[2025-03-25 00:31:00,719 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8427 +[2025-03-25 00:31:00,753 INFO hook.py line 748 3155176] Test: [15/78] Loss 1.9328 +[2025-03-25 00:31:00,798 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0612 +[2025-03-25 00:31:00,832 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3482 +[2025-03-25 00:31:00,862 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.7486 +[2025-03-25 00:31:00,904 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2174 +[2025-03-25 00:31:00,935 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9638 +[2025-03-25 00:31:00,967 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2736 +[2025-03-25 00:31:01,003 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7608 +[2025-03-25 00:31:01,042 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8442 +[2025-03-25 00:31:01,084 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9964 +[2025-03-25 00:31:01,122 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2194 +[2025-03-25 00:31:01,158 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1305 +[2025-03-25 00:31:01,206 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4786 +[2025-03-25 00:31:01,237 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6715 +[2025-03-25 00:31:01,262 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3521 +[2025-03-25 00:31:01,313 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8171 +[2025-03-25 00:31:01,367 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4529 +[2025-03-25 00:31:01,399 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4794 +[2025-03-25 00:31:01,448 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3358 +[2025-03-25 00:31:01,486 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0545 +[2025-03-25 00:31:01,522 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6994 +[2025-03-25 00:31:01,556 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9861 +[2025-03-25 00:31:01,590 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6073 +[2025-03-25 00:31:01,617 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3510 +[2025-03-25 00:31:01,674 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6615 +[2025-03-25 00:31:01,715 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0589 +[2025-03-25 00:31:01,756 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0116 +[2025-03-25 00:31:01,782 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1821 +[2025-03-25 00:31:01,813 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1053 +[2025-03-25 00:31:01,868 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5501 +[2025-03-25 00:31:01,897 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7157 +[2025-03-25 00:31:01,938 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7559 +[2025-03-25 00:31:01,975 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9086 +[2025-03-25 00:31:02,016 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4869 +[2025-03-25 00:31:02,051 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6349 +[2025-03-25 00:31:02,081 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8043 +[2025-03-25 00:31:02,112 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9365 +[2025-03-25 00:31:02,146 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8113 +[2025-03-25 00:31:02,175 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6884 +[2025-03-25 00:31:02,210 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9295 +[2025-03-25 00:31:02,243 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0357 +[2025-03-25 00:31:02,279 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3458 +[2025-03-25 00:31:02,308 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5418 +[2025-03-25 00:31:02,331 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5889 +[2025-03-25 00:31:02,366 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0253 +[2025-03-25 00:31:02,395 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4470 +[2025-03-25 00:31:02,416 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8819 +[2025-03-25 00:31:02,448 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7614 +[2025-03-25 00:31:02,481 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3054 +[2025-03-25 00:31:02,533 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6963 +[2025-03-25 00:31:02,557 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5447 +[2025-03-25 00:31:02,593 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5702 +[2025-03-25 00:31:02,627 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7207 +[2025-03-25 00:31:02,656 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6344 +[2025-03-25 00:31:02,681 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4620 +[2025-03-25 00:31:02,731 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8511 +[2025-03-25 00:31:02,770 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0868 +[2025-03-25 00:31:02,817 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3573 +[2025-03-25 00:31:02,862 INFO hook.py line 748 3155176] Test: [73/78] Loss 0.9973 +[2025-03-25 00:31:02,898 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9748 +[2025-03-25 00:31:02,943 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7264 +[2025-03-25 00:31:02,967 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.8120 +[2025-03-25 00:31:03,020 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6861 +[2025-03-25 00:31:03,043 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6374 +[2025-03-25 00:31:04,040 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:31:04,041 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:31:04,041 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] wall : 0.8094 0.9387 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] floor : 0.9572 0.9860 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] cabinet : 0.5187 0.6395 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] bed : 0.7065 0.8109 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] chair : 0.8555 0.9277 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] sofa : 0.7280 0.8592 +[2025-03-25 00:31:04,041 INFO hook.py line 689 3155176] table : 0.6448 0.7621 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] door : 0.5679 0.7111 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] window : 0.4765 0.6133 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] bookshelf : 0.6886 0.8377 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] picture : 0.2798 0.3845 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] counter : 0.5829 0.7117 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] desk : 0.5421 0.7958 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] curtain : 0.6275 0.6893 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] refridgerator : 0.4660 0.4982 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] shower curtain : 0.6272 0.6970 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] toilet : 0.8611 0.9564 +[2025-03-25 00:31:04,042 INFO hook.py line 689 3155176] sink : 0.5433 0.6237 +[2025-03-25 00:31:04,043 INFO hook.py line 689 3155176] bathtub : 0.8720 0.9189 +[2025-03-25 00:31:04,043 INFO hook.py line 689 3155176] otherfurniture : 0.3267 0.3776 +[2025-03-25 00:31:04,043 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:31:04,043 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6341/0.7370/0.8634. +[2025-03-25 00:31:04,044 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:31:04,058 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:31:04,059 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:31:14,465 INFO misc.py line 135 3155176] Train result: loss: 0.2278 +[2025-03-25 00:31:14,540 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:31:25,164 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0741 +[2025-03-25 00:31:25,301 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.8207 +[2025-03-25 00:31:25,344 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4940 +[2025-03-25 00:31:25,392 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8269 +[2025-03-25 00:31:25,653 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6374 +[2025-03-25 00:31:25,699 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2911 +[2025-03-25 00:31:25,746 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3991 +[2025-03-25 00:31:25,775 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2725 +[2025-03-25 00:31:25,815 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3724 +[2025-03-25 00:31:25,847 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7614 +[2025-03-25 00:31:25,888 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6557 +[2025-03-25 00:31:25,920 INFO hook.py line 748 3155176] Test: [12/78] Loss 0.9699 +[2025-03-25 00:31:25,966 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1450 +[2025-03-25 00:31:25,999 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8637 +[2025-03-25 00:31:26,035 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0004 +[2025-03-25 00:31:26,076 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0614 +[2025-03-25 00:31:26,119 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3384 +[2025-03-25 00:31:26,153 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8605 +[2025-03-25 00:31:26,195 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2097 +[2025-03-25 00:31:26,225 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9982 +[2025-03-25 00:31:26,257 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2775 +[2025-03-25 00:31:26,294 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7270 +[2025-03-25 00:31:26,320 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8342 +[2025-03-25 00:31:26,360 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0109 +[2025-03-25 00:31:26,400 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1159 +[2025-03-25 00:31:26,437 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1207 +[2025-03-25 00:31:26,484 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4618 +[2025-03-25 00:31:26,513 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6474 +[2025-03-25 00:31:26,550 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3502 +[2025-03-25 00:31:26,602 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8327 +[2025-03-25 00:31:26,655 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4524 +[2025-03-25 00:31:26,686 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4709 +[2025-03-25 00:31:26,735 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3336 +[2025-03-25 00:31:26,769 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0524 +[2025-03-25 00:31:26,805 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6979 +[2025-03-25 00:31:26,837 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9808 +[2025-03-25 00:31:26,871 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6114 +[2025-03-25 00:31:26,899 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3483 +[2025-03-25 00:31:26,956 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6047 +[2025-03-25 00:31:26,998 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0441 +[2025-03-25 00:31:27,038 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0164 +[2025-03-25 00:31:27,064 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1667 +[2025-03-25 00:31:27,095 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1085 +[2025-03-25 00:31:27,149 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5282 +[2025-03-25 00:31:27,179 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7154 +[2025-03-25 00:31:27,219 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7546 +[2025-03-25 00:31:27,258 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9642 +[2025-03-25 00:31:27,292 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4862 +[2025-03-25 00:31:27,329 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6519 +[2025-03-25 00:31:27,362 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8326 +[2025-03-25 00:31:27,390 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9027 +[2025-03-25 00:31:27,427 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.8267 +[2025-03-25 00:31:27,460 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6857 +[2025-03-25 00:31:27,496 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.9216 +[2025-03-25 00:31:27,533 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0354 +[2025-03-25 00:31:27,570 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3421 +[2025-03-25 00:31:27,599 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5611 +[2025-03-25 00:31:27,621 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5814 +[2025-03-25 00:31:27,656 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0284 +[2025-03-25 00:31:27,684 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4466 +[2025-03-25 00:31:27,705 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8450 +[2025-03-25 00:31:27,734 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7286 +[2025-03-25 00:31:27,767 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.2773 +[2025-03-25 00:31:27,819 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.5813 +[2025-03-25 00:31:27,843 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5676 +[2025-03-25 00:31:27,878 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5563 +[2025-03-25 00:31:27,913 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7098 +[2025-03-25 00:31:27,941 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6206 +[2025-03-25 00:31:27,967 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4645 +[2025-03-25 00:31:28,017 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8683 +[2025-03-25 00:31:28,056 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.1040 +[2025-03-25 00:31:28,104 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3984 +[2025-03-25 00:31:28,149 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0079 +[2025-03-25 00:31:28,185 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9617 +[2025-03-25 00:31:28,229 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7232 +[2025-03-25 00:31:28,254 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7576 +[2025-03-25 00:31:28,306 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6803 +[2025-03-25 00:31:28,328 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6319 +[2025-03-25 00:31:29,516 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:31:29,517 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:31:29,517 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:31:29,517 INFO hook.py line 689 3155176] wall : 0.8089 0.9380 +[2025-03-25 00:31:29,517 INFO hook.py line 689 3155176] floor : 0.9572 0.9859 +[2025-03-25 00:31:29,517 INFO hook.py line 689 3155176] cabinet : 0.5186 0.6393 +[2025-03-25 00:31:29,517 INFO hook.py line 689 3155176] bed : 0.7068 0.8084 +[2025-03-25 00:31:29,517 INFO hook.py line 689 3155176] chair : 0.8542 0.9272 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] sofa : 0.7294 0.8599 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] table : 0.6456 0.7632 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] door : 0.5664 0.7141 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] window : 0.4784 0.6137 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] bookshelf : 0.6897 0.8382 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] picture : 0.2807 0.3868 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] counter : 0.5868 0.7150 +[2025-03-25 00:31:29,518 INFO hook.py line 689 3155176] desk : 0.5446 0.7999 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] curtain : 0.6212 0.6853 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] refridgerator : 0.4701 0.4984 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] shower curtain : 0.6304 0.6978 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] toilet : 0.8602 0.9559 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] sink : 0.5457 0.6270 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] bathtub : 0.8730 0.9189 +[2025-03-25 00:31:29,519 INFO hook.py line 689 3155176] otherfurniture : 0.3261 0.3770 +[2025-03-25 00:31:29,519 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:31:29,519 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6347/0.7375/0.8633. +[2025-03-25 00:31:29,520 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:31:29,533 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:31:29,534 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:31:39,840 INFO misc.py line 135 3155176] Train result: loss: 0.2332 +[2025-03-25 00:31:39,936 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:31:47,850 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0731 +[2025-03-25 00:31:50,691 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7954 +[2025-03-25 00:31:50,723 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4832 +[2025-03-25 00:31:50,772 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8059 +[2025-03-25 00:31:50,803 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6128 +[2025-03-25 00:31:50,959 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2372 +[2025-03-25 00:31:51,006 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3871 +[2025-03-25 00:31:51,033 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2733 +[2025-03-25 00:31:51,082 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3250 +[2025-03-25 00:31:51,114 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.8288 +[2025-03-25 00:31:51,157 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6432 +[2025-03-25 00:31:51,186 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0096 +[2025-03-25 00:31:51,231 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1032 +[2025-03-25 00:31:51,264 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8102 +[2025-03-25 00:31:51,299 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0107 +[2025-03-25 00:31:51,339 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0641 +[2025-03-25 00:31:51,375 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3076 +[2025-03-25 00:31:51,405 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.8445 +[2025-03-25 00:31:51,447 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.2102 +[2025-03-25 00:31:51,480 INFO hook.py line 748 3155176] Test: [20/78] Loss 0.9846 +[2025-03-25 00:31:51,512 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2788 +[2025-03-25 00:31:51,548 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7374 +[2025-03-25 00:31:51,574 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8333 +[2025-03-25 00:31:51,615 INFO hook.py line 748 3155176] Test: [24/78] Loss 0.9944 +[2025-03-25 00:31:51,656 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.1647 +[2025-03-25 00:31:51,691 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1219 +[2025-03-25 00:31:51,739 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4767 +[2025-03-25 00:31:51,768 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6577 +[2025-03-25 00:31:51,793 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3548 +[2025-03-25 00:31:51,847 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8439 +[2025-03-25 00:31:51,902 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4736 +[2025-03-25 00:31:51,933 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4607 +[2025-03-25 00:31:51,983 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3342 +[2025-03-25 00:31:52,021 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0846 +[2025-03-25 00:31:52,054 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6890 +[2025-03-25 00:31:52,088 INFO hook.py line 748 3155176] Test: [36/78] Loss 1.0169 +[2025-03-25 00:31:52,124 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6064 +[2025-03-25 00:31:52,156 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3229 +[2025-03-25 00:31:52,213 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6621 +[2025-03-25 00:31:52,258 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0138 +[2025-03-25 00:31:52,297 INFO hook.py line 748 3155176] Test: [41/78] Loss 1.0196 +[2025-03-25 00:31:52,323 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1759 +[2025-03-25 00:31:52,355 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1065 +[2025-03-25 00:31:52,413 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5494 +[2025-03-25 00:31:52,444 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7186 +[2025-03-25 00:31:52,485 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7598 +[2025-03-25 00:31:52,521 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.9584 +[2025-03-25 00:31:52,552 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4800 +[2025-03-25 00:31:52,587 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6312 +[2025-03-25 00:31:52,624 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8293 +[2025-03-25 00:31:52,658 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.9081 +[2025-03-25 00:31:52,697 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.7948 +[2025-03-25 00:31:52,726 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.6890 +[2025-03-25 00:31:52,760 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8718 +[2025-03-25 00:31:52,797 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0365 +[2025-03-25 00:31:52,833 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3355 +[2025-03-25 00:31:52,861 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5671 +[2025-03-25 00:31:52,883 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5619 +[2025-03-25 00:31:52,918 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0440 +[2025-03-25 00:31:52,947 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4230 +[2025-03-25 00:31:52,968 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8809 +[2025-03-25 00:31:52,998 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7572 +[2025-03-25 00:31:53,029 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3069 +[2025-03-25 00:31:53,082 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6013 +[2025-03-25 00:31:53,106 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5499 +[2025-03-25 00:31:53,141 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5462 +[2025-03-25 00:31:53,175 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7026 +[2025-03-25 00:31:53,204 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.5988 +[2025-03-25 00:31:53,229 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4626 +[2025-03-25 00:31:53,279 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8642 +[2025-03-25 00:31:53,318 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0805 +[2025-03-25 00:31:53,366 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3486 +[2025-03-25 00:31:53,415 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0148 +[2025-03-25 00:31:53,452 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9265 +[2025-03-25 00:31:53,496 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7187 +[2025-03-25 00:31:53,521 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7400 +[2025-03-25 00:31:53,573 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6546 +[2025-03-25 00:31:53,596 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6402 +[2025-03-25 00:31:54,654 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:31:54,654 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:31:54,654 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:31:54,654 INFO hook.py line 689 3155176] wall : 0.8092 0.9379 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] floor : 0.9574 0.9859 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] cabinet : 0.5185 0.6394 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] bed : 0.7046 0.8073 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] chair : 0.8552 0.9275 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] sofa : 0.7290 0.8597 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] table : 0.6435 0.7621 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] door : 0.5667 0.7146 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] window : 0.4780 0.6131 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] bookshelf : 0.6879 0.8386 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] picture : 0.2814 0.3876 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] counter : 0.5869 0.7142 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] desk : 0.5444 0.8000 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] curtain : 0.6256 0.6890 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] refridgerator : 0.4639 0.4972 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] shower curtain : 0.6257 0.6959 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] toilet : 0.8596 0.9546 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] sink : 0.5457 0.6258 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] bathtub : 0.8768 0.9221 +[2025-03-25 00:31:54,655 INFO hook.py line 689 3155176] otherfurniture : 0.3274 0.3783 +[2025-03-25 00:31:54,656 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:31:54,656 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6344/0.7375/0.8633. +[2025-03-25 00:31:54,656 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:31:54,668 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:31:54,669 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:32:05,091 INFO misc.py line 135 3155176] Train result: loss: 0.2374 +[2025-03-25 00:32:05,198 INFO hook.py line 699 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:32:15,836 INFO hook.py line 748 3155176] Test: [1/78] Loss 0.0719 +[2025-03-25 00:32:16,257 INFO hook.py line 748 3155176] Test: [2/78] Loss 0.7965 +[2025-03-25 00:32:16,307 INFO hook.py line 748 3155176] Test: [3/78] Loss 0.4775 +[2025-03-25 00:32:16,361 INFO hook.py line 748 3155176] Test: [4/78] Loss 0.8045 +[2025-03-25 00:32:16,395 INFO hook.py line 748 3155176] Test: [5/78] Loss 0.6182 +[2025-03-25 00:32:16,557 INFO hook.py line 748 3155176] Test: [6/78] Loss 2.2187 +[2025-03-25 00:32:16,604 INFO hook.py line 748 3155176] Test: [7/78] Loss 0.3809 +[2025-03-25 00:32:16,628 INFO hook.py line 748 3155176] Test: [8/78] Loss 0.2763 +[2025-03-25 00:32:16,669 INFO hook.py line 748 3155176] Test: [9/78] Loss 1.3799 +[2025-03-25 00:32:16,701 INFO hook.py line 748 3155176] Test: [10/78] Loss 0.7583 +[2025-03-25 00:32:16,836 INFO hook.py line 748 3155176] Test: [11/78] Loss 0.6512 +[2025-03-25 00:32:16,871 INFO hook.py line 748 3155176] Test: [12/78] Loss 1.0368 +[2025-03-25 00:32:16,916 INFO hook.py line 748 3155176] Test: [13/78] Loss 3.1162 +[2025-03-25 00:32:16,954 INFO hook.py line 748 3155176] Test: [14/78] Loss 2.8222 +[2025-03-25 00:32:16,988 INFO hook.py line 748 3155176] Test: [15/78] Loss 2.0138 +[2025-03-25 00:32:17,029 INFO hook.py line 748 3155176] Test: [16/78] Loss 0.0630 +[2025-03-25 00:32:17,065 INFO hook.py line 748 3155176] Test: [17/78] Loss 1.3465 +[2025-03-25 00:32:17,094 INFO hook.py line 748 3155176] Test: [18/78] Loss 0.9043 +[2025-03-25 00:32:17,135 INFO hook.py line 748 3155176] Test: [19/78] Loss 1.1946 +[2025-03-25 00:32:17,166 INFO hook.py line 748 3155176] Test: [20/78] Loss 1.0119 +[2025-03-25 00:32:17,204 INFO hook.py line 748 3155176] Test: [21/78] Loss 0.2821 +[2025-03-25 00:32:17,241 INFO hook.py line 748 3155176] Test: [22/78] Loss 1.7476 +[2025-03-25 00:32:17,266 INFO hook.py line 748 3155176] Test: [23/78] Loss 0.8327 +[2025-03-25 00:32:17,307 INFO hook.py line 748 3155176] Test: [24/78] Loss 1.0095 +[2025-03-25 00:32:17,347 INFO hook.py line 748 3155176] Test: [25/78] Loss 1.2234 +[2025-03-25 00:32:17,382 INFO hook.py line 748 3155176] Test: [26/78] Loss 1.1212 +[2025-03-25 00:32:17,429 INFO hook.py line 748 3155176] Test: [27/78] Loss 1.4712 +[2025-03-25 00:32:17,459 INFO hook.py line 748 3155176] Test: [28/78] Loss 0.6554 +[2025-03-25 00:32:17,484 INFO hook.py line 748 3155176] Test: [29/78] Loss 0.3635 +[2025-03-25 00:32:17,533 INFO hook.py line 748 3155176] Test: [30/78] Loss 0.8504 +[2025-03-25 00:32:17,590 INFO hook.py line 748 3155176] Test: [31/78] Loss 0.4612 +[2025-03-25 00:32:17,621 INFO hook.py line 748 3155176] Test: [32/78] Loss 0.4825 +[2025-03-25 00:32:17,670 INFO hook.py line 748 3155176] Test: [33/78] Loss 0.3417 +[2025-03-25 00:32:17,707 INFO hook.py line 748 3155176] Test: [34/78] Loss 1.0590 +[2025-03-25 00:32:17,741 INFO hook.py line 748 3155176] Test: [35/78] Loss 0.6976 +[2025-03-25 00:32:17,774 INFO hook.py line 748 3155176] Test: [36/78] Loss 0.9757 +[2025-03-25 00:32:17,816 INFO hook.py line 748 3155176] Test: [37/78] Loss 0.6095 +[2025-03-25 00:32:17,847 INFO hook.py line 748 3155176] Test: [38/78] Loss 0.3220 +[2025-03-25 00:32:17,920 INFO hook.py line 748 3155176] Test: [39/78] Loss 1.6668 +[2025-03-25 00:32:17,961 INFO hook.py line 748 3155176] Test: [40/78] Loss 2.0450 +[2025-03-25 00:32:18,006 INFO hook.py line 748 3155176] Test: [41/78] Loss 0.9928 +[2025-03-25 00:32:18,032 INFO hook.py line 748 3155176] Test: [42/78] Loss 0.1741 +[2025-03-25 00:32:18,062 INFO hook.py line 748 3155176] Test: [43/78] Loss 0.1087 +[2025-03-25 00:32:18,116 INFO hook.py line 748 3155176] Test: [44/78] Loss 0.5402 +[2025-03-25 00:32:18,152 INFO hook.py line 748 3155176] Test: [45/78] Loss 0.7103 +[2025-03-25 00:32:18,194 INFO hook.py line 748 3155176] Test: [46/78] Loss 0.7489 +[2025-03-25 00:32:18,232 INFO hook.py line 748 3155176] Test: [47/78] Loss 1.8942 +[2025-03-25 00:32:18,278 INFO hook.py line 748 3155176] Test: [48/78] Loss 0.4821 +[2025-03-25 00:32:18,314 INFO hook.py line 748 3155176] Test: [49/78] Loss 1.6048 +[2025-03-25 00:32:18,353 INFO hook.py line 748 3155176] Test: [50/78] Loss 0.8861 +[2025-03-25 00:32:18,388 INFO hook.py line 748 3155176] Test: [51/78] Loss 1.8822 +[2025-03-25 00:32:18,420 INFO hook.py line 748 3155176] Test: [52/78] Loss 0.7997 +[2025-03-25 00:32:18,453 INFO hook.py line 748 3155176] Test: [53/78] Loss 0.7160 +[2025-03-25 00:32:18,487 INFO hook.py line 748 3155176] Test: [54/78] Loss 1.8495 +[2025-03-25 00:32:18,522 INFO hook.py line 748 3155176] Test: [55/78] Loss 0.0362 +[2025-03-25 00:32:18,559 INFO hook.py line 748 3155176] Test: [56/78] Loss 0.3407 +[2025-03-25 00:32:18,587 INFO hook.py line 748 3155176] Test: [57/78] Loss 0.5603 +[2025-03-25 00:32:18,610 INFO hook.py line 748 3155176] Test: [58/78] Loss 0.5890 +[2025-03-25 00:32:18,644 INFO hook.py line 748 3155176] Test: [59/78] Loss 1.0422 +[2025-03-25 00:32:18,673 INFO hook.py line 748 3155176] Test: [60/78] Loss 1.4134 +[2025-03-25 00:32:18,694 INFO hook.py line 748 3155176] Test: [61/78] Loss 0.8766 +[2025-03-25 00:32:18,724 INFO hook.py line 748 3155176] Test: [62/78] Loss 0.7460 +[2025-03-25 00:32:18,757 INFO hook.py line 748 3155176] Test: [63/78] Loss 1.3023 +[2025-03-25 00:32:18,809 INFO hook.py line 748 3155176] Test: [64/78] Loss 1.6334 +[2025-03-25 00:32:18,833 INFO hook.py line 748 3155176] Test: [65/78] Loss 1.5293 +[2025-03-25 00:32:18,868 INFO hook.py line 748 3155176] Test: [66/78] Loss 0.5618 +[2025-03-25 00:32:18,903 INFO hook.py line 748 3155176] Test: [67/78] Loss 0.7125 +[2025-03-25 00:32:18,932 INFO hook.py line 748 3155176] Test: [68/78] Loss 0.6024 +[2025-03-25 00:32:18,958 INFO hook.py line 748 3155176] Test: [69/78] Loss 0.4650 +[2025-03-25 00:32:19,008 INFO hook.py line 748 3155176] Test: [70/78] Loss 1.8631 +[2025-03-25 00:32:19,046 INFO hook.py line 748 3155176] Test: [71/78] Loss 1.0593 +[2025-03-25 00:32:19,093 INFO hook.py line 748 3155176] Test: [72/78] Loss 0.3760 +[2025-03-25 00:32:19,139 INFO hook.py line 748 3155176] Test: [73/78] Loss 1.0234 +[2025-03-25 00:32:19,175 INFO hook.py line 748 3155176] Test: [74/78] Loss 1.9711 +[2025-03-25 00:32:19,219 INFO hook.py line 748 3155176] Test: [75/78] Loss 0.7205 +[2025-03-25 00:32:19,244 INFO hook.py line 748 3155176] Test: [76/78] Loss 0.7518 +[2025-03-25 00:32:19,296 INFO hook.py line 748 3155176] Test: [77/78] Loss 0.6923 +[2025-03-25 00:32:19,320 INFO hook.py line 748 3155176] Test: [78/78] Loss 0.6370 +[2025-03-25 00:32:20,316 INFO hook.py line 674 3155176] ######################################## +[2025-03-25 00:32:20,316 INFO hook.py line 679 3155176] what : mIoU Acc +[2025-03-25 00:32:20,316 INFO hook.py line 680 3155176] ######################################## +[2025-03-25 00:32:20,316 INFO hook.py line 689 3155176] wall : 0.8089 0.9381 +[2025-03-25 00:32:20,316 INFO hook.py line 689 3155176] floor : 0.9575 0.9858 +[2025-03-25 00:32:20,316 INFO hook.py line 689 3155176] cabinet : 0.5187 0.6405 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] bed : 0.7039 0.8069 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] chair : 0.8535 0.9272 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] sofa : 0.7278 0.8597 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] table : 0.6450 0.7622 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] door : 0.5678 0.7138 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] window : 0.4785 0.6148 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] bookshelf : 0.6884 0.8384 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] picture : 0.2803 0.3892 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] counter : 0.5829 0.7103 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] desk : 0.5441 0.7981 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] curtain : 0.6220 0.6859 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] refridgerator : 0.4562 0.4851 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] shower curtain : 0.6289 0.6985 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] toilet : 0.8606 0.9552 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] sink : 0.5442 0.6243 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] bathtub : 0.8743 0.9198 +[2025-03-25 00:32:20,317 INFO hook.py line 689 3155176] otherfurniture : 0.3256 0.3759 +[2025-03-25 00:32:20,317 INFO hook.py line 690 3155176] ######################################## +[2025-03-25 00:32:20,317 INFO hook.py line 691 3155176] Overall: mIoU/mAcc/allAcc 0.6334/0.7365/0.8631. +[2025-03-25 00:32:20,317 INFO hook.py line 765 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-03-25 00:32:20,331 INFO misc.py line 164 3155176] Currently Best mIoU: 0.6355 +[2025-03-25 00:32:20,331 INFO misc.py line 173 3155176] Saving checkpoint to: exp/scannet/semseg-spunet-efficient-lr10/model/model_last.pth +[2025-03-25 00:32:20,871 INFO hook.py line 771 3155176] Best mIoU: 0.6355 +[2025-03-25 00:32:20,872 INFO misc.py line 259 3155176] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:32:20,872 INFO test.py line 41 3155176] => Loading config ... +[2025-03-25 00:32:20,872 INFO test.py line 53 3155176] => Building test dataset & dataloader ... +[2025-03-25 00:32:20,873 INFO defaults.py line 68 3155176] Totally 312 x 1 samples in val set. +[2025-03-25 00:32:20,873 INFO misc.py line 270 3155176] => Testing on model_best ... +[2025-03-25 00:32:21,166 INFO test.py line 119 3155176] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-03-25 00:32:31,654 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-03-25 00:32:31,673 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-03-25 00:32:31,691 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 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+[2025-03-25 00:32:32,915 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 65/109 +[2025-03-25 00:32:32,937 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 66/109 +[2025-03-25 00:32:32,958 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 67/109 +[2025-03-25 00:32:32,979 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 68/109 +[2025-03-25 00:32:33,001 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 69/109 +[2025-03-25 00:32:33,022 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 70/109 +[2025-03-25 00:32:33,043 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 71/109 +[2025-03-25 00:32:33,065 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 72/109 +[2025-03-25 00:32:33,086 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 73/109 +[2025-03-25 00:32:33,107 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 74/109 +[2025-03-25 00:32:33,129 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 75/109 +[2025-03-25 00:32:33,150 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 76/109 +[2025-03-25 00:32:33,171 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 77/109 +[2025-03-25 00:32:33,191 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 78/109 +[2025-03-25 00:32:33,212 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 79/109 +[2025-03-25 00:32:33,232 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 80/109 +[2025-03-25 00:32:33,253 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 81/109 +[2025-03-25 00:32:33,273 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 82/109 +[2025-03-25 00:32:33,294 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 83/109 +[2025-03-25 00:32:33,315 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 84/109 +[2025-03-25 00:32:33,336 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:33,521 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 96/109 +[2025-03-25 00:32:33,537 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 97/109 +[2025-03-25 00:32:33,554 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 98/109 +[2025-03-25 00:32:33,571 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 99/109 +[2025-03-25 00:32:33,586 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 100/109 +[2025-03-25 00:32:33,603 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 101/109 +[2025-03-25 00:32:33,620 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 102/109 +[2025-03-25 00:32:33,636 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 103/109 +[2025-03-25 00:32:33,651 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 104/109 +[2025-03-25 00:32:33,668 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-03-25 00:32:33,685 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-03-25 00:32:33,700 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-03-25 00:32:33,716 INFO test.py line 201 3155176] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-03-25 00:32:33,751 INFO test.py line 291 3155176] Test: scene0406_02 [1/78]-41752 Batch 2.121 (2.121) Accuracy 0.9799 (0.4872) mIoU 0.9591 (0.4796) +[2025-03-25 00:32:35,346 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-03-25 00:32:35,404 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-03-25 00:32:35,453 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-03-25 00:32:35,499 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-03-25 00:32:35,542 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 4/134 +[2025-03-25 00:32:35,583 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 5/134 +[2025-03-25 00:32:35,625 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 6/134 +[2025-03-25 00:32:35,666 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 7/134 +[2025-03-25 00:32:35,707 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 8/134 +[2025-03-25 00:32:35,750 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 9/134 +[2025-03-25 00:32:35,791 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 10/134 +[2025-03-25 00:32:35,834 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 11/134 +[2025-03-25 00:32:35,875 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 12/134 +[2025-03-25 00:32:35,909 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 13/134 +[2025-03-25 00:32:35,941 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 14/134 +[2025-03-25 00:32:36,005 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 15/134 +[2025-03-25 00:32:36,152 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 16/134 +[2025-03-25 00:32:36,354 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 17/134 +[2025-03-25 00:32:36,446 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 18/134 +[2025-03-25 00:32:36,501 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 19/134 +[2025-03-25 00:32:36,542 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 20/134 +[2025-03-25 00:32:36,577 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 21/134 +[2025-03-25 00:32:36,609 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 22/134 +[2025-03-25 00:32:36,652 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 23/134 +[2025-03-25 00:32:36,699 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 24/134 +[2025-03-25 00:32:36,731 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 25/134 +[2025-03-25 00:32:36,764 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 26/134 +[2025-03-25 00:32:36,796 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 27/134 +[2025-03-25 00:32:36,828 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 28/134 +[2025-03-25 00:32:36,861 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 29/134 +[2025-03-25 00:32:36,893 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 30/134 +[2025-03-25 00:32:36,926 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 31/134 +[2025-03-25 00:32:36,958 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 32/134 +[2025-03-25 00:32:36,990 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 33/134 +[2025-03-25 00:32:37,022 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 34/134 +[2025-03-25 00:32:37,060 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 35/134 +[2025-03-25 00:32:37,097 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 36/134 +[2025-03-25 00:32:37,136 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 37/134 +[2025-03-25 00:32:37,176 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 38/134 +[2025-03-25 00:32:37,219 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 39/134 +[2025-03-25 00:32:37,270 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 40/134 +[2025-03-25 00:32:37,310 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 41/134 +[2025-03-25 00:32:37,350 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 42/134 +[2025-03-25 00:32:37,386 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 43/134 +[2025-03-25 00:32:37,423 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 44/134 +[2025-03-25 00:32:37,461 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 45/134 +[2025-03-25 00:32:37,499 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 46/134 +[2025-03-25 00:32:37,537 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:38,766 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 58/134 +[2025-03-25 00:32:38,813 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 59/134 +[2025-03-25 00:32:38,848 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 60/134 +[2025-03-25 00:32:38,885 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 61/134 +[2025-03-25 00:32:38,918 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 62/134 +[2025-03-25 00:32:38,951 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 63/134 +[2025-03-25 00:32:38,982 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 64/134 +[2025-03-25 00:32:39,013 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 65/134 +[2025-03-25 00:32:39,045 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 66/134 +[2025-03-25 00:32:39,076 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 67/134 +[2025-03-25 00:32:39,107 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 68/134 +[2025-03-25 00:32:39,138 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 69/134 +[2025-03-25 00:32:39,169 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 70/134 +[2025-03-25 00:32:39,201 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 71/134 +[2025-03-25 00:32:39,238 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 72/134 +[2025-03-25 00:32:39,270 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 73/134 +[2025-03-25 00:32:39,301 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 74/134 +[2025-03-25 00:32:39,337 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 75/134 +[2025-03-25 00:32:39,370 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 76/134 +[2025-03-25 00:32:39,405 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 77/134 +[2025-03-25 00:32:39,440 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:39,800 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 89/134 +[2025-03-25 00:32:39,834 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 90/134 +[2025-03-25 00:32:39,868 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 91/134 +[2025-03-25 00:32:39,903 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 92/134 +[2025-03-25 00:32:39,936 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 93/134 +[2025-03-25 00:32:39,970 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 94/134 +[2025-03-25 00:32:40,003 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 95/134 +[2025-03-25 00:32:40,038 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 96/134 +[2025-03-25 00:32:40,072 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 97/134 +[2025-03-25 00:32:40,106 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-03-25 00:32:40,140 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-03-25 00:32:40,174 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-03-25 00:32:40,207 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-03-25 00:32:40,242 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 102/134 +[2025-03-25 00:32:40,275 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 103/134 +[2025-03-25 00:32:40,309 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 104/134 +[2025-03-25 00:32:40,343 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 105/134 +[2025-03-25 00:32:40,380 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 106/134 +[2025-03-25 00:32:40,414 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 107/134 +[2025-03-25 00:32:40,448 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 108/134 +[2025-03-25 00:32:40,481 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 109/134 +[2025-03-25 00:32:40,515 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 110/134 +[2025-03-25 00:32:40,548 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 111/134 +[2025-03-25 00:32:40,582 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 112/134 +[2025-03-25 00:32:40,620 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 113/134 +[2025-03-25 00:32:40,654 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 114/134 +[2025-03-25 00:32:40,688 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 115/134 +[2025-03-25 00:32:40,722 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 116/134 +[2025-03-25 00:32:40,756 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 117/134 +[2025-03-25 00:32:40,790 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 118/134 +[2025-03-25 00:32:40,824 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-03-25 00:32:40,858 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-03-25 00:32:40,893 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-03-25 00:32:40,928 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-03-25 00:32:40,966 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-03-25 00:32:41,001 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-03-25 00:32:41,038 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-03-25 00:32:41,074 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-03-25 00:32:41,109 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-03-25 00:32:41,144 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-03-25 00:32:41,180 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-03-25 00:32:41,215 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-03-25 00:32:41,250 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-03-25 00:32:41,285 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-03-25 00:32:41,320 INFO test.py line 201 3155176] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-03-25 00:32:41,544 INFO test.py line 291 3155176] Test: scene0593_00 [2/78]-211902 Batch 6.270 (4.195) Accuracy 0.8958 (0.5815) mIoU 0.4108 (0.5318) +[2025-03-25 00:32:41,579 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-03-25 00:32:41,605 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-03-25 00:32:41,633 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-03-25 00:32:41,658 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-03-25 00:32:41,684 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 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line 201 3155176] Test: 3/78-scene0356_01, Batch: 15/143 +[2025-03-25 00:32:41,996 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 16/143 +[2025-03-25 00:32:42,021 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 17/143 +[2025-03-25 00:32:42,047 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 18/143 +[2025-03-25 00:32:42,074 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 19/143 +[2025-03-25 00:32:42,100 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 20/143 +[2025-03-25 00:32:42,127 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 21/143 +[2025-03-25 00:32:42,152 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 22/143 +[2025-03-25 00:32:42,178 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 23/143 +[2025-03-25 00:32:42,206 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 24/143 +[2025-03-25 00:32:42,231 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:42,529 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 36/143 +[2025-03-25 00:32:42,556 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 37/143 +[2025-03-25 00:32:42,583 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 38/143 +[2025-03-25 00:32:42,609 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 39/143 +[2025-03-25 00:32:42,635 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 40/143 +[2025-03-25 00:32:42,662 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 41/143 +[2025-03-25 00:32:42,688 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 42/143 +[2025-03-25 00:32:42,715 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 43/143 +[2025-03-25 00:32:42,743 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 44/143 +[2025-03-25 00:32:42,769 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-03-25 00:32:42,795 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-03-25 00:32:42,821 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-03-25 00:32:42,848 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 48/143 +[2025-03-25 00:32:42,899 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 49/143 +[2025-03-25 00:32:42,946 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 50/143 +[2025-03-25 00:32:42,981 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 51/143 +[2025-03-25 00:32:43,015 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 52/143 +[2025-03-25 00:32:43,049 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 53/143 +[2025-03-25 00:32:43,106 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 54/143 +[2025-03-25 00:32:43,150 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 55/143 +[2025-03-25 00:32:43,191 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:43,642 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 67/143 +[2025-03-25 00:32:43,683 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 68/143 +[2025-03-25 00:32:43,715 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 69/143 +[2025-03-25 00:32:43,741 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 70/143 +[2025-03-25 00:32:43,768 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 71/143 +[2025-03-25 00:32:43,794 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 72/143 +[2025-03-25 00:32:43,822 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 73/143 +[2025-03-25 00:32:43,849 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 74/143 +[2025-03-25 00:32:43,875 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 75/143 +[2025-03-25 00:32:43,903 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 76/143 +[2025-03-25 00:32:43,930 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 77/143 +[2025-03-25 00:32:43,957 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 78/143 +[2025-03-25 00:32:43,982 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 79/143 +[2025-03-25 00:32:44,008 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 80/143 +[2025-03-25 00:32:44,033 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 81/143 +[2025-03-25 00:32:44,058 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 82/143 +[2025-03-25 00:32:44,084 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 83/143 +[2025-03-25 00:32:44,108 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 84/143 +[2025-03-25 00:32:44,134 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 85/143 +[2025-03-25 00:32:44,158 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 86/143 +[2025-03-25 00:32:44,185 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:44,476 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 98/143 +[2025-03-25 00:32:44,503 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 99/143 +[2025-03-25 00:32:44,529 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 100/143 +[2025-03-25 00:32:44,556 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 101/143 +[2025-03-25 00:32:44,582 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 102/143 +[2025-03-25 00:32:44,608 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 103/143 +[2025-03-25 00:32:44,633 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 104/143 +[2025-03-25 00:32:44,660 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 105/143 +[2025-03-25 00:32:44,686 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 106/143 +[2025-03-25 00:32:44,713 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-03-25 00:32:44,740 INFO 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Test: 3/78-scene0356_01, Batch: 118/143 +[2025-03-25 00:32:45,027 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 119/143 +[2025-03-25 00:32:45,053 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 120/143 +[2025-03-25 00:32:45,078 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 121/143 +[2025-03-25 00:32:45,104 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 122/143 +[2025-03-25 00:32:45,130 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 123/143 +[2025-03-25 00:32:45,156 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 124/143 +[2025-03-25 00:32:45,182 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 125/143 +[2025-03-25 00:32:45,208 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 126/143 +[2025-03-25 00:32:45,234 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 127/143 +[2025-03-25 00:32:45,260 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-03-25 00:32:45,286 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-03-25 00:32:45,312 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-03-25 00:32:45,337 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-03-25 00:32:45,364 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-03-25 00:32:45,388 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-03-25 00:32:45,414 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-03-25 00:32:45,439 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-03-25 00:32:45,464 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-03-25 00:32:45,489 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-03-25 00:32:45,521 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-03-25 00:32:45,546 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-03-25 00:32:45,571 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-03-25 00:32:45,598 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-03-25 00:32:45,624 INFO test.py line 201 3155176] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-03-25 00:32:45,733 INFO test.py line 291 3155176] Test: scene0356_01 [3/78]-96610 Batch 4.188 (4.193) Accuracy 0.9344 (0.7238) mIoU 0.5267 (0.6437) +[2025-03-25 00:32:45,769 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-03-25 00:32:45,797 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-03-25 00:32:45,824 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-03-25 00:32:45,851 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-03-25 00:32:45,879 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 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line 201 3155176] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-03-25 00:32:46,207 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-03-25 00:32:46,234 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 17/142 +[2025-03-25 00:32:46,261 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 18/142 +[2025-03-25 00:32:46,288 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 19/142 +[2025-03-25 00:32:46,315 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 20/142 +[2025-03-25 00:32:46,341 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 21/142 +[2025-03-25 00:32:46,370 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 22/142 +[2025-03-25 00:32:46,400 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 23/142 +[2025-03-25 00:32:46,435 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 24/142 +[2025-03-25 00:32:46,462 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:48,923 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 98/142 +[2025-03-25 00:32:48,953 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 99/142 +[2025-03-25 00:32:48,982 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 100/142 +[2025-03-25 00:32:49,013 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 101/142 +[2025-03-25 00:32:49,042 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 102/142 +[2025-03-25 00:32:49,072 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 103/142 +[2025-03-25 00:32:49,101 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 104/142 +[2025-03-25 00:32:49,129 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 105/142 +[2025-03-25 00:32:49,157 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 106/142 +[2025-03-25 00:32:49,186 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-03-25 00:32:49,216 INFO 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Batch: 128/142 +[2025-03-25 00:32:49,836 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-03-25 00:32:49,867 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-03-25 00:32:49,898 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-03-25 00:32:49,928 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-03-25 00:32:49,958 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-03-25 00:32:49,988 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-03-25 00:32:50,017 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-03-25 00:32:50,047 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-03-25 00:32:50,076 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-03-25 00:32:50,106 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-03-25 00:32:50,135 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-03-25 00:32:50,165 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-03-25 00:32:50,195 INFO test.py line 201 3155176] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-03-25 00:32:50,343 INFO test.py line 291 3155176] Test: scene0578_02 [4/78]-128553 Batch 4.609 (4.297) Accuracy 0.9097 (0.7060) mIoU 0.6574 (0.6556) +[2025-03-25 00:32:50,377 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-03-25 00:32:50,405 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-03-25 00:32:50,432 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-03-25 00:32:50,458 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-03-25 00:32:50,484 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-03-25 00:32:50,511 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 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line 201 3155176] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-03-25 00:32:50,838 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-03-25 00:32:50,868 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 18/113 +[2025-03-25 00:32:50,895 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 19/113 +[2025-03-25 00:32:50,921 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-03-25 00:32:50,948 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-03-25 00:32:50,975 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-03-25 00:32:51,001 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-03-25 00:32:51,026 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-03-25 00:32:51,053 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-03-25 00:32:51,081 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:51,380 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 37/113 +[2025-03-25 00:32:51,406 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 38/113 +[2025-03-25 00:32:51,432 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 39/113 +[2025-03-25 00:32:51,458 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 40/113 +[2025-03-25 00:32:51,483 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 41/113 +[2025-03-25 00:32:51,508 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 42/113 +[2025-03-25 00:32:51,531 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 43/113 +[2025-03-25 00:32:51,557 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 44/113 +[2025-03-25 00:32:51,582 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 45/113 +[2025-03-25 00:32:51,607 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 46/113 +[2025-03-25 00:32:51,631 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 47/113 +[2025-03-25 00:32:51,680 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-03-25 00:32:51,703 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 49/113 +[2025-03-25 00:32:51,741 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 50/113 +[2025-03-25 00:32:51,764 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 51/113 +[2025-03-25 00:32:51,788 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 52/113 +[2025-03-25 00:32:51,811 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 53/113 +[2025-03-25 00:32:51,835 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 54/113 +[2025-03-25 00:32:51,859 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 55/113 +[2025-03-25 00:32:51,889 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 56/113 +[2025-03-25 00:32:51,912 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:52,175 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 68/113 +[2025-03-25 00:32:52,199 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 69/113 +[2025-03-25 00:32:52,224 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 70/113 +[2025-03-25 00:32:52,247 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 71/113 +[2025-03-25 00:32:52,271 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 72/113 +[2025-03-25 00:32:52,295 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 73/113 +[2025-03-25 00:32:52,319 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 74/113 +[2025-03-25 00:32:52,343 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 75/113 +[2025-03-25 00:32:52,367 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 76/113 +[2025-03-25 00:32:52,391 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-03-25 00:32:52,422 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-03-25 00:32:52,446 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-03-25 00:32:52,471 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-03-25 00:32:52,495 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-03-25 00:32:52,519 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-03-25 00:32:52,543 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-03-25 00:32:52,567 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 84/113 +[2025-03-25 00:32:52,591 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 85/113 +[2025-03-25 00:32:52,622 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 86/113 +[2025-03-25 00:32:52,646 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 87/113 +[2025-03-25 00:32:52,677 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:52,966 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-03-25 00:32:52,989 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-03-25 00:32:53,024 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-03-25 00:32:53,051 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-03-25 00:32:53,073 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-03-25 00:32:53,097 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-03-25 00:32:53,121 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-03-25 00:32:53,143 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-03-25 00:32:53,166 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-03-25 00:32:53,190 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-03-25 00:32:53,214 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-03-25 00:32:53,238 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-03-25 00:32:53,261 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-03-25 00:32:53,285 INFO test.py line 201 3155176] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-03-25 00:32:53,390 INFO test.py line 291 3155176] Test: scene0077_01 [5/78]-90381 Batch 3.046 (4.047) Accuracy 0.9331 (0.7513) mIoU 0.6466 (0.6884) +[2025-03-25 00:32:53,418 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-03-25 00:32:53,443 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-03-25 00:32:53,468 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-03-25 00:32:53,492 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 3/121 +[2025-03-25 00:32:53,517 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 4/121 +[2025-03-25 00:32:53,540 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 5/121 +[2025-03-25 00:32:53,563 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 6/121 +[2025-03-25 00:32:53,587 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 7/121 +[2025-03-25 00:32:53,610 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 8/121 +[2025-03-25 00:32:53,634 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 9/121 +[2025-03-25 00:32:53,657 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 10/121 +[2025-03-25 00:32:53,680 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 11/121 +[2025-03-25 00:32:53,703 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 12/121 +[2025-03-25 00:32:53,727 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 13/121 +[2025-03-25 00:32:53,752 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-03-25 00:32:53,775 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-03-25 00:32:53,799 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-03-25 00:32:53,823 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 17/121 +[2025-03-25 00:32:53,846 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 18/121 +[2025-03-25 00:32:53,869 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 19/121 +[2025-03-25 00:32:53,891 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 20/121 +[2025-03-25 00:32:53,915 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 21/121 +[2025-03-25 00:32:53,940 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 22/121 +[2025-03-25 00:32:53,962 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 23/121 +[2025-03-25 00:32:53,985 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-03-25 00:32:54,008 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-03-25 00:32:54,031 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-03-25 00:32:54,054 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 27/121 +[2025-03-25 00:32:54,077 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-03-25 00:32:54,100 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-03-25 00:32:54,136 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-03-25 00:32:54,158 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 31/121 +[2025-03-25 00:32:54,181 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 32/121 +[2025-03-25 00:32:54,204 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 33/121 +[2025-03-25 00:32:54,228 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 34/121 +[2025-03-25 00:32:54,252 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 35/121 +[2025-03-25 00:32:54,276 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 36/121 +[2025-03-25 00:32:54,298 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 37/121 +[2025-03-25 00:32:54,321 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 38/121 +[2025-03-25 00:32:54,345 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 39/121 +[2025-03-25 00:32:54,368 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 40/121 +[2025-03-25 00:32:54,392 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 41/121 +[2025-03-25 00:32:54,414 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 42/121 +[2025-03-25 00:32:54,438 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 43/121 +[2025-03-25 00:32:54,462 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 44/121 +[2025-03-25 00:32:54,485 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 45/121 +[2025-03-25 00:32:54,508 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:54,760 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 57/121 +[2025-03-25 00:32:54,782 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 58/121 +[2025-03-25 00:32:54,805 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 59/121 +[2025-03-25 00:32:54,829 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 60/121 +[2025-03-25 00:32:54,853 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 61/121 +[2025-03-25 00:32:54,876 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 62/121 +[2025-03-25 00:32:54,899 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 63/121 +[2025-03-25 00:32:54,921 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 64/121 +[2025-03-25 00:32:54,949 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 65/121 +[2025-03-25 00:32:54,971 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 66/121 +[2025-03-25 00:32:54,993 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 67/121 +[2025-03-25 00:32:55,016 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 68/121 +[2025-03-25 00:32:55,037 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 69/121 +[2025-03-25 00:32:55,059 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 70/121 +[2025-03-25 00:32:55,081 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 71/121 +[2025-03-25 00:32:55,108 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 72/121 +[2025-03-25 00:32:55,130 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 73/121 +[2025-03-25 00:32:55,154 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 74/121 +[2025-03-25 00:32:55,177 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 75/121 +[2025-03-25 00:32:55,202 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 76/121 +[2025-03-25 00:32:55,225 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:55,497 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 88/121 +[2025-03-25 00:32:55,525 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 89/121 +[2025-03-25 00:32:55,550 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 90/121 +[2025-03-25 00:32:55,574 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 91/121 +[2025-03-25 00:32:55,598 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 92/121 +[2025-03-25 00:32:55,623 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 93/121 +[2025-03-25 00:32:55,646 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 94/121 +[2025-03-25 00:32:55,669 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 95/121 +[2025-03-25 00:32:55,695 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 96/121 +[2025-03-25 00:32:55,719 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 97/121 +[2025-03-25 00:32:55,743 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 98/121 +[2025-03-25 00:32:55,766 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 99/121 +[2025-03-25 00:32:55,789 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 100/121 +[2025-03-25 00:32:55,813 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 101/121 +[2025-03-25 00:32:55,836 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 102/121 +[2025-03-25 00:32:55,859 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 103/121 +[2025-03-25 00:32:55,887 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 104/121 +[2025-03-25 00:32:55,910 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 105/121 +[2025-03-25 00:32:55,942 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 106/121 +[2025-03-25 00:32:55,967 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 107/121 +[2025-03-25 00:32:55,996 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 108/121 +[2025-03-25 00:32:56,022 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 109/121 +[2025-03-25 00:32:56,046 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 110/121 +[2025-03-25 00:32:56,079 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 111/121 +[2025-03-25 00:32:56,103 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 112/121 +[2025-03-25 00:32:56,126 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 113/121 +[2025-03-25 00:32:56,150 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 114/121 +[2025-03-25 00:32:56,174 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 115/121 +[2025-03-25 00:32:56,203 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 116/121 +[2025-03-25 00:32:56,228 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 117/121 +[2025-03-25 00:32:56,251 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 118/121 +[2025-03-25 00:32:56,303 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 119/121 +[2025-03-25 00:32:56,326 INFO test.py line 201 3155176] Test: 6/78-scene0382_01, Batch: 120/121 +[2025-03-25 00:32:56,437 INFO test.py line 291 3155176] Test: scene0382_01 [6/78]-96933 Batch 3.047 (3.880) Accuracy 0.7788 (0.7361) mIoU 0.3186 (0.6466) +[2025-03-25 00:32:58,104 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-03-25 00:32:58,154 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-03-25 00:32:58,204 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-03-25 00:32:58,255 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-03-25 00:32:58,313 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-03-25 00:32:58,368 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 5/134 +[2025-03-25 00:32:58,428 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:32:58,946 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 17/134 +[2025-03-25 00:32:58,991 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 18/134 +[2025-03-25 00:32:59,037 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 19/134 +[2025-03-25 00:32:59,082 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 20/134 +[2025-03-25 00:32:59,128 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 21/134 +[2025-03-25 00:32:59,173 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 22/134 +[2025-03-25 00:32:59,219 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 23/134 +[2025-03-25 00:32:59,265 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 24/134 +[2025-03-25 00:32:59,310 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 25/134 +[2025-03-25 00:32:59,355 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 26/134 +[2025-03-25 00:32:59,401 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 27/134 +[2025-03-25 00:32:59,447 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 28/134 +[2025-03-25 00:32:59,492 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 29/134 +[2025-03-25 00:32:59,538 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 30/134 +[2025-03-25 00:32:59,584 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 31/134 +[2025-03-25 00:32:59,630 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 32/134 +[2025-03-25 00:32:59,676 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 33/134 +[2025-03-25 00:32:59,723 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 34/134 +[2025-03-25 00:32:59,768 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 35/134 +[2025-03-25 00:32:59,814 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 36/134 +[2025-03-25 00:32:59,862 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:00,379 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 48/134 +[2025-03-25 00:33:00,425 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 49/134 +[2025-03-25 00:33:00,472 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 50/134 +[2025-03-25 00:33:00,517 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 51/134 +[2025-03-25 00:33:00,563 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 52/134 +[2025-03-25 00:33:00,608 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 53/134 +[2025-03-25 00:33:00,665 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 54/134 +[2025-03-25 00:33:00,710 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 55/134 +[2025-03-25 00:33:00,757 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 56/134 +[2025-03-25 00:33:00,804 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 57/134 +[2025-03-25 00:33:00,851 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 58/134 +[2025-03-25 00:33:00,897 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 59/134 +[2025-03-25 00:33:00,956 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 60/134 +[2025-03-25 00:33:01,012 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 61/134 +[2025-03-25 00:33:01,069 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 62/134 +[2025-03-25 00:33:01,136 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 63/134 +[2025-03-25 00:33:01,196 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 64/134 +[2025-03-25 00:33:01,257 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 65/134 +[2025-03-25 00:33:01,318 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 66/134 +[2025-03-25 00:33:01,378 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 67/134 +[2025-03-25 00:33:01,435 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:01,961 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 79/134 +[2025-03-25 00:33:02,011 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 80/134 +[2025-03-25 00:33:02,060 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 81/134 +[2025-03-25 00:33:02,111 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 82/134 +[2025-03-25 00:33:02,161 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 83/134 +[2025-03-25 00:33:02,209 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 84/134 +[2025-03-25 00:33:02,257 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 85/134 +[2025-03-25 00:33:02,305 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 86/134 +[2025-03-25 00:33:02,353 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 87/134 +[2025-03-25 00:33:02,422 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 88/134 +[2025-03-25 00:33:02,474 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 89/134 +[2025-03-25 00:33:02,524 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 90/134 +[2025-03-25 00:33:02,575 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 91/134 +[2025-03-25 00:33:02,626 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 92/134 +[2025-03-25 00:33:02,676 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 93/134 +[2025-03-25 00:33:02,729 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 94/134 +[2025-03-25 00:33:02,781 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 95/134 +[2025-03-25 00:33:02,832 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 96/134 +[2025-03-25 00:33:02,883 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 97/134 +[2025-03-25 00:33:02,935 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 98/134 +[2025-03-25 00:33:02,986 INFO test.py line 201 3155176] Test: 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00:33:04,041 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-03-25 00:33:04,088 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-03-25 00:33:04,134 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-03-25 00:33:04,181 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-03-25 00:33:04,226 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-03-25 00:33:04,270 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-03-25 00:33:04,316 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-03-25 00:33:04,361 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-03-25 00:33:04,407 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-03-25 00:33:04,452 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-03-25 00:33:04,497 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-03-25 00:33:04,545 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-03-25 00:33:04,589 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-03-25 00:33:04,634 INFO test.py line 201 3155176] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-03-25 00:33:05,008 INFO test.py line 291 3155176] Test: scene0653_01 [7/78]-331565 Batch 6.964 (4.321) Accuracy 0.9242 (0.7474) mIoU 0.5494 (0.6602) +[2025-03-25 00:33:05,036 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-03-25 00:33:05,057 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-03-25 00:33:05,077 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-03-25 00:33:05,097 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-03-25 00:33:05,117 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 4/113 +[2025-03-25 00:33:05,137 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+[2025-03-25 00:33:05,565 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 26/113 +[2025-03-25 00:33:05,586 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 27/113 +[2025-03-25 00:33:05,606 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 28/113 +[2025-03-25 00:33:05,626 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 29/113 +[2025-03-25 00:33:05,646 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 30/113 +[2025-03-25 00:33:05,666 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 31/113 +[2025-03-25 00:33:05,688 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-03-25 00:33:05,709 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-03-25 00:33:05,729 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-03-25 00:33:05,753 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-03-25 00:33:05,774 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-03-25 00:33:05,797 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-03-25 00:33:05,820 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 38/113 +[2025-03-25 00:33:05,843 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 39/113 +[2025-03-25 00:33:05,865 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 40/113 +[2025-03-25 00:33:05,887 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 41/113 +[2025-03-25 00:33:05,910 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 42/113 +[2025-03-25 00:33:05,932 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 43/113 +[2025-03-25 00:33:05,955 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 44/113 +[2025-03-25 00:33:05,977 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 45/113 +[2025-03-25 00:33:06,000 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:06,259 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-03-25 00:33:06,283 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-03-25 00:33:06,307 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-03-25 00:33:06,330 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-03-25 00:33:06,354 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-03-25 00:33:06,377 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-03-25 00:33:06,417 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-03-25 00:33:06,493 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-03-25 00:33:06,540 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-03-25 00:33:06,584 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-03-25 00:33:06,614 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-03-25 00:33:06,651 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-03-25 00:33:06,686 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 69/113 +[2025-03-25 00:33:06,728 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 70/113 +[2025-03-25 00:33:06,761 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 71/113 +[2025-03-25 00:33:06,794 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 72/113 +[2025-03-25 00:33:06,850 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 73/113 +[2025-03-25 00:33:06,903 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 74/113 +[2025-03-25 00:33:06,943 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 75/113 +[2025-03-25 00:33:06,983 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 76/113 +[2025-03-25 00:33:07,020 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:07,281 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-03-25 00:33:07,304 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-03-25 00:33:07,325 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-03-25 00:33:07,353 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-03-25 00:33:07,375 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-03-25 00:33:07,394 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-03-25 00:33:07,417 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-03-25 00:33:07,437 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-03-25 00:33:07,458 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-03-25 00:33:07,479 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-03-25 00:33:07,500 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-03-25 00:33:07,521 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-03-25 00:33:07,543 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 100/113 +[2025-03-25 00:33:07,565 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 101/113 +[2025-03-25 00:33:07,586 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 102/113 +[2025-03-25 00:33:07,607 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 103/113 +[2025-03-25 00:33:07,628 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 104/113 +[2025-03-25 00:33:07,649 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-03-25 00:33:07,669 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-03-25 00:33:07,689 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-03-25 00:33:07,710 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-03-25 00:33:07,730 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-03-25 00:33:07,750 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-03-25 00:33:07,771 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-03-25 00:33:07,792 INFO test.py line 201 3155176] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-03-25 00:33:07,842 INFO test.py line 291 3155176] Test: scene0684_00 [8/78]-41364 Batch 2.834 (4.135) Accuracy 0.9661 (0.7498) mIoU 0.7638 (0.6641) +[2025-03-25 00:33:07,879 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-03-25 00:33:07,910 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-03-25 00:33:07,942 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-03-25 00:33:07,972 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-03-25 00:33:08,004 INFO test.py line 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+[2025-03-25 00:33:09,294 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 46/130 +[2025-03-25 00:33:09,326 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 47/130 +[2025-03-25 00:33:09,359 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-03-25 00:33:09,390 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-03-25 00:33:09,430 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-03-25 00:33:09,462 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-03-25 00:33:09,493 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-03-25 00:33:09,525 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-03-25 00:33:09,566 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-03-25 00:33:09,598 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-03-25 00:33:09,630 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-03-25 00:33:09,661 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-03-25 00:33:09,693 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-03-25 00:33:09,724 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-03-25 00:33:09,756 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-03-25 00:33:09,788 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-03-25 00:33:09,820 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-03-25 00:33:09,853 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-03-25 00:33:09,886 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-03-25 00:33:09,918 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 65/130 +[2025-03-25 00:33:09,960 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:10,332 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 77/130 +[2025-03-25 00:33:10,364 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 78/130 +[2025-03-25 00:33:10,396 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-03-25 00:33:10,437 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-03-25 00:33:10,469 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-03-25 00:33:10,501 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-03-25 00:33:10,535 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-03-25 00:33:10,572 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-03-25 00:33:10,608 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-03-25 00:33:10,642 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-03-25 00:33:10,676 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-03-25 00:33:10,711 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-03-25 00:33:10,746 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-03-25 00:33:10,780 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-03-25 00:33:10,815 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-03-25 00:33:10,849 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-03-25 00:33:10,883 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-03-25 00:33:10,918 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-03-25 00:33:10,953 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-03-25 00:33:10,988 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 96/130 +[2025-03-25 00:33:11,023 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:11,421 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 108/130 +[2025-03-25 00:33:11,455 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 109/130 +[2025-03-25 00:33:11,498 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 110/130 +[2025-03-25 00:33:11,538 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 111/130 +[2025-03-25 00:33:11,574 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 112/130 +[2025-03-25 00:33:11,608 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 113/130 +[2025-03-25 00:33:11,643 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-03-25 00:33:11,680 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-03-25 00:33:11,714 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-03-25 00:33:11,759 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-03-25 00:33:11,794 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-03-25 00:33:11,827 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-03-25 00:33:11,861 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-03-25 00:33:11,894 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-03-25 00:33:11,928 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-03-25 00:33:11,962 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-03-25 00:33:11,994 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-03-25 00:33:12,028 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-03-25 00:33:12,062 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-03-25 00:33:12,094 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-03-25 00:33:12,135 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-03-25 00:33:12,175 INFO test.py line 201 3155176] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-03-25 00:33:12,393 INFO test.py line 291 3155176] Test: scene0257_00 [9/78]-180928 Batch 4.551 (4.181) Accuracy 0.8291 (0.7228) mIoU 0.2353 (0.6311) +[2025-03-25 00:33:12,426 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-03-25 00:33:12,451 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-03-25 00:33:12,478 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-03-25 00:33:12,504 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-03-25 00:33:12,530 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-03-25 00:33:12,557 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-03-25 00:33:12,584 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-03-25 00:33:12,611 INFO 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Batch: 109/130 +[2025-03-25 00:33:15,782 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 110/130 +[2025-03-25 00:33:15,813 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 111/130 +[2025-03-25 00:33:15,844 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 112/130 +[2025-03-25 00:33:15,874 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 113/130 +[2025-03-25 00:33:15,907 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 114/130 +[2025-03-25 00:33:15,939 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 115/130 +[2025-03-25 00:33:15,980 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 116/130 +[2025-03-25 00:33:16,014 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 117/130 +[2025-03-25 00:33:16,045 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 118/130 +[2025-03-25 00:33:16,077 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-03-25 00:33:16,111 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-03-25 00:33:16,142 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-03-25 00:33:16,174 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-03-25 00:33:16,209 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-03-25 00:33:16,241 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-03-25 00:33:16,275 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-03-25 00:33:16,311 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-03-25 00:33:16,344 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-03-25 00:33:16,377 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-03-25 00:33:16,402 INFO test.py line 201 3155176] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-03-25 00:33:16,512 INFO test.py line 291 3155176] Test: scene0164_01 [10/78]-88073 Batch 4.118 (4.175) Accuracy 0.8762 (0.7727) mIoU 0.6623 (0.6930) +[2025-03-25 00:33:16,566 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-03-25 00:33:16,614 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-03-25 00:33:16,658 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-03-25 00:33:16,707 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-03-25 00:33:16,751 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-03-25 00:33:16,795 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-03-25 00:33:16,860 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-03-25 00:33:16,923 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 7/130 +[2025-03-25 00:33:16,966 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 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INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 19/130 +[2025-03-25 00:33:17,499 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 20/130 +[2025-03-25 00:33:17,544 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 21/130 +[2025-03-25 00:33:17,588 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 22/130 +[2025-03-25 00:33:17,631 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 23/130 +[2025-03-25 00:33:17,676 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 24/130 +[2025-03-25 00:33:17,719 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 25/130 +[2025-03-25 00:33:17,762 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 26/130 +[2025-03-25 00:33:17,806 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 27/130 +[2025-03-25 00:33:17,851 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 28/130 +[2025-03-25 00:33:17,896 INFO test.py line 201 3155176] 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line 201 3155176] Test: 11/78-scene0030_00, Batch: 101/130 +[2025-03-25 00:33:21,342 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 102/130 +[2025-03-25 00:33:21,388 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 103/130 +[2025-03-25 00:33:21,434 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 104/130 +[2025-03-25 00:33:21,480 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 105/130 +[2025-03-25 00:33:21,526 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 106/130 +[2025-03-25 00:33:21,572 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 107/130 +[2025-03-25 00:33:21,619 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 108/130 +[2025-03-25 00:33:21,669 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 109/130 +[2025-03-25 00:33:21,716 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 110/130 +[2025-03-25 00:33:21,762 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 111/130 +[2025-03-25 00:33:21,817 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 112/130 +[2025-03-25 00:33:21,863 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 113/130 +[2025-03-25 00:33:21,909 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 114/130 +[2025-03-25 00:33:21,956 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 115/130 +[2025-03-25 00:33:22,001 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 116/130 +[2025-03-25 00:33:22,047 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 117/130 +[2025-03-25 00:33:22,094 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 118/130 +[2025-03-25 00:33:22,140 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 119/130 +[2025-03-25 00:33:22,184 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 120/130 +[2025-03-25 00:33:22,228 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 121/130 +[2025-03-25 00:33:22,273 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 122/130 +[2025-03-25 00:33:22,321 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 123/130 +[2025-03-25 00:33:22,365 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 124/130 +[2025-03-25 00:33:22,412 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 125/130 +[2025-03-25 00:33:22,455 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 126/130 +[2025-03-25 00:33:22,497 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 127/130 +[2025-03-25 00:33:22,539 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 128/130 +[2025-03-25 00:33:22,581 INFO test.py line 201 3155176] Test: 11/78-scene0030_00, Batch: 129/130 +[2025-03-25 00:33:22,913 INFO test.py line 291 3155176] Test: scene0030_00 [11/78]-293811 Batch 6.401 (4.377) Accuracy 0.9159 (0.8274) mIoU 0.4476 (0.7424) +[2025-03-25 00:33:22,949 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-03-25 00:33:22,988 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-03-25 00:33:23,016 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-03-25 00:33:23,045 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-03-25 00:33:23,072 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-03-25 00:33:23,100 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-03-25 00:33:23,137 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-03-25 00:33:23,164 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-03-25 00:33:23,191 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-03-25 00:33:23,218 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-03-25 00:33:23,245 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 10/143 +[2025-03-25 00:33:23,272 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 11/143 +[2025-03-25 00:33:23,300 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 12/143 +[2025-03-25 00:33:23,328 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 13/143 +[2025-03-25 00:33:23,355 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 14/143 +[2025-03-25 00:33:23,384 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 15/143 +[2025-03-25 00:33:23,411 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 16/143 +[2025-03-25 00:33:23,439 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 17/143 +[2025-03-25 00:33:23,468 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 18/143 +[2025-03-25 00:33:23,495 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 19/143 +[2025-03-25 00:33:23,522 INFO test.py line 201 3155176] Test: 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Batch: 112/143 +[2025-03-25 00:33:26,307 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 113/143 +[2025-03-25 00:33:26,336 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 114/143 +[2025-03-25 00:33:26,364 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 115/143 +[2025-03-25 00:33:26,392 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 116/143 +[2025-03-25 00:33:26,419 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 117/143 +[2025-03-25 00:33:26,450 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 118/143 +[2025-03-25 00:33:26,479 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 119/143 +[2025-03-25 00:33:26,507 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 120/143 +[2025-03-25 00:33:26,535 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 121/143 +[2025-03-25 00:33:26,563 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 122/143 +[2025-03-25 00:33:26,590 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 123/143 +[2025-03-25 00:33:26,617 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 124/143 +[2025-03-25 00:33:26,646 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 125/143 +[2025-03-25 00:33:26,675 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 126/143 +[2025-03-25 00:33:26,705 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 127/143 +[2025-03-25 00:33:26,734 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 128/143 +[2025-03-25 00:33:26,762 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 129/143 +[2025-03-25 00:33:26,790 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 130/143 +[2025-03-25 00:33:26,818 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 131/143 +[2025-03-25 00:33:26,846 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 132/143 +[2025-03-25 00:33:26,873 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 133/143 +[2025-03-25 00:33:26,905 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 134/143 +[2025-03-25 00:33:26,934 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 135/143 +[2025-03-25 00:33:26,962 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 136/143 +[2025-03-25 00:33:26,989 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 137/143 +[2025-03-25 00:33:27,016 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 138/143 +[2025-03-25 00:33:27,043 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 139/143 +[2025-03-25 00:33:27,071 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 140/143 +[2025-03-25 00:33:27,098 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 141/143 +[2025-03-25 00:33:27,125 INFO test.py line 201 3155176] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-03-25 00:33:27,274 INFO test.py line 291 3155176] Test: scene0088_01 [12/78]-145650 Batch 4.360 (4.376) Accuracy 0.7880 (0.8266) mIoU 0.5344 (0.7375) +[2025-03-25 00:33:27,304 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-03-25 00:33:27,329 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-03-25 00:33:27,354 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-03-25 00:33:27,379 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-03-25 00:33:27,404 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-03-25 00:33:27,429 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-03-25 00:33:27,457 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-03-25 00:33:27,481 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 7/134 +[2025-03-25 00:33:27,505 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 8/134 +[2025-03-25 00:33:27,529 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 9/134 +[2025-03-25 00:33:27,553 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 10/134 +[2025-03-25 00:33:27,578 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 11/134 +[2025-03-25 00:33:27,601 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 12/134 +[2025-03-25 00:33:27,626 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 13/134 +[2025-03-25 00:33:27,650 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 14/134 +[2025-03-25 00:33:27,674 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 15/134 +[2025-03-25 00:33:27,699 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 16/134 +[2025-03-25 00:33:27,724 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 17/134 +[2025-03-25 00:33:27,749 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 18/134 +[2025-03-25 00:33:27,774 INFO 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Test: 13/78-scene0690_01, Batch: 29/134 +[2025-03-25 00:33:28,048 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 30/134 +[2025-03-25 00:33:28,073 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 31/134 +[2025-03-25 00:33:28,097 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 32/134 +[2025-03-25 00:33:28,121 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 33/134 +[2025-03-25 00:33:28,144 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 34/134 +[2025-03-25 00:33:28,169 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 35/134 +[2025-03-25 00:33:28,194 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 36/134 +[2025-03-25 00:33:28,218 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 37/134 +[2025-03-25 00:33:28,242 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 38/134 +[2025-03-25 00:33:28,267 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, 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00:33:28,581 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 50/134 +[2025-03-25 00:33:28,608 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 51/134 +[2025-03-25 00:33:28,644 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 52/134 +[2025-03-25 00:33:28,671 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 53/134 +[2025-03-25 00:33:28,698 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 54/134 +[2025-03-25 00:33:28,724 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 55/134 +[2025-03-25 00:33:28,759 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 56/134 +[2025-03-25 00:33:28,786 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 57/134 +[2025-03-25 00:33:28,812 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 58/134 +[2025-03-25 00:33:28,848 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 59/134 +[2025-03-25 00:33:28,876 INFO test.py line 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line 201 3155176] Test: 13/78-scene0690_01, Batch: 101/134 +[2025-03-25 00:33:30,383 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 102/134 +[2025-03-25 00:33:30,414 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 103/134 +[2025-03-25 00:33:30,456 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 104/134 +[2025-03-25 00:33:30,484 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 105/134 +[2025-03-25 00:33:30,514 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 106/134 +[2025-03-25 00:33:30,542 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 107/134 +[2025-03-25 00:33:30,571 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 108/134 +[2025-03-25 00:33:30,601 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 109/134 +[2025-03-25 00:33:30,633 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 110/134 +[2025-03-25 00:33:30,662 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 111/134 +[2025-03-25 00:33:30,692 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 112/134 +[2025-03-25 00:33:30,724 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 113/134 +[2025-03-25 00:33:30,753 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 114/134 +[2025-03-25 00:33:30,783 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 115/134 +[2025-03-25 00:33:30,814 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 116/134 +[2025-03-25 00:33:30,845 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 117/134 +[2025-03-25 00:33:30,876 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 118/134 +[2025-03-25 00:33:30,907 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 119/134 +[2025-03-25 00:33:30,937 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 120/134 +[2025-03-25 00:33:30,968 INFO test.py line 201 3155176] Test: 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Batch: 131/134 +[2025-03-25 00:33:31,312 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-03-25 00:33:31,341 INFO test.py line 201 3155176] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-03-25 00:33:31,463 INFO test.py line 291 3155176] Test: scene0690_01 [13/78]-109935 Batch 4.189 (4.361) Accuracy 0.6496 (0.8149) mIoU 0.4036 (0.7250) +[2025-03-25 00:33:31,503 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-03-25 00:33:31,532 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-03-25 00:33:31,562 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-03-25 00:33:31,602 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-03-25 00:33:31,638 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-03-25 00:33:31,668 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 5/126 +[2025-03-25 00:33:31,698 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 6/126 +[2025-03-25 00:33:31,730 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 7/126 +[2025-03-25 00:33:31,760 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 8/126 +[2025-03-25 00:33:31,791 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 9/126 +[2025-03-25 00:33:31,822 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 10/126 +[2025-03-25 00:33:31,852 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 11/126 +[2025-03-25 00:33:31,883 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 12/126 +[2025-03-25 00:33:31,914 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 13/126 +[2025-03-25 00:33:31,945 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 14/126 +[2025-03-25 00:33:31,976 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 15/126 +[2025-03-25 00:33:32,012 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 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00:33:35,361 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 109/126 +[2025-03-25 00:33:35,395 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 110/126 +[2025-03-25 00:33:35,422 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-03-25 00:33:35,450 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-03-25 00:33:35,478 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-03-25 00:33:35,507 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-03-25 00:33:35,536 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-03-25 00:33:35,564 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-03-25 00:33:35,591 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-03-25 00:33:35,618 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-03-25 00:33:35,653 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-03-25 00:33:35,681 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-03-25 00:33:35,709 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-03-25 00:33:35,737 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-03-25 00:33:35,764 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-03-25 00:33:35,791 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-03-25 00:33:35,818 INFO test.py line 201 3155176] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-03-25 00:33:35,983 INFO test.py line 291 3155176] Test: scene0598_00 [14/78]-145562 Batch 4.519 (4.373) Accuracy 0.7108 (0.8093) mIoU 0.3430 (0.7170) +[2025-03-25 00:33:36,017 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-03-25 00:33:36,043 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 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+[2025-03-25 00:33:39,658 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 125/138 +[2025-03-25 00:33:39,691 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 126/138 +[2025-03-25 00:33:39,723 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-03-25 00:33:39,753 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-03-25 00:33:39,782 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-03-25 00:33:39,811 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 130/138 +[2025-03-25 00:33:39,839 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 131/138 +[2025-03-25 00:33:39,867 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 132/138 +[2025-03-25 00:33:39,904 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 133/138 +[2025-03-25 00:33:39,933 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 134/138 +[2025-03-25 00:33:39,961 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 135/138 +[2025-03-25 00:33:39,991 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 136/138 +[2025-03-25 00:33:40,019 INFO test.py line 201 3155176] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-03-25 00:33:40,175 INFO test.py line 291 3155176] Test: scene0695_00 [15/78]-133418 Batch 4.191 (4.361) Accuracy 0.7293 (0.7864) mIoU 0.3793 (0.6866) +[2025-03-25 00:33:40,211 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-03-25 00:33:40,246 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-03-25 00:33:40,273 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-03-25 00:33:40,299 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-03-25 00:33:40,325 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 4/122 +[2025-03-25 00:33:40,351 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, 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00:33:43,156 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 98/122 +[2025-03-25 00:33:43,182 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 99/122 +[2025-03-25 00:33:43,207 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 100/122 +[2025-03-25 00:33:43,237 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 101/122 +[2025-03-25 00:33:43,263 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 102/122 +[2025-03-25 00:33:43,290 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 103/122 +[2025-03-25 00:33:43,315 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 104/122 +[2025-03-25 00:33:43,347 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 105/122 +[2025-03-25 00:33:43,374 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 106/122 +[2025-03-25 00:33:43,400 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 107/122 +[2025-03-25 00:33:43,426 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 108/122 +[2025-03-25 00:33:43,451 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 109/122 +[2025-03-25 00:33:43,477 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-03-25 00:33:43,503 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-03-25 00:33:43,528 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-03-25 00:33:43,552 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-03-25 00:33:43,583 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-03-25 00:33:43,623 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-03-25 00:33:43,669 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-03-25 00:33:43,713 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-03-25 00:33:43,757 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-03-25 00:33:43,800 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-03-25 00:33:43,840 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-03-25 00:33:43,881 INFO test.py line 201 3155176] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-03-25 00:33:43,988 INFO test.py line 291 3155176] Test: scene0342_00 [16/78]-89958 Batch 3.812 (4.326) Accuracy 0.9899 (0.7873) mIoU 0.6577 (0.6879) +[2025-03-25 00:33:44,073 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-03-25 00:33:44,145 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-03-25 00:33:44,209 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-03-25 00:33:44,261 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-03-25 00:33:44,311 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 4/152 +[2025-03-25 00:33:44,360 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 5/152 +[2025-03-25 00:33:44,420 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 6/152 +[2025-03-25 00:33:44,483 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 7/152 +[2025-03-25 00:33:44,542 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 8/152 +[2025-03-25 00:33:44,581 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 9/152 +[2025-03-25 00:33:44,620 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 10/152 +[2025-03-25 00:33:44,657 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 11/152 +[2025-03-25 00:33:44,697 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 12/152 +[2025-03-25 00:33:44,736 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 13/152 +[2025-03-25 00:33:44,774 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 14/152 +[2025-03-25 00:33:44,812 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 15/152 +[2025-03-25 00:33:44,850 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 16/152 +[2025-03-25 00:33:44,889 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 17/152 +[2025-03-25 00:33:44,927 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 18/152 +[2025-03-25 00:33:44,966 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 19/152 +[2025-03-25 00:33:45,004 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 20/152 +[2025-03-25 00:33:45,043 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 21/152 +[2025-03-25 00:33:45,082 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 22/152 +[2025-03-25 00:33:45,122 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 23/152 +[2025-03-25 00:33:45,161 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 24/152 +[2025-03-25 00:33:45,199 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:33:49,139 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 128/152 +[2025-03-25 00:33:49,178 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 129/152 +[2025-03-25 00:33:49,217 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 130/152 +[2025-03-25 00:33:49,256 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 131/152 +[2025-03-25 00:33:49,294 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 132/152 +[2025-03-25 00:33:49,333 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 133/152 +[2025-03-25 00:33:49,372 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-03-25 00:33:49,410 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-03-25 00:33:49,451 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-03-25 00:33:49,492 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 137/152 +[2025-03-25 00:33:49,542 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 138/152 +[2025-03-25 00:33:49,590 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 139/152 +[2025-03-25 00:33:49,630 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 140/152 +[2025-03-25 00:33:49,669 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 141/152 +[2025-03-25 00:33:49,720 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 142/152 +[2025-03-25 00:33:49,779 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 143/152 +[2025-03-25 00:33:49,822 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 144/152 +[2025-03-25 00:33:49,860 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 145/152 +[2025-03-25 00:33:49,900 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 146/152 +[2025-03-25 00:33:49,938 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 147/152 +[2025-03-25 00:33:49,976 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 148/152 +[2025-03-25 00:33:50,013 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 149/152 +[2025-03-25 00:33:50,056 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 150/152 +[2025-03-25 00:33:50,102 INFO test.py line 201 3155176] Test: 17/78-scene0618_00, Batch: 151/152 +[2025-03-25 00:33:50,375 INFO test.py line 291 3155176] Test: scene0618_00 [17/78]-232740 Batch 6.386 (4.447) Accuracy 0.8572 (0.7718) mIoU 0.3954 (0.6741) +[2025-03-25 00:33:50,419 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 0/139 +[2025-03-25 00:33:50,460 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 1/139 +[2025-03-25 00:33:50,502 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 2/139 +[2025-03-25 00:33:50,536 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 3/139 +[2025-03-25 00:33:50,585 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 4/139 +[2025-03-25 00:33:50,632 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 5/139 +[2025-03-25 00:33:50,679 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 6/139 +[2025-03-25 00:33:50,723 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 7/139 +[2025-03-25 00:33:50,773 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 8/139 +[2025-03-25 00:33:50,822 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 9/139 +[2025-03-25 00:33:50,867 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 10/139 +[2025-03-25 00:33:50,917 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 11/139 +[2025-03-25 00:33:50,967 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 12/139 +[2025-03-25 00:33:51,022 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 13/139 +[2025-03-25 00:33:51,072 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 14/139 +[2025-03-25 00:33:51,117 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 15/139 +[2025-03-25 00:33:51,163 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 16/139 +[2025-03-25 00:33:51,197 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 17/139 +[2025-03-25 00:33:51,231 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 18/139 +[2025-03-25 00:33:51,264 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 19/139 +[2025-03-25 00:33:51,297 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 20/139 +[2025-03-25 00:33:51,331 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 21/139 +[2025-03-25 00:33:51,374 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 22/139 +[2025-03-25 00:33:51,406 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 23/139 +[2025-03-25 00:33:51,439 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 24/139 +[2025-03-25 00:33:51,472 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 25/139 +[2025-03-25 00:33:51,512 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 26/139 +[2025-03-25 00:33:51,546 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 27/139 +[2025-03-25 00:33:51,579 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 28/139 +[2025-03-25 00:33:51,612 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 29/139 +[2025-03-25 00:33:51,646 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 30/139 +[2025-03-25 00:33:51,677 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 31/139 +[2025-03-25 00:33:51,710 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 32/139 +[2025-03-25 00:33:51,745 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 33/139 +[2025-03-25 00:33:51,777 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 34/139 +[2025-03-25 00:33:51,810 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, 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00:33:52,187 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 46/139 +[2025-03-25 00:33:52,221 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 47/139 +[2025-03-25 00:33:52,255 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 48/139 +[2025-03-25 00:33:52,288 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 49/139 +[2025-03-25 00:33:52,321 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 50/139 +[2025-03-25 00:33:52,354 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 51/139 +[2025-03-25 00:33:52,386 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 52/139 +[2025-03-25 00:33:52,418 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 53/139 +[2025-03-25 00:33:52,451 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 54/139 +[2025-03-25 00:33:52,482 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 55/139 +[2025-03-25 00:33:52,513 INFO test.py line 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00:33:53,814 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 87/139 +[2025-03-25 00:33:53,846 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 88/139 +[2025-03-25 00:33:53,878 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 89/139 +[2025-03-25 00:33:53,912 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 90/139 +[2025-03-25 00:33:53,946 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 91/139 +[2025-03-25 00:33:53,979 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 92/139 +[2025-03-25 00:33:54,012 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 93/139 +[2025-03-25 00:33:54,043 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 94/139 +[2025-03-25 00:33:54,076 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 95/139 +[2025-03-25 00:33:54,110 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 96/139 +[2025-03-25 00:33:54,145 INFO test.py line 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Batch: 117/139 +[2025-03-25 00:33:54,856 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 118/139 +[2025-03-25 00:33:54,889 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 119/139 +[2025-03-25 00:33:54,920 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 120/139 +[2025-03-25 00:33:54,952 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 121/139 +[2025-03-25 00:33:54,985 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 122/139 +[2025-03-25 00:33:55,017 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 123/139 +[2025-03-25 00:33:55,051 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 124/139 +[2025-03-25 00:33:55,083 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 125/139 +[2025-03-25 00:33:55,115 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 126/139 +[2025-03-25 00:33:55,148 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-03-25 00:33:55,179 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-03-25 00:33:55,209 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-03-25 00:33:55,264 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-03-25 00:33:55,295 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-03-25 00:33:55,326 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-03-25 00:33:55,356 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-03-25 00:33:55,387 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-03-25 00:33:55,419 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-03-25 00:33:55,449 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-03-25 00:33:55,480 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-03-25 00:33:55,511 INFO test.py line 201 3155176] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-03-25 00:33:55,678 INFO test.py line 291 3155176] Test: scene0695_02 [18/78]-157025 Batch 5.302 (4.495) Accuracy 0.8537 (0.7799) mIoU 0.4392 (0.6818) +[2025-03-25 00:33:55,727 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-03-25 00:33:55,765 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-03-25 00:33:55,803 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-03-25 00:33:55,853 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-03-25 00:33:55,895 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-03-25 00:33:55,933 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-03-25 00:33:55,971 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 6/156 +[2025-03-25 00:33:56,017 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, 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00:33:56,442 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 18/156 +[2025-03-25 00:33:56,480 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 19/156 +[2025-03-25 00:33:56,519 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 20/156 +[2025-03-25 00:33:56,558 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 21/156 +[2025-03-25 00:33:56,596 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 22/156 +[2025-03-25 00:33:56,635 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 23/156 +[2025-03-25 00:33:56,673 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 24/156 +[2025-03-25 00:33:56,712 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 25/156 +[2025-03-25 00:33:56,749 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 26/156 +[2025-03-25 00:33:56,787 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 27/156 +[2025-03-25 00:33:56,824 INFO test.py line 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00:33:59,831 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 100/156 +[2025-03-25 00:33:59,874 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 101/156 +[2025-03-25 00:33:59,917 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 102/156 +[2025-03-25 00:33:59,960 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 103/156 +[2025-03-25 00:34:00,009 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 104/156 +[2025-03-25 00:34:00,051 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 105/156 +[2025-03-25 00:34:00,094 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 106/156 +[2025-03-25 00:34:00,136 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 107/156 +[2025-03-25 00:34:00,179 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 108/156 +[2025-03-25 00:34:00,221 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 109/156 +[2025-03-25 00:34:00,265 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 110/156 +[2025-03-25 00:34:00,308 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 111/156 +[2025-03-25 00:34:00,350 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 112/156 +[2025-03-25 00:34:00,405 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 113/156 +[2025-03-25 00:34:00,457 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 114/156 +[2025-03-25 00:34:00,516 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 115/156 +[2025-03-25 00:34:00,560 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 116/156 +[2025-03-25 00:34:00,603 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 117/156 +[2025-03-25 00:34:00,647 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 118/156 +[2025-03-25 00:34:00,689 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 119/156 +[2025-03-25 00:34:00,730 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 120/156 +[2025-03-25 00:34:00,771 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 121/156 +[2025-03-25 00:34:00,814 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 122/156 +[2025-03-25 00:34:00,855 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 123/156 +[2025-03-25 00:34:00,897 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 124/156 +[2025-03-25 00:34:00,940 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 125/156 +[2025-03-25 00:34:00,982 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 126/156 +[2025-03-25 00:34:01,025 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 127/156 +[2025-03-25 00:34:01,069 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 128/156 +[2025-03-25 00:34:01,111 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 129/156 +[2025-03-25 00:34:01,154 INFO test.py line 201 3155176] Test: 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Batch: 140/156 +[2025-03-25 00:34:01,615 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 141/156 +[2025-03-25 00:34:01,656 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 142/156 +[2025-03-25 00:34:01,698 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-03-25 00:34:01,738 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-03-25 00:34:01,778 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-03-25 00:34:01,819 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-03-25 00:34:01,860 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-03-25 00:34:01,901 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-03-25 00:34:01,941 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-03-25 00:34:01,983 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-03-25 00:34:02,024 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-03-25 00:34:02,065 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-03-25 00:34:02,109 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-03-25 00:34:02,150 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-03-25 00:34:02,189 INFO test.py line 201 3155176] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-03-25 00:34:02,478 INFO test.py line 291 3155176] Test: scene0629_00 [19/78]-255083 Batch 6.799 (4.616) Accuracy 0.8615 (0.7826) mIoU 0.4090 (0.6660) +[2025-03-25 00:34:02,516 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-03-25 00:34:02,545 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-03-25 00:34:02,572 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 2/125 +[2025-03-25 00:34:02,599 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 3/125 +[2025-03-25 00:34:02,627 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 4/125 +[2025-03-25 00:34:02,654 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 5/125 +[2025-03-25 00:34:02,684 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 6/125 +[2025-03-25 00:34:02,713 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 7/125 +[2025-03-25 00:34:02,742 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 8/125 +[2025-03-25 00:34:02,772 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 9/125 +[2025-03-25 00:34:02,800 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 10/125 +[2025-03-25 00:34:02,827 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 11/125 +[2025-03-25 00:34:02,855 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 12/125 +[2025-03-25 00:34:02,883 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 13/125 +[2025-03-25 00:34:02,911 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 14/125 +[2025-03-25 00:34:02,940 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 15/125 +[2025-03-25 00:34:02,968 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-03-25 00:34:02,996 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-03-25 00:34:03,025 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-03-25 00:34:03,052 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-03-25 00:34:03,079 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-03-25 00:34:03,107 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-03-25 00:34:03,136 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-03-25 00:34:03,163 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 23/125 +[2025-03-25 00:34:03,190 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 24/125 +[2025-03-25 00:34:03,218 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 25/125 +[2025-03-25 00:34:03,246 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 26/125 +[2025-03-25 00:34:03,273 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 27/125 +[2025-03-25 00:34:03,305 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 28/125 +[2025-03-25 00:34:03,333 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 29/125 +[2025-03-25 00:34:03,361 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 30/125 +[2025-03-25 00:34:03,388 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 31/125 +[2025-03-25 00:34:03,416 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 32/125 +[2025-03-25 00:34:03,443 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 33/125 +[2025-03-25 00:34:03,470 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 34/125 +[2025-03-25 00:34:03,496 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 35/125 +[2025-03-25 00:34:03,521 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 36/125 +[2025-03-25 00:34:03,545 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 37/125 +[2025-03-25 00:34:03,569 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 38/125 +[2025-03-25 00:34:03,594 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 39/125 +[2025-03-25 00:34:03,617 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 40/125 +[2025-03-25 00:34:03,640 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 41/125 +[2025-03-25 00:34:03,665 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 42/125 +[2025-03-25 00:34:03,688 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 43/125 +[2025-03-25 00:34:03,717 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 44/125 +[2025-03-25 00:34:03,743 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 45/125 +[2025-03-25 00:34:03,769 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 46/125 +[2025-03-25 00:34:03,794 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 47/125 +[2025-03-25 00:34:03,818 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 48/125 +[2025-03-25 00:34:03,842 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 49/125 +[2025-03-25 00:34:03,867 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 50/125 +[2025-03-25 00:34:03,891 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 51/125 +[2025-03-25 00:34:03,916 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 52/125 +[2025-03-25 00:34:03,941 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 53/125 +[2025-03-25 00:34:03,966 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 54/125 +[2025-03-25 00:34:03,991 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 55/125 +[2025-03-25 00:34:04,016 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 56/125 +[2025-03-25 00:34:04,040 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 57/125 +[2025-03-25 00:34:04,065 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 58/125 +[2025-03-25 00:34:04,089 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 59/125 +[2025-03-25 00:34:04,113 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 60/125 +[2025-03-25 00:34:04,138 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 61/125 +[2025-03-25 00:34:04,163 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 62/125 +[2025-03-25 00:34:04,195 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 63/125 +[2025-03-25 00:34:04,219 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 64/125 +[2025-03-25 00:34:04,244 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 65/125 +[2025-03-25 00:34:04,268 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 66/125 +[2025-03-25 00:34:04,292 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 67/125 +[2025-03-25 00:34:04,317 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 68/125 +[2025-03-25 00:34:04,341 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 69/125 +[2025-03-25 00:34:04,366 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 70/125 +[2025-03-25 00:34:04,391 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 71/125 +[2025-03-25 00:34:04,416 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 72/125 +[2025-03-25 00:34:04,441 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 73/125 +[2025-03-25 00:34:04,466 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 74/125 +[2025-03-25 00:34:04,491 INFO test.py line 201 3155176] Test: 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00:34:05,036 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 96/125 +[2025-03-25 00:34:05,074 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 97/125 +[2025-03-25 00:34:05,099 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 98/125 +[2025-03-25 00:34:05,125 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 99/125 +[2025-03-25 00:34:05,150 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 100/125 +[2025-03-25 00:34:05,174 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 101/125 +[2025-03-25 00:34:05,199 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 102/125 +[2025-03-25 00:34:05,224 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 103/125 +[2025-03-25 00:34:05,250 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 104/125 +[2025-03-25 00:34:05,275 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-03-25 00:34:05,299 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-03-25 00:34:05,323 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-03-25 00:34:05,371 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-03-25 00:34:05,400 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-03-25 00:34:05,424 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-03-25 00:34:05,449 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-03-25 00:34:05,474 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-03-25 00:34:05,498 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-03-25 00:34:05,522 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-03-25 00:34:05,548 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-03-25 00:34:05,572 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-03-25 00:34:05,596 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-03-25 00:34:05,620 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-03-25 00:34:05,645 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-03-25 00:34:05,670 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-03-25 00:34:05,693 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-03-25 00:34:05,718 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-03-25 00:34:05,744 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-03-25 00:34:05,767 INFO test.py line 201 3155176] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-03-25 00:34:05,899 INFO test.py line 291 3155176] Test: scene0609_01 [20/78]-115550 Batch 3.421 (4.556) Accuracy 0.8535 (0.7815) mIoU 0.2413 (0.6644) +[2025-03-25 00:34:05,940 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-03-25 00:34:05,973 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-03-25 00:34:06,005 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-03-25 00:34:06,037 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-03-25 00:34:06,069 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-03-25 00:34:06,101 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-03-25 00:34:06,136 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-03-25 00:34:06,169 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-03-25 00:34:06,203 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-03-25 00:34:06,235 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-03-25 00:34:06,272 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-03-25 00:34:06,315 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-03-25 00:34:06,355 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-03-25 00:34:06,400 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-03-25 00:34:06,442 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-03-25 00:34:06,478 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-03-25 00:34:06,512 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-03-25 00:34:06,550 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-03-25 00:34:06,582 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-03-25 00:34:06,626 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 19/130 +[2025-03-25 00:34:06,666 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 20/130 +[2025-03-25 00:34:06,704 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 21/130 +[2025-03-25 00:34:06,739 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 22/130 +[2025-03-25 00:34:06,773 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 23/130 +[2025-03-25 00:34:06,806 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 24/130 +[2025-03-25 00:34:06,840 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 25/130 +[2025-03-25 00:34:06,875 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 26/130 +[2025-03-25 00:34:06,908 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 27/130 +[2025-03-25 00:34:06,941 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 28/130 +[2025-03-25 00:34:06,974 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 29/130 +[2025-03-25 00:34:07,008 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 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Batch: 112/130 +[2025-03-25 00:34:09,920 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 113/130 +[2025-03-25 00:34:09,955 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 114/130 +[2025-03-25 00:34:09,989 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-03-25 00:34:10,024 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-03-25 00:34:10,058 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-03-25 00:34:10,092 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-03-25 00:34:10,126 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-03-25 00:34:10,159 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-03-25 00:34:10,191 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-03-25 00:34:10,224 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-03-25 00:34:10,257 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-03-25 00:34:10,289 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-03-25 00:34:10,322 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-03-25 00:34:10,356 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-03-25 00:34:10,390 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-03-25 00:34:10,423 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-03-25 00:34:10,455 INFO test.py line 201 3155176] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-03-25 00:34:10,679 INFO test.py line 291 3155176] Test: scene0430_00 [21/78]-210249 Batch 4.780 (4.567) Accuracy 0.9526 (0.7835) mIoU 0.6550 (0.6665) +[2025-03-25 00:34:10,727 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-03-25 00:34:10,763 INFO test.py line 201 3155176] 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+[2025-03-25 00:34:11,209 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-03-25 00:34:11,250 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-03-25 00:34:11,292 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-03-25 00:34:11,333 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-03-25 00:34:11,373 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-03-25 00:34:11,414 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-03-25 00:34:11,455 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-03-25 00:34:11,498 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-03-25 00:34:11,538 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-03-25 00:34:11,580 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 21/125 +[2025-03-25 00:34:11,620 INFO 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00:34:14,641 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 94/125 +[2025-03-25 00:34:14,680 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 95/125 +[2025-03-25 00:34:14,717 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 96/125 +[2025-03-25 00:34:14,755 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 97/125 +[2025-03-25 00:34:14,794 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 98/125 +[2025-03-25 00:34:14,832 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 99/125 +[2025-03-25 00:34:14,869 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 100/125 +[2025-03-25 00:34:14,906 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 101/125 +[2025-03-25 00:34:14,942 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 102/125 +[2025-03-25 00:34:14,979 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-03-25 00:34:15,017 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-03-25 00:34:15,054 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-03-25 00:34:15,091 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-03-25 00:34:15,128 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-03-25 00:34:15,165 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-03-25 00:34:15,213 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-03-25 00:34:15,250 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-03-25 00:34:15,288 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-03-25 00:34:15,325 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-03-25 00:34:15,362 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 113/125 +[2025-03-25 00:34:15,399 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 114/125 +[2025-03-25 00:34:15,438 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 115/125 +[2025-03-25 00:34:15,478 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 116/125 +[2025-03-25 00:34:15,516 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 117/125 +[2025-03-25 00:34:15,553 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 118/125 +[2025-03-25 00:34:15,591 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 119/125 +[2025-03-25 00:34:15,628 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 120/125 +[2025-03-25 00:34:15,672 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 121/125 +[2025-03-25 00:34:15,709 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 122/125 +[2025-03-25 00:34:15,746 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 123/125 +[2025-03-25 00:34:15,782 INFO test.py line 201 3155176] Test: 22/78-scene0608_02, Batch: 124/125 +[2025-03-25 00:34:16,050 INFO test.py line 291 3155176] Test: scene0608_02 [22/78]-235030 Batch 5.371 (4.604) Accuracy 0.7713 (0.7811) mIoU 0.3272 (0.6598) +[2025-03-25 00:34:16,086 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 0/125 +[2025-03-25 00:34:16,116 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 1/125 +[2025-03-25 00:34:16,144 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 2/125 +[2025-03-25 00:34:16,173 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 3/125 +[2025-03-25 00:34:16,203 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 4/125 +[2025-03-25 00:34:16,232 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 5/125 +[2025-03-25 00:34:16,260 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 6/125 +[2025-03-25 00:34:16,291 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 7/125 +[2025-03-25 00:34:16,320 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 8/125 +[2025-03-25 00:34:16,348 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 9/125 +[2025-03-25 00:34:16,376 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 10/125 +[2025-03-25 00:34:16,404 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 11/125 +[2025-03-25 00:34:16,432 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 12/125 +[2025-03-25 00:34:16,460 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 13/125 +[2025-03-25 00:34:16,489 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 14/125 +[2025-03-25 00:34:16,518 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 15/125 +[2025-03-25 00:34:16,547 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 16/125 +[2025-03-25 00:34:16,575 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 17/125 +[2025-03-25 00:34:16,603 INFO test.py line 201 3155176] Test: 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Batch: 110/125 +[2025-03-25 00:34:19,534 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 111/125 +[2025-03-25 00:34:19,565 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 112/125 +[2025-03-25 00:34:19,599 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 113/125 +[2025-03-25 00:34:19,636 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 114/125 +[2025-03-25 00:34:19,674 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 115/125 +[2025-03-25 00:34:19,720 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 116/125 +[2025-03-25 00:34:19,756 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 117/125 +[2025-03-25 00:34:19,791 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 118/125 +[2025-03-25 00:34:19,827 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 119/125 +[2025-03-25 00:34:19,858 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-03-25 00:34:19,883 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-03-25 00:34:19,908 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-03-25 00:34:19,934 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-03-25 00:34:19,960 INFO test.py line 201 3155176] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-03-25 00:34:20,099 INFO test.py line 291 3155176] Test: scene0144_01 [23/78]-116341 Batch 4.048 (4.579) Accuracy 0.8773 (0.7818) mIoU 0.4887 (0.6617) +[2025-03-25 00:34:20,129 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-03-25 00:34:20,153 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-03-25 00:34:20,177 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-03-25 00:34:20,204 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 3/145 +[2025-03-25 00:34:20,233 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:34:20,521 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 15/145 +[2025-03-25 00:34:20,545 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 16/145 +[2025-03-25 00:34:20,569 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-03-25 00:34:20,593 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-03-25 00:34:20,618 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-03-25 00:34:20,643 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-03-25 00:34:20,667 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-03-25 00:34:20,691 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-03-25 00:34:20,715 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-03-25 00:34:20,740 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 24/145 +[2025-03-25 00:34:20,769 INFO 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Test: 24/78-scene0382_00, Batch: 35/145 +[2025-03-25 00:34:21,042 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 36/145 +[2025-03-25 00:34:21,065 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 37/145 +[2025-03-25 00:34:21,088 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 38/145 +[2025-03-25 00:34:21,115 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 39/145 +[2025-03-25 00:34:21,139 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 40/145 +[2025-03-25 00:34:21,162 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 41/145 +[2025-03-25 00:34:21,186 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 42/145 +[2025-03-25 00:34:21,211 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 43/145 +[2025-03-25 00:34:21,234 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 44/145 +[2025-03-25 00:34:21,258 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, 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00:34:22,603 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 97/145 +[2025-03-25 00:34:22,632 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 98/145 +[2025-03-25 00:34:22,659 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 99/145 +[2025-03-25 00:34:22,685 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 100/145 +[2025-03-25 00:34:22,714 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 101/145 +[2025-03-25 00:34:22,740 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 102/145 +[2025-03-25 00:34:22,769 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 103/145 +[2025-03-25 00:34:22,798 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 104/145 +[2025-03-25 00:34:22,826 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 105/145 +[2025-03-25 00:34:22,856 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 106/145 +[2025-03-25 00:34:23,026 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 107/145 +[2025-03-25 00:34:23,060 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 108/145 +[2025-03-25 00:34:23,094 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 109/145 +[2025-03-25 00:34:23,141 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 110/145 +[2025-03-25 00:34:23,181 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 111/145 +[2025-03-25 00:34:23,219 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 112/145 +[2025-03-25 00:34:23,246 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 113/145 +[2025-03-25 00:34:23,274 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 114/145 +[2025-03-25 00:34:23,303 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 115/145 +[2025-03-25 00:34:23,330 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 116/145 +[2025-03-25 00:34:23,359 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 117/145 +[2025-03-25 00:34:23,388 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 118/145 +[2025-03-25 00:34:23,415 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 119/145 +[2025-03-25 00:34:23,443 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 120/145 +[2025-03-25 00:34:23,474 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 121/145 +[2025-03-25 00:34:23,504 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 122/145 +[2025-03-25 00:34:23,533 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 123/145 +[2025-03-25 00:34:23,562 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 124/145 +[2025-03-25 00:34:23,590 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 125/145 +[2025-03-25 00:34:23,621 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 126/145 +[2025-03-25 00:34:23,650 INFO test.py line 201 3155176] Test: 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Batch: 137/145 +[2025-03-25 00:34:23,984 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 138/145 +[2025-03-25 00:34:24,013 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 139/145 +[2025-03-25 00:34:24,040 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 140/145 +[2025-03-25 00:34:24,068 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 141/145 +[2025-03-25 00:34:24,096 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 142/145 +[2025-03-25 00:34:24,124 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-03-25 00:34:24,151 INFO test.py line 201 3155176] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-03-25 00:34:24,273 INFO test.py line 291 3155176] Test: scene0382_00 [24/78]-100285 Batch 4.173 (4.563) Accuracy 0.9153 (0.7829) mIoU 0.5386 (0.6629) +[2025-03-25 00:34:24,305 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-03-25 00:34:24,332 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-03-25 00:34:24,360 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-03-25 00:34:24,387 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-03-25 00:34:24,415 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-03-25 00:34:24,443 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-03-25 00:34:24,471 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-03-25 00:34:24,498 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-03-25 00:34:24,527 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-03-25 00:34:24,554 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-03-25 00:34:24,590 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 10/121 +[2025-03-25 00:34:24,617 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, 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00:34:24,920 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 22/121 +[2025-03-25 00:34:24,955 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 23/121 +[2025-03-25 00:34:24,985 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 24/121 +[2025-03-25 00:34:25,016 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 25/121 +[2025-03-25 00:34:25,044 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 26/121 +[2025-03-25 00:34:25,073 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 27/121 +[2025-03-25 00:34:25,099 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 28/121 +[2025-03-25 00:34:25,127 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 29/121 +[2025-03-25 00:34:25,159 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 30/121 +[2025-03-25 00:34:25,186 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 31/121 +[2025-03-25 00:34:25,213 INFO test.py line 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00:34:27,310 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 104/121 +[2025-03-25 00:34:27,337 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 105/121 +[2025-03-25 00:34:27,364 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 106/121 +[2025-03-25 00:34:27,392 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 107/121 +[2025-03-25 00:34:27,419 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 108/121 +[2025-03-25 00:34:27,445 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 109/121 +[2025-03-25 00:34:27,472 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 110/121 +[2025-03-25 00:34:27,498 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 111/121 +[2025-03-25 00:34:27,540 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 112/121 +[2025-03-25 00:34:27,576 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-03-25 00:34:27,611 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-03-25 00:34:27,646 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-03-25 00:34:27,680 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-03-25 00:34:27,715 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-03-25 00:34:27,751 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-03-25 00:34:27,791 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-03-25 00:34:27,833 INFO test.py line 201 3155176] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-03-25 00:34:27,941 INFO test.py line 291 3155176] Test: scene0077_00 [25/78]-92807 Batch 3.668 (4.527) Accuracy 0.7903 (0.7830) mIoU 0.4386 (0.6649) +[2025-03-25 00:34:27,977 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 0/159 +[2025-03-25 00:34:28,009 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 1/159 +[2025-03-25 00:34:28,045 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 2/159 +[2025-03-25 00:34:28,079 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 3/159 +[2025-03-25 00:34:28,114 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 4/159 +[2025-03-25 00:34:28,149 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 5/159 +[2025-03-25 00:34:28,180 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 6/159 +[2025-03-25 00:34:28,213 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 7/159 +[2025-03-25 00:34:28,238 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 8/159 +[2025-03-25 00:34:28,264 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 9/159 +[2025-03-25 00:34:28,290 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 10/159 +[2025-03-25 00:34:28,315 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 11/159 +[2025-03-25 00:34:28,340 INFO 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Test: 26/78-scene0084_00, Batch: 22/159 +[2025-03-25 00:34:28,620 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 23/159 +[2025-03-25 00:34:28,647 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 24/159 +[2025-03-25 00:34:28,672 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 25/159 +[2025-03-25 00:34:28,699 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 26/159 +[2025-03-25 00:34:28,726 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 27/159 +[2025-03-25 00:34:28,752 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 28/159 +[2025-03-25 00:34:28,779 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 29/159 +[2025-03-25 00:34:28,804 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 30/159 +[2025-03-25 00:34:28,829 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 31/159 +[2025-03-25 00:34:28,854 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, 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+[2025-03-25 00:34:31,342 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-03-25 00:34:31,367 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-03-25 00:34:31,391 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-03-25 00:34:31,415 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-03-25 00:34:31,441 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-03-25 00:34:31,465 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-03-25 00:34:31,490 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-03-25 00:34:31,514 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-03-25 00:34:31,538 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-03-25 00:34:31,564 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 134/159 +[2025-03-25 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test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-03-25 00:34:31,868 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-03-25 00:34:31,895 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-03-25 00:34:31,928 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-03-25 00:34:31,958 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-03-25 00:34:31,984 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-03-25 00:34:32,010 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-03-25 00:34:32,035 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-03-25 00:34:32,061 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-03-25 00:34:32,086 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-03-25 00:34:32,111 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-03-25 00:34:32,136 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-03-25 00:34:32,167 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-03-25 00:34:32,194 INFO test.py line 201 3155176] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-03-25 00:34:32,329 INFO test.py line 291 3155176] Test: scene0084_00 [26/78]-116845 Batch 4.387 (4.521) Accuracy 0.8879 (0.7576) mIoU 0.3851 (0.6504) +[2025-03-25 00:34:32,373 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-03-25 00:34:32,407 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-03-25 00:34:32,441 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-03-25 00:34:32,478 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-03-25 00:34:32,512 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 4/121 +[2025-03-25 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Batch: 117/121 +[2025-03-25 00:34:36,736 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-03-25 00:34:36,769 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-03-25 00:34:36,813 INFO test.py line 201 3155176] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-03-25 00:34:37,031 INFO test.py line 291 3155176] Test: scene0608_00 [27/78]-186579 Batch 4.701 (4.528) Accuracy 0.8138 (0.7555) mIoU 0.3894 (0.6497) +[2025-03-25 00:34:37,076 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-03-25 00:34:37,111 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-03-25 00:34:37,149 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-03-25 00:34:37,179 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-03-25 00:34:37,210 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 4/134 +[2025-03-25 00:34:37,240 INFO test.py line 201 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00:34:40,240 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 108/134 +[2025-03-25 00:34:40,267 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 109/134 +[2025-03-25 00:34:40,295 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 110/134 +[2025-03-25 00:34:40,322 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 111/134 +[2025-03-25 00:34:40,350 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 112/134 +[2025-03-25 00:34:40,377 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 113/134 +[2025-03-25 00:34:40,405 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 114/134 +[2025-03-25 00:34:40,431 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 115/134 +[2025-03-25 00:34:40,459 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 116/134 +[2025-03-25 00:34:40,487 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-03-25 00:34:40,515 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-03-25 00:34:40,543 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-03-25 00:34:40,571 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-03-25 00:34:40,597 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-03-25 00:34:40,626 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-03-25 00:34:40,653 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-03-25 00:34:40,679 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-03-25 00:34:40,712 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-03-25 00:34:40,745 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-03-25 00:34:40,780 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-03-25 00:34:40,807 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-03-25 00:34:40,833 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-03-25 00:34:40,859 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-03-25 00:34:40,884 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-03-25 00:34:40,911 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-03-25 00:34:40,938 INFO test.py line 201 3155176] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-03-25 00:34:41,103 INFO test.py line 291 3155176] Test: scene0558_01 [28/78]-141342 Batch 4.071 (4.512) Accuracy 0.9335 (0.7566) mIoU 0.4311 (0.6496) +[2025-03-25 00:34:41,146 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-03-25 00:34:41,171 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-03-25 00:34:41,206 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 2/125 +[2025-03-25 00:34:41,232 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 3/125 +[2025-03-25 00:34:41,258 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 4/125 +[2025-03-25 00:34:41,285 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 5/125 +[2025-03-25 00:34:41,317 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 6/125 +[2025-03-25 00:34:41,343 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 7/125 +[2025-03-25 00:34:41,370 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 8/125 +[2025-03-25 00:34:41,396 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 9/125 +[2025-03-25 00:34:41,422 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 10/125 +[2025-03-25 00:34:41,448 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 11/125 +[2025-03-25 00:34:41,473 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 12/125 +[2025-03-25 00:34:41,499 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 13/125 +[2025-03-25 00:34:41,525 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 14/125 +[2025-03-25 00:34:41,551 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 15/125 +[2025-03-25 00:34:41,577 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 16/125 +[2025-03-25 00:34:41,602 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 17/125 +[2025-03-25 00:34:41,631 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 18/125 +[2025-03-25 00:34:41,656 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 19/125 +[2025-03-25 00:34:41,682 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 20/125 +[2025-03-25 00:34:41,715 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 21/125 +[2025-03-25 00:34:41,743 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 22/125 +[2025-03-25 00:34:41,768 INFO test.py line 201 3155176] Test: 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00:34:42,316 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 44/125 +[2025-03-25 00:34:42,340 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 45/125 +[2025-03-25 00:34:42,366 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 46/125 +[2025-03-25 00:34:42,392 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 47/125 +[2025-03-25 00:34:42,417 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 48/125 +[2025-03-25 00:34:42,441 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 49/125 +[2025-03-25 00:34:42,465 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 50/125 +[2025-03-25 00:34:42,490 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 51/125 +[2025-03-25 00:34:42,514 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 52/125 +[2025-03-25 00:34:42,540 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 53/125 +[2025-03-25 00:34:42,564 INFO test.py line 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00:34:43,380 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 85/125 +[2025-03-25 00:34:43,409 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 86/125 +[2025-03-25 00:34:43,444 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 87/125 +[2025-03-25 00:34:43,470 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 88/125 +[2025-03-25 00:34:43,497 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 89/125 +[2025-03-25 00:34:43,525 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 90/125 +[2025-03-25 00:34:43,551 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 91/125 +[2025-03-25 00:34:43,577 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 92/125 +[2025-03-25 00:34:43,603 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 93/125 +[2025-03-25 00:34:43,630 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 94/125 +[2025-03-25 00:34:43,656 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 95/125 +[2025-03-25 00:34:43,681 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 96/125 +[2025-03-25 00:34:43,706 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 97/125 +[2025-03-25 00:34:43,732 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 98/125 +[2025-03-25 00:34:43,758 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 99/125 +[2025-03-25 00:34:43,783 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 100/125 +[2025-03-25 00:34:43,809 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 101/125 +[2025-03-25 00:34:43,835 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 102/125 +[2025-03-25 00:34:43,861 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 103/125 +[2025-03-25 00:34:43,888 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 104/125 +[2025-03-25 00:34:43,915 INFO test.py line 201 3155176] Test: 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Batch: 115/125 +[2025-03-25 00:34:44,203 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 116/125 +[2025-03-25 00:34:44,233 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 117/125 +[2025-03-25 00:34:44,258 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 118/125 +[2025-03-25 00:34:44,287 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 119/125 +[2025-03-25 00:34:44,316 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 120/125 +[2025-03-25 00:34:44,341 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 121/125 +[2025-03-25 00:34:44,367 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 122/125 +[2025-03-25 00:34:44,393 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 123/125 +[2025-03-25 00:34:44,418 INFO test.py line 201 3155176] Test: 29/78-scene0430_01, Batch: 124/125 +[2025-03-25 00:34:44,559 INFO test.py line 291 3155176] Test: scene0430_01 [29/78]-126166 Batch 3.456 (4.475) Accuracy 0.9396 (0.7571) mIoU 0.6378 (0.6498) +[2025-03-25 00:34:44,587 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-03-25 00:34:44,612 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-03-25 00:34:44,645 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-03-25 00:34:44,671 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-03-25 00:34:44,699 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-03-25 00:34:44,725 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-03-25 00:34:44,750 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-03-25 00:34:44,785 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-03-25 00:34:44,814 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 8/144 +[2025-03-25 00:34:44,839 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 9/144 +[2025-03-25 00:34:44,865 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 10/144 +[2025-03-25 00:34:44,891 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 11/144 +[2025-03-25 00:34:44,916 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 12/144 +[2025-03-25 00:34:44,942 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 13/144 +[2025-03-25 00:34:44,967 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 14/144 +[2025-03-25 00:34:44,993 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 15/144 +[2025-03-25 00:34:45,021 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 16/144 +[2025-03-25 00:34:45,054 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 17/144 +[2025-03-25 00:34:45,080 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 18/144 +[2025-03-25 00:34:45,105 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 19/144 +[2025-03-25 00:34:45,131 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 20/144 +[2025-03-25 00:34:45,157 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 21/144 +[2025-03-25 00:34:45,184 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 22/144 +[2025-03-25 00:34:45,210 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 23/144 +[2025-03-25 00:34:45,237 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 24/144 +[2025-03-25 00:34:45,262 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 25/144 +[2025-03-25 00:34:45,289 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 26/144 +[2025-03-25 00:34:45,314 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 27/144 +[2025-03-25 00:34:45,340 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 28/144 +[2025-03-25 00:34:45,366 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 29/144 +[2025-03-25 00:34:45,393 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 30/144 +[2025-03-25 00:34:45,419 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 31/144 +[2025-03-25 00:34:45,445 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 32/144 +[2025-03-25 00:34:45,472 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 33/144 +[2025-03-25 00:34:45,497 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 34/144 +[2025-03-25 00:34:45,523 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 35/144 +[2025-03-25 00:34:45,549 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 36/144 +[2025-03-25 00:34:45,575 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 37/144 +[2025-03-25 00:34:45,601 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 38/144 +[2025-03-25 00:34:45,627 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 39/144 +[2025-03-25 00:34:45,652 INFO test.py line 201 3155176] Test: 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00:34:47,462 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 102/144 +[2025-03-25 00:34:47,488 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 103/144 +[2025-03-25 00:34:47,515 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 104/144 +[2025-03-25 00:34:47,541 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 105/144 +[2025-03-25 00:34:47,568 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 106/144 +[2025-03-25 00:34:47,594 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 107/144 +[2025-03-25 00:34:47,620 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 108/144 +[2025-03-25 00:34:47,647 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 109/144 +[2025-03-25 00:34:47,673 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 110/144 +[2025-03-25 00:34:47,712 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 111/144 +[2025-03-25 00:34:47,743 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 112/144 +[2025-03-25 00:34:47,770 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 113/144 +[2025-03-25 00:34:47,796 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 114/144 +[2025-03-25 00:34:47,822 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 115/144 +[2025-03-25 00:34:47,849 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 116/144 +[2025-03-25 00:34:47,875 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 117/144 +[2025-03-25 00:34:47,901 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 118/144 +[2025-03-25 00:34:47,927 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 119/144 +[2025-03-25 00:34:47,963 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 120/144 +[2025-03-25 00:34:47,989 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 121/144 +[2025-03-25 00:34:48,015 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 122/144 +[2025-03-25 00:34:48,042 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 123/144 +[2025-03-25 00:34:48,069 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-03-25 00:34:48,096 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-03-25 00:34:48,122 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-03-25 00:34:48,150 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-03-25 00:34:48,176 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-03-25 00:34:48,204 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-03-25 00:34:48,230 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-03-25 00:34:48,257 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-03-25 00:34:48,282 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-03-25 00:34:48,307 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-03-25 00:34:48,332 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 134/144 +[2025-03-25 00:34:48,357 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 135/144 +[2025-03-25 00:34:48,382 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 136/144 +[2025-03-25 00:34:48,406 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 137/144 +[2025-03-25 00:34:48,434 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 138/144 +[2025-03-25 00:34:48,459 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-03-25 00:34:48,487 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-03-25 00:34:48,513 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-03-25 00:34:48,538 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-03-25 00:34:48,563 INFO test.py line 201 3155176] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-03-25 00:34:48,701 INFO test.py line 291 3155176] Test: scene0086_01 [30/78]-124210 Batch 4.142 (4.464) Accuracy 0.9002 (0.7464) mIoU 0.3904 (0.6442) +[2025-03-25 00:34:50,084 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-03-25 00:34:50,140 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-03-25 00:34:50,196 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-03-25 00:34:50,249 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-03-25 00:34:50,304 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-03-25 00:34:50,360 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-03-25 00:34:50,414 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-03-25 00:34:50,467 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-03-25 00:34:50,521 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-03-25 00:34:50,575 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-03-25 00:34:50,630 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-03-25 00:34:50,685 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-03-25 00:34:50,744 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-03-25 00:34:50,799 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-03-25 00:34:50,853 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-03-25 00:34:50,907 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-03-25 00:34:50,962 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 16/138 +[2025-03-25 00:34:51,018 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 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201 3155176] Test: 31/78-scene0500_00, Batch: 38/138 +[2025-03-25 00:34:52,344 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 39/138 +[2025-03-25 00:34:52,404 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 40/138 +[2025-03-25 00:34:52,455 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 41/138 +[2025-03-25 00:34:52,507 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 42/138 +[2025-03-25 00:34:52,564 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 43/138 +[2025-03-25 00:34:52,615 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 44/138 +[2025-03-25 00:34:52,666 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 45/138 +[2025-03-25 00:34:52,717 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 46/138 +[2025-03-25 00:34:52,769 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 47/138 +[2025-03-25 00:34:52,819 INFO test.py line 201 3155176] Test: 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00:34:56,316 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 110/138 +[2025-03-25 00:34:56,376 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 111/138 +[2025-03-25 00:34:56,435 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-03-25 00:34:56,494 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-03-25 00:34:56,552 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-03-25 00:34:56,614 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-03-25 00:34:56,672 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-03-25 00:34:56,731 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-03-25 00:34:56,788 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-03-25 00:34:56,846 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-03-25 00:34:56,904 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-03-25 00:34:56,962 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-03-25 00:34:57,020 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-03-25 00:34:57,078 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-03-25 00:34:57,137 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-03-25 00:34:57,195 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-03-25 00:34:57,253 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-03-25 00:34:57,312 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-03-25 00:34:57,366 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-03-25 00:34:57,435 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-03-25 00:34:57,489 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-03-25 00:34:57,543 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-03-25 00:34:57,608 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-03-25 00:34:57,663 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-03-25 00:34:57,718 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-03-25 00:34:57,772 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-03-25 00:34:57,828 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-03-25 00:34:57,882 INFO test.py line 201 3155176] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-03-25 00:34:58,324 INFO test.py line 291 3155176] Test: scene0500_00 [31/78]-396942 Batch 8.307 (4.588) Accuracy 0.9183 (0.7466) mIoU 0.3629 (0.6431) +[2025-03-25 00:34:58,368 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-03-25 00:34:58,403 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-03-25 00:34:58,437 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-03-25 00:34:58,471 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-03-25 00:34:58,505 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 4/121 +[2025-03-25 00:34:58,544 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 5/121 +[2025-03-25 00:34:58,588 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 6/121 +[2025-03-25 00:34:58,637 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 7/121 +[2025-03-25 00:34:58,672 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 8/121 +[2025-03-25 00:34:58,705 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 9/121 +[2025-03-25 00:34:58,740 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 10/121 +[2025-03-25 00:34:58,773 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 11/121 +[2025-03-25 00:34:58,805 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 12/121 +[2025-03-25 00:34:58,837 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-03-25 00:34:58,870 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-03-25 00:34:58,909 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-03-25 00:34:58,942 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-03-25 00:34:58,975 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-03-25 00:34:59,007 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-03-25 00:34:59,038 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-03-25 00:34:59,070 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 20/121 +[2025-03-25 00:34:59,102 INFO test.py line 201 3155176] Test: 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Batch: 113/121 +[2025-03-25 00:35:02,256 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-03-25 00:35:02,287 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-03-25 00:35:02,319 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-03-25 00:35:02,353 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-03-25 00:35:02,387 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-03-25 00:35:02,420 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-03-25 00:35:02,457 INFO test.py line 201 3155176] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-03-25 00:35:02,679 INFO test.py line 291 3155176] Test: scene0064_01 [32/78]-195252 Batch 4.355 (4.581) Accuracy 0.9144 (0.7474) mIoU 0.3764 (0.6433) +[2025-03-25 00:35:02,708 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-03-25 00:35:02,733 INFO test.py line 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00:35:05,497 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 104/117 +[2025-03-25 00:35:05,518 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 105/117 +[2025-03-25 00:35:05,539 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 106/117 +[2025-03-25 00:35:05,563 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 107/117 +[2025-03-25 00:35:05,584 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 108/117 +[2025-03-25 00:35:05,607 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 109/117 +[2025-03-25 00:35:05,628 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 110/117 +[2025-03-25 00:35:05,653 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 111/117 +[2025-03-25 00:35:05,674 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 112/117 +[2025-03-25 00:35:05,699 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 113/117 +[2025-03-25 00:35:05,720 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 114/117 +[2025-03-25 00:35:05,746 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 115/117 +[2025-03-25 00:35:05,766 INFO test.py line 201 3155176] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-03-25 00:35:05,835 INFO test.py line 291 3155176] Test: scene0553_01 [33/78]-61388 Batch 3.155 (4.538) Accuracy 0.9574 (0.7485) mIoU 0.4878 (0.6462) +[2025-03-25 00:35:05,868 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-03-25 00:35:05,897 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-03-25 00:35:05,927 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-03-25 00:35:05,955 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-03-25 00:35:05,990 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-03-25 00:35:06,020 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-03-25 00:35:06,048 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-03-25 00:35:06,077 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-03-25 00:35:06,106 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-03-25 00:35:06,135 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-03-25 00:35:06,165 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-03-25 00:35:06,193 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-03-25 00:35:06,227 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-03-25 00:35:06,257 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-03-25 00:35:06,286 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 14/138 +[2025-03-25 00:35:06,315 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 15/138 +[2025-03-25 00:35:06,345 INFO 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Batch: 118/138 +[2025-03-25 00:35:09,673 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 119/138 +[2025-03-25 00:35:09,702 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 120/138 +[2025-03-25 00:35:09,732 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 121/138 +[2025-03-25 00:35:09,761 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 122/138 +[2025-03-25 00:35:09,790 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 123/138 +[2025-03-25 00:35:09,819 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 124/138 +[2025-03-25 00:35:09,852 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 125/138 +[2025-03-25 00:35:09,884 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 126/138 +[2025-03-25 00:35:09,912 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 127/138 +[2025-03-25 00:35:09,940 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 128/138 +[2025-03-25 00:35:09,967 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 129/138 +[2025-03-25 00:35:09,995 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 130/138 +[2025-03-25 00:35:10,025 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 131/138 +[2025-03-25 00:35:10,054 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 132/138 +[2025-03-25 00:35:10,090 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 133/138 +[2025-03-25 00:35:10,119 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 134/138 +[2025-03-25 00:35:10,148 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 135/138 +[2025-03-25 00:35:10,177 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 136/138 +[2025-03-25 00:35:10,209 INFO test.py line 201 3155176] Test: 34/78-scene0462_00, Batch: 137/138 +[2025-03-25 00:35:10,381 INFO test.py line 291 3155176] Test: scene0462_00 [34/78]-156714 Batch 4.545 (4.538) Accuracy 0.8653 (0.7290) mIoU 0.2958 (0.6276) +[2025-03-25 00:35:10,408 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-03-25 00:35:10,431 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-03-25 00:35:10,453 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-03-25 00:35:10,475 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-03-25 00:35:10,497 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-03-25 00:35:10,519 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-03-25 00:35:10,542 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-03-25 00:35:10,565 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-03-25 00:35:10,585 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-03-25 00:35:10,603 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-03-25 00:35:10,621 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-03-25 00:35:10,638 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-03-25 00:35:10,656 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-03-25 00:35:10,674 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-03-25 00:35:10,691 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-03-25 00:35:10,708 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-03-25 00:35:10,725 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-03-25 00:35:10,743 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-03-25 00:35:10,760 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 18/113 +[2025-03-25 00:35:10,778 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 19/113 +[2025-03-25 00:35:10,795 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 20/113 +[2025-03-25 00:35:10,813 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 21/113 +[2025-03-25 00:35:10,830 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 22/113 +[2025-03-25 00:35:10,848 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 23/113 +[2025-03-25 00:35:10,865 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 24/113 +[2025-03-25 00:35:10,883 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 25/113 +[2025-03-25 00:35:10,900 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 26/113 +[2025-03-25 00:35:10,918 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 27/113 +[2025-03-25 00:35:10,935 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 28/113 +[2025-03-25 00:35:10,954 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 29/113 +[2025-03-25 00:35:10,972 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 30/113 +[2025-03-25 00:35:10,990 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 31/113 +[2025-03-25 00:35:11,007 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 32/113 +[2025-03-25 00:35:11,025 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 33/113 +[2025-03-25 00:35:11,043 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 34/113 +[2025-03-25 00:35:11,064 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 35/113 +[2025-03-25 00:35:11,086 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 36/113 +[2025-03-25 00:35:11,108 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 37/113 +[2025-03-25 00:35:11,130 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 38/113 +[2025-03-25 00:35:11,165 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 39/113 +[2025-03-25 00:35:11,185 INFO test.py line 201 3155176] Test: 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00:35:11,645 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 61/113 +[2025-03-25 00:35:11,665 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 62/113 +[2025-03-25 00:35:11,687 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 63/113 +[2025-03-25 00:35:11,707 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 64/113 +[2025-03-25 00:35:11,729 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 65/113 +[2025-03-25 00:35:11,749 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 66/113 +[2025-03-25 00:35:11,770 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 67/113 +[2025-03-25 00:35:11,790 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 68/113 +[2025-03-25 00:35:11,810 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 69/113 +[2025-03-25 00:35:11,830 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 70/113 +[2025-03-25 00:35:11,850 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 71/113 +[2025-03-25 00:35:11,870 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 72/113 +[2025-03-25 00:35:11,891 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 73/113 +[2025-03-25 00:35:11,911 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 74/113 +[2025-03-25 00:35:11,931 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 75/113 +[2025-03-25 00:35:11,951 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 76/113 +[2025-03-25 00:35:11,971 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 77/113 +[2025-03-25 00:35:11,992 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 78/113 +[2025-03-25 00:35:12,017 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 79/113 +[2025-03-25 00:35:12,039 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 80/113 +[2025-03-25 00:35:12,061 INFO test.py line 201 3155176] Test: 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91/113 +[2025-03-25 00:35:12,361 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 92/113 +[2025-03-25 00:35:12,400 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 93/113 +[2025-03-25 00:35:12,431 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 94/113 +[2025-03-25 00:35:12,467 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 95/113 +[2025-03-25 00:35:12,505 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 96/113 +[2025-03-25 00:35:12,536 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 97/113 +[2025-03-25 00:35:12,566 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 98/113 +[2025-03-25 00:35:12,601 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 99/113 +[2025-03-25 00:35:12,640 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 100/113 +[2025-03-25 00:35:12,672 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 101/113 +[2025-03-25 00:35:12,704 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 102/113 +[2025-03-25 00:35:12,741 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 103/113 +[2025-03-25 00:35:12,767 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 104/113 +[2025-03-25 00:35:12,797 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 105/113 +[2025-03-25 00:35:12,819 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 106/113 +[2025-03-25 00:35:12,845 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 107/113 +[2025-03-25 00:35:12,878 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 108/113 +[2025-03-25 00:35:12,901 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 109/113 +[2025-03-25 00:35:12,924 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 110/113 +[2025-03-25 00:35:12,946 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-03-25 00:35:12,972 INFO test.py line 201 3155176] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-03-25 00:35:13,042 INFO test.py line 291 3155176] Test: scene0146_00 [35/78]-60438 Batch 2.661 (4.484) Accuracy 0.9379 (0.7290) mIoU 0.6080 (0.6285) +[2025-03-25 00:35:13,076 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-03-25 00:35:13,107 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-03-25 00:35:13,137 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-03-25 00:35:13,168 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-03-25 00:35:13,199 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-03-25 00:35:13,230 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-03-25 00:35:13,260 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 6/134 +[2025-03-25 00:35:13,297 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 7/134 +[2025-03-25 00:35:13,335 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 8/134 +[2025-03-25 00:35:13,365 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 9/134 +[2025-03-25 00:35:13,395 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 10/134 +[2025-03-25 00:35:13,425 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 11/134 +[2025-03-25 00:35:13,455 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 12/134 +[2025-03-25 00:35:13,492 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 13/134 +[2025-03-25 00:35:13,522 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 14/134 +[2025-03-25 00:35:13,552 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 15/134 +[2025-03-25 00:35:13,584 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 16/134 +[2025-03-25 00:35:13,625 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 17/134 +[2025-03-25 00:35:13,666 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 18/134 +[2025-03-25 00:35:13,698 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 19/134 +[2025-03-25 00:35:13,727 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 20/134 +[2025-03-25 00:35:13,757 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 21/134 +[2025-03-25 00:35:13,786 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 22/134 +[2025-03-25 00:35:13,816 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 23/134 +[2025-03-25 00:35:13,847 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 24/134 +[2025-03-25 00:35:13,877 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 25/134 +[2025-03-25 00:35:13,907 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 26/134 +[2025-03-25 00:35:13,936 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 27/134 +[2025-03-25 00:35:13,966 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 28/134 +[2025-03-25 00:35:13,996 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 29/134 +[2025-03-25 00:35:14,027 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 30/134 +[2025-03-25 00:35:14,057 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 31/134 +[2025-03-25 00:35:14,087 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 32/134 +[2025-03-25 00:35:14,116 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 33/134 +[2025-03-25 00:35:14,146 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 34/134 +[2025-03-25 00:35:14,184 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 35/134 +[2025-03-25 00:35:14,212 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 36/134 +[2025-03-25 00:35:14,242 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 37/134 +[2025-03-25 00:35:14,281 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, 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Batch: 120/134 +[2025-03-25 00:35:17,056 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-03-25 00:35:17,089 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-03-25 00:35:17,123 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-03-25 00:35:17,155 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-03-25 00:35:17,188 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-03-25 00:35:17,220 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-03-25 00:35:17,252 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-03-25 00:35:17,284 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-03-25 00:35:17,316 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-03-25 00:35:17,347 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-03-25 00:35:17,378 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-03-25 00:35:17,410 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-03-25 00:35:17,443 INFO test.py line 201 3155176] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-03-25 00:35:17,625 INFO test.py line 291 3155176] Test: scene0131_01 [36/78]-172221 Batch 4.583 (4.487) Accuracy 0.8819 (0.7096) mIoU 0.2994 (0.6142) +[2025-03-25 00:35:17,660 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-03-25 00:35:17,689 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-03-25 00:35:17,718 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-03-25 00:35:17,747 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-03-25 00:35:17,778 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 4/131 +[2025-03-25 00:35:17,807 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:35:18,132 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 16/131 +[2025-03-25 00:35:18,165 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 17/131 +[2025-03-25 00:35:18,194 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 18/131 +[2025-03-25 00:35:18,223 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 19/131 +[2025-03-25 00:35:18,252 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 20/131 +[2025-03-25 00:35:18,280 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 21/131 +[2025-03-25 00:35:18,316 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 22/131 +[2025-03-25 00:35:18,353 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 23/131 +[2025-03-25 00:35:18,389 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 24/131 +[2025-03-25 00:35:18,418 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 25/131 +[2025-03-25 00:35:18,446 INFO 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Test: 37/78-scene0086_00, Batch: 36/131 +[2025-03-25 00:35:18,775 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 37/131 +[2025-03-25 00:35:18,803 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 38/131 +[2025-03-25 00:35:18,836 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 39/131 +[2025-03-25 00:35:18,874 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 40/131 +[2025-03-25 00:35:18,903 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 41/131 +[2025-03-25 00:35:18,931 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 42/131 +[2025-03-25 00:35:18,960 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 43/131 +[2025-03-25 00:35:18,987 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 44/131 +[2025-03-25 00:35:19,016 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 45/131 +[2025-03-25 00:35:19,043 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, 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test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 108/131 +[2025-03-25 00:35:20,762 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 109/131 +[2025-03-25 00:35:20,790 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 110/131 +[2025-03-25 00:35:20,815 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 111/131 +[2025-03-25 00:35:20,842 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 112/131 +[2025-03-25 00:35:20,870 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 113/131 +[2025-03-25 00:35:20,899 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 114/131 +[2025-03-25 00:35:20,928 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 115/131 +[2025-03-25 00:35:20,955 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 116/131 +[2025-03-25 00:35:20,981 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 117/131 +[2025-03-25 00:35:21,008 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 118/131 +[2025-03-25 00:35:21,034 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 119/131 +[2025-03-25 00:35:21,060 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 120/131 +[2025-03-25 00:35:21,085 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 121/131 +[2025-03-25 00:35:21,110 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 122/131 +[2025-03-25 00:35:21,134 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 123/131 +[2025-03-25 00:35:21,160 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 124/131 +[2025-03-25 00:35:21,189 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 125/131 +[2025-03-25 00:35:21,214 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 126/131 +[2025-03-25 00:35:21,240 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-03-25 00:35:21,266 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-03-25 00:35:21,291 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-03-25 00:35:21,323 INFO test.py line 201 3155176] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-03-25 00:35:21,471 INFO test.py line 291 3155176] Test: scene0086_00 [37/78]-124572 Batch 3.846 (4.470) Accuracy 0.9088 (0.7094) mIoU 0.4104 (0.6145) +[2025-03-25 00:35:21,509 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-03-25 00:35:21,542 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-03-25 00:35:21,573 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-03-25 00:35:21,609 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-03-25 00:35:21,648 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 4/113 +[2025-03-25 00:35:21,682 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 5/113 +[2025-03-25 00:35:21,718 INFO 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38/78-scene0196_00, Batch: 98/113 +[2025-03-25 00:35:24,465 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 99/113 +[2025-03-25 00:35:24,495 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 100/113 +[2025-03-25 00:35:24,525 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 101/113 +[2025-03-25 00:35:24,556 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 102/113 +[2025-03-25 00:35:24,586 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 103/113 +[2025-03-25 00:35:24,615 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 104/113 +[2025-03-25 00:35:24,645 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 105/113 +[2025-03-25 00:35:24,674 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 106/113 +[2025-03-25 00:35:24,704 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-03-25 00:35:24,735 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-03-25 00:35:24,766 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-03-25 00:35:24,796 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-03-25 00:35:24,828 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-03-25 00:35:24,860 INFO test.py line 201 3155176] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-03-25 00:35:25,031 INFO test.py line 291 3155176] Test: scene0196_00 [38/78]-146032 Batch 3.559 (4.446) Accuracy 0.9603 (0.7108) mIoU 0.6652 (0.6160) +[2025-03-25 00:35:25,078 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-03-25 00:35:25,114 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-03-25 00:35:25,151 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 2/129 +[2025-03-25 00:35:25,188 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 3/129 +[2025-03-25 00:35:25,226 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 4/129 +[2025-03-25 00:35:25,262 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 5/129 +[2025-03-25 00:35:25,299 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 6/129 +[2025-03-25 00:35:25,336 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 7/129 +[2025-03-25 00:35:25,372 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 8/129 +[2025-03-25 00:35:25,410 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 9/129 +[2025-03-25 00:35:25,447 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 10/129 +[2025-03-25 00:35:25,483 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 11/129 +[2025-03-25 00:35:25,520 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 12/129 +[2025-03-25 00:35:25,556 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 13/129 +[2025-03-25 00:35:25,593 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, 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00:35:25,997 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 25/129 +[2025-03-25 00:35:26,033 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 26/129 +[2025-03-25 00:35:26,071 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 27/129 +[2025-03-25 00:35:26,108 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 28/129 +[2025-03-25 00:35:26,145 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 29/129 +[2025-03-25 00:35:26,182 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 30/129 +[2025-03-25 00:35:26,218 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 31/129 +[2025-03-25 00:35:26,256 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 32/129 +[2025-03-25 00:35:26,294 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 33/129 +[2025-03-25 00:35:26,330 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 34/129 +[2025-03-25 00:35:26,367 INFO test.py line 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00:35:29,191 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 107/129 +[2025-03-25 00:35:29,225 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 108/129 +[2025-03-25 00:35:29,260 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 109/129 +[2025-03-25 00:35:29,295 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 110/129 +[2025-03-25 00:35:29,330 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 111/129 +[2025-03-25 00:35:29,365 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 112/129 +[2025-03-25 00:35:29,400 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 113/129 +[2025-03-25 00:35:29,440 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 114/129 +[2025-03-25 00:35:29,486 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 115/129 +[2025-03-25 00:35:29,550 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 116/129 +[2025-03-25 00:35:29,593 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 117/129 +[2025-03-25 00:35:29,765 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 118/129 +[2025-03-25 00:35:29,809 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 119/129 +[2025-03-25 00:35:29,867 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 120/129 +[2025-03-25 00:35:29,919 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 121/129 +[2025-03-25 00:35:29,972 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 122/129 +[2025-03-25 00:35:30,034 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 123/129 +[2025-03-25 00:35:30,086 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 124/129 +[2025-03-25 00:35:30,137 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 125/129 +[2025-03-25 00:35:30,170 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-03-25 00:35:30,206 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-03-25 00:35:30,240 INFO test.py line 201 3155176] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-03-25 00:35:30,489 INFO test.py line 291 3155176] Test: scene0050_00 [39/78]-211406 Batch 5.457 (4.472) Accuracy 0.7234 (0.7073) mIoU 0.2858 (0.6103) +[2025-03-25 00:35:30,544 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-03-25 00:35:30,586 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-03-25 00:35:30,633 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-03-25 00:35:30,694 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-03-25 00:35:30,737 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-03-25 00:35:30,779 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 5/138 +[2025-03-25 00:35:30,822 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 6/138 +[2025-03-25 00:35:30,864 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 7/138 +[2025-03-25 00:35:30,909 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 8/138 +[2025-03-25 00:35:30,958 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 9/138 +[2025-03-25 00:35:31,001 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 10/138 +[2025-03-25 00:35:31,043 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 11/138 +[2025-03-25 00:35:31,084 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 12/138 +[2025-03-25 00:35:31,126 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 13/138 +[2025-03-25 00:35:31,167 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 14/138 +[2025-03-25 00:35:31,209 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 15/138 +[2025-03-25 00:35:31,250 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 16/138 +[2025-03-25 00:35:31,292 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 17/138 +[2025-03-25 00:35:31,333 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 18/138 +[2025-03-25 00:35:31,377 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 19/138 +[2025-03-25 00:35:31,419 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 20/138 +[2025-03-25 00:35:31,461 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 21/138 +[2025-03-25 00:35:31,503 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 22/138 +[2025-03-25 00:35:31,544 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 23/138 +[2025-03-25 00:35:31,585 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 24/138 +[2025-03-25 00:35:31,627 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 25/138 +[2025-03-25 00:35:31,669 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 26/138 +[2025-03-25 00:35:31,716 INFO test.py line 201 3155176] Test: 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00:35:32,636 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 48/138 +[2025-03-25 00:35:32,679 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 49/138 +[2025-03-25 00:35:32,721 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 50/138 +[2025-03-25 00:35:32,762 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 51/138 +[2025-03-25 00:35:32,803 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 52/138 +[2025-03-25 00:35:32,844 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 53/138 +[2025-03-25 00:35:32,885 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 54/138 +[2025-03-25 00:35:32,926 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 55/138 +[2025-03-25 00:35:32,967 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 56/138 +[2025-03-25 00:35:33,007 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 57/138 +[2025-03-25 00:35:33,048 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 58/138 +[2025-03-25 00:35:33,089 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 59/138 +[2025-03-25 00:35:33,129 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 60/138 +[2025-03-25 00:35:33,170 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 61/138 +[2025-03-25 00:35:33,210 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 62/138 +[2025-03-25 00:35:33,250 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 63/138 +[2025-03-25 00:35:33,290 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 64/138 +[2025-03-25 00:35:33,329 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 65/138 +[2025-03-25 00:35:33,369 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 66/138 +[2025-03-25 00:35:33,408 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 67/138 +[2025-03-25 00:35:33,447 INFO test.py line 201 3155176] Test: 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00:35:34,305 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 89/138 +[2025-03-25 00:35:34,357 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 90/138 +[2025-03-25 00:35:34,403 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 91/138 +[2025-03-25 00:35:34,451 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 92/138 +[2025-03-25 00:35:34,502 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 93/138 +[2025-03-25 00:35:34,554 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 94/138 +[2025-03-25 00:35:34,600 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 95/138 +[2025-03-25 00:35:34,647 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 96/138 +[2025-03-25 00:35:34,694 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 97/138 +[2025-03-25 00:35:34,740 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 98/138 +[2025-03-25 00:35:34,786 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 99/138 +[2025-03-25 00:35:34,833 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 100/138 +[2025-03-25 00:35:34,879 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 101/138 +[2025-03-25 00:35:34,925 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 102/138 +[2025-03-25 00:35:34,977 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 103/138 +[2025-03-25 00:35:35,024 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 104/138 +[2025-03-25 00:35:35,070 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 105/138 +[2025-03-25 00:35:35,116 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 106/138 +[2025-03-25 00:35:35,162 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 107/138 +[2025-03-25 00:35:35,209 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 108/138 +[2025-03-25 00:35:35,255 INFO test.py line 201 3155176] Test: 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Batch: 119/138 +[2025-03-25 00:35:35,760 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 120/138 +[2025-03-25 00:35:35,805 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 121/138 +[2025-03-25 00:35:35,852 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 122/138 +[2025-03-25 00:35:35,899 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 123/138 +[2025-03-25 00:35:35,948 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 124/138 +[2025-03-25 00:35:35,998 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 125/138 +[2025-03-25 00:35:36,043 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 126/138 +[2025-03-25 00:35:36,089 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 127/138 +[2025-03-25 00:35:36,149 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 128/138 +[2025-03-25 00:35:36,193 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 129/138 +[2025-03-25 00:35:36,237 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 130/138 +[2025-03-25 00:35:36,291 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 131/138 +[2025-03-25 00:35:36,334 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 132/138 +[2025-03-25 00:35:36,379 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 133/138 +[2025-03-25 00:35:36,423 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 134/138 +[2025-03-25 00:35:36,470 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 135/138 +[2025-03-25 00:35:36,515 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 136/138 +[2025-03-25 00:35:36,559 INFO test.py line 201 3155176] Test: 40/78-scene0616_00, Batch: 137/138 +[2025-03-25 00:35:36,921 INFO test.py line 291 3155176] Test: scene0616_00 [40/78]-310248 Batch 6.432 (4.521) Accuracy 0.7583 (0.6990) mIoU 0.4742 (0.5996) +[2025-03-25 00:35:36,969 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-03-25 00:35:37,005 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-03-25 00:35:37,039 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-03-25 00:35:37,075 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-03-25 00:35:37,111 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-03-25 00:35:37,148 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-03-25 00:35:37,182 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-03-25 00:35:37,218 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-03-25 00:35:37,254 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-03-25 00:35:37,288 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 9/142 +[2025-03-25 00:35:37,323 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 10/142 +[2025-03-25 00:35:37,358 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 11/142 +[2025-03-25 00:35:37,394 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 12/142 +[2025-03-25 00:35:37,428 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 13/142 +[2025-03-25 00:35:37,463 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 14/142 +[2025-03-25 00:35:37,498 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 15/142 +[2025-03-25 00:35:37,533 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 16/142 +[2025-03-25 00:35:37,569 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 17/142 +[2025-03-25 00:35:37,604 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 18/142 +[2025-03-25 00:35:37,646 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 19/142 +[2025-03-25 00:35:37,688 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 20/142 +[2025-03-25 00:35:37,748 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 21/142 +[2025-03-25 00:35:37,799 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 22/142 +[2025-03-25 00:35:37,845 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 23/142 +[2025-03-25 00:35:37,897 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 24/142 +[2025-03-25 00:35:37,944 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 25/142 +[2025-03-25 00:35:38,012 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 26/142 +[2025-03-25 00:35:38,079 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 27/142 +[2025-03-25 00:35:38,128 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 28/142 +[2025-03-25 00:35:38,172 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 29/142 +[2025-03-25 00:35:38,215 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 30/142 +[2025-03-25 00:35:38,252 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 31/142 +[2025-03-25 00:35:38,288 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 32/142 +[2025-03-25 00:35:38,324 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 33/142 +[2025-03-25 00:35:38,360 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 34/142 +[2025-03-25 00:35:38,396 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 35/142 +[2025-03-25 00:35:38,432 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 36/142 +[2025-03-25 00:35:38,469 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 37/142 +[2025-03-25 00:35:38,503 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 38/142 +[2025-03-25 00:35:38,538 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 39/142 +[2025-03-25 00:35:38,572 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 40/142 +[2025-03-25 00:35:38,605 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, 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line 201 3155176] Test: 41/78-scene0095_00, Batch: 103/142 +[2025-03-25 00:35:40,782 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 104/142 +[2025-03-25 00:35:40,818 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 105/142 +[2025-03-25 00:35:40,853 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 106/142 +[2025-03-25 00:35:40,888 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 107/142 +[2025-03-25 00:35:40,924 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 108/142 +[2025-03-25 00:35:40,959 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 109/142 +[2025-03-25 00:35:40,995 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 110/142 +[2025-03-25 00:35:41,030 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 111/142 +[2025-03-25 00:35:41,065 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 112/142 +[2025-03-25 00:35:41,100 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 113/142 +[2025-03-25 00:35:41,160 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 114/142 +[2025-03-25 00:35:41,195 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 115/142 +[2025-03-25 00:35:41,238 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 116/142 +[2025-03-25 00:35:41,273 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 117/142 +[2025-03-25 00:35:41,309 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 118/142 +[2025-03-25 00:35:41,344 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 119/142 +[2025-03-25 00:35:41,379 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 120/142 +[2025-03-25 00:35:41,423 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 121/142 +[2025-03-25 00:35:41,468 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-03-25 00:35:41,514 INFO test.py line 201 3155176] Test: 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Batch: 133/142 +[2025-03-25 00:35:41,919 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-03-25 00:35:41,954 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-03-25 00:35:41,990 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-03-25 00:35:42,024 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-03-25 00:35:42,059 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-03-25 00:35:42,093 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-03-25 00:35:42,128 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-03-25 00:35:42,162 INFO test.py line 201 3155176] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-03-25 00:35:42,399 INFO test.py line 291 3155176] Test: scene0095_00 [41/78]-214895 Batch 5.476 (4.544) Accuracy 0.9005 (0.7001) mIoU 0.5637 (0.6006) +[2025-03-25 00:35:42,429 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-03-25 00:35:42,458 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-03-25 00:35:42,483 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-03-25 00:35:42,511 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-03-25 00:35:42,536 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 4/139 +[2025-03-25 00:35:42,563 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 5/139 +[2025-03-25 00:35:42,588 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 6/139 +[2025-03-25 00:35:42,614 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 7/139 +[2025-03-25 00:35:42,639 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 8/139 +[2025-03-25 00:35:42,664 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 9/139 +[2025-03-25 00:35:42,689 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 10/139 +[2025-03-25 00:35:42,714 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 11/139 +[2025-03-25 00:35:42,739 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-03-25 00:35:42,764 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-03-25 00:35:42,789 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-03-25 00:35:42,813 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-03-25 00:35:42,839 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-03-25 00:35:42,864 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-03-25 00:35:42,888 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-03-25 00:35:42,913 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-03-25 00:35:42,938 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-03-25 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test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-03-25 00:35:45,165 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-03-25 00:35:45,183 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-03-25 00:35:45,202 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-03-25 00:35:45,221 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-03-25 00:35:45,239 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-03-25 00:35:45,258 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-03-25 00:35:45,277 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-03-25 00:35:45,296 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 121/139 +[2025-03-25 00:35:45,315 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 122/139 +[2025-03-25 00:35:45,334 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 123/139 +[2025-03-25 00:35:45,351 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 124/139 +[2025-03-25 00:35:45,370 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 125/139 +[2025-03-25 00:35:45,389 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 126/139 +[2025-03-25 00:35:45,407 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 127/139 +[2025-03-25 00:35:45,427 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 128/139 +[2025-03-25 00:35:45,444 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 129/139 +[2025-03-25 00:35:45,463 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 130/139 +[2025-03-25 00:35:45,481 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 131/139 +[2025-03-25 00:35:45,499 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 132/139 +[2025-03-25 00:35:45,517 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 133/139 +[2025-03-25 00:35:45,535 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 134/139 +[2025-03-25 00:35:45,553 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-03-25 00:35:45,572 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-03-25 00:35:45,589 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-03-25 00:35:45,609 INFO test.py line 201 3155176] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-03-25 00:35:45,670 INFO test.py line 291 3155176] Test: scene0701_01 [42/78]-77206 Batch 3.271 (4.514) Accuracy 0.9621 (0.7032) mIoU 0.7571 (0.6072) +[2025-03-25 00:35:45,691 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-03-25 00:35:45,708 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-03-25 00:35:45,724 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-03-25 00:35:45,742 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-03-25 00:35:45,758 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-03-25 00:35:45,775 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-03-25 00:35:45,791 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-03-25 00:35:45,807 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-03-25 00:35:45,824 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-03-25 00:35:45,840 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-03-25 00:35:45,857 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-03-25 00:35:45,873 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 11/112 +[2025-03-25 00:35:45,889 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 12/112 +[2025-03-25 00:35:45,905 INFO test.py line 201 3155176] Test: 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201 3155176] Test: 43/78-scene0406_01, Batch: 85/112 +[2025-03-25 00:35:47,092 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 86/112 +[2025-03-25 00:35:47,107 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 87/112 +[2025-03-25 00:35:47,125 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 88/112 +[2025-03-25 00:35:47,141 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 89/112 +[2025-03-25 00:35:47,157 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 90/112 +[2025-03-25 00:35:47,195 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 91/112 +[2025-03-25 00:35:47,222 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 92/112 +[2025-03-25 00:35:47,241 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 93/112 +[2025-03-25 00:35:47,257 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 94/112 +[2025-03-25 00:35:47,273 INFO test.py line 201 3155176] Test: 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Batch: 105/112 +[2025-03-25 00:35:47,452 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-03-25 00:35:47,468 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-03-25 00:35:47,483 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-03-25 00:35:47,499 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-03-25 00:35:47,515 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-03-25 00:35:47,531 INFO test.py line 201 3155176] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-03-25 00:35:47,565 INFO test.py line 291 3155176] Test: scene0406_01 [43/78]-45557 Batch 1.895 (4.453) Accuracy 0.9805 (0.7116) mIoU 0.9523 (0.6174) +[2025-03-25 00:35:49,408 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 0/118 +[2025-03-25 00:35:49,464 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 1/118 +[2025-03-25 00:35:49,519 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 2/118 +[2025-03-25 00:35:49,569 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 3/118 +[2025-03-25 00:35:49,628 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 4/118 +[2025-03-25 00:35:49,685 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 5/118 +[2025-03-25 00:35:49,743 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 6/118 +[2025-03-25 00:35:49,795 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 7/118 +[2025-03-25 00:35:49,847 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 8/118 +[2025-03-25 00:35:49,899 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 9/118 +[2025-03-25 00:35:49,945 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 10/118 +[2025-03-25 00:35:49,991 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-03-25 00:35:50,037 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, 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00:35:54,938 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-03-25 00:35:54,993 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-03-25 00:35:55,048 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-03-25 00:35:55,100 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-03-25 00:35:55,152 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-03-25 00:35:55,204 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-03-25 00:35:55,259 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-03-25 00:35:55,310 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-03-25 00:35:55,362 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-03-25 00:35:55,414 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-03-25 00:35:55,466 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-03-25 00:35:55,521 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-03-25 00:35:55,573 INFO test.py line 201 3155176] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-03-25 00:35:55,951 INFO test.py line 291 3155176] Test: scene0329_01 [44/78]-368473 Batch 6.607 (4.502) Accuracy 0.9338 (0.7131) mIoU 0.4818 (0.6185) +[2025-03-25 00:35:55,979 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-03-25 00:35:56,002 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-03-25 00:35:56,027 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-03-25 00:35:56,051 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-03-25 00:35:56,074 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-03-25 00:35:56,097 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-03-25 00:35:56,120 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-03-25 00:35:56,143 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-03-25 00:35:56,169 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-03-25 00:35:56,192 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-03-25 00:35:56,216 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-03-25 00:35:56,239 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-03-25 00:35:56,263 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-03-25 00:35:56,287 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-03-25 00:35:56,311 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 14/104 +[2025-03-25 00:35:56,342 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 15/104 +[2025-03-25 00:35:56,369 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 16/104 +[2025-03-25 00:35:56,392 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 17/104 +[2025-03-25 00:35:56,417 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 18/104 +[2025-03-25 00:35:56,442 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 19/104 +[2025-03-25 00:35:56,465 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 20/104 +[2025-03-25 00:35:56,489 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 21/104 +[2025-03-25 00:35:56,514 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 22/104 +[2025-03-25 00:35:56,538 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 23/104 +[2025-03-25 00:35:56,562 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 24/104 +[2025-03-25 00:35:56,586 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 25/104 +[2025-03-25 00:35:56,610 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 26/104 +[2025-03-25 00:35:56,634 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 27/104 +[2025-03-25 00:35:56,660 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 28/104 +[2025-03-25 00:35:56,684 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 29/104 +[2025-03-25 00:35:56,707 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 30/104 +[2025-03-25 00:35:56,731 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 31/104 +[2025-03-25 00:35:56,756 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 32/104 +[2025-03-25 00:35:56,780 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 33/104 +[2025-03-25 00:35:56,809 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 34/104 +[2025-03-25 00:35:56,839 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 35/104 +[2025-03-25 00:35:56,862 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 36/104 +[2025-03-25 00:35:56,886 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 37/104 +[2025-03-25 00:35:56,909 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 38/104 +[2025-03-25 00:35:56,933 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 39/104 +[2025-03-25 00:35:56,956 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 40/104 +[2025-03-25 00:35:56,979 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 41/104 +[2025-03-25 00:35:57,011 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 42/104 +[2025-03-25 00:35:57,034 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 43/104 +[2025-03-25 00:35:57,057 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 44/104 +[2025-03-25 00:35:57,081 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 45/104 +[2025-03-25 00:35:57,104 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 46/104 +[2025-03-25 00:35:57,129 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 47/104 +[2025-03-25 00:35:57,154 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 48/104 +[2025-03-25 00:35:57,177 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 49/104 +[2025-03-25 00:35:57,209 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 50/104 +[2025-03-25 00:35:57,240 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 51/104 +[2025-03-25 00:35:57,264 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 52/104 +[2025-03-25 00:35:57,288 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 53/104 +[2025-03-25 00:35:57,310 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 54/104 +[2025-03-25 00:35:57,333 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 55/104 +[2025-03-25 00:35:57,361 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 56/104 +[2025-03-25 00:35:57,385 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 57/104 +[2025-03-25 00:35:57,407 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 58/104 +[2025-03-25 00:35:57,429 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 59/104 +[2025-03-25 00:35:57,453 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 60/104 +[2025-03-25 00:35:57,475 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 61/104 +[2025-03-25 00:35:57,498 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 62/104 +[2025-03-25 00:35:57,521 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 63/104 +[2025-03-25 00:35:57,543 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 64/104 +[2025-03-25 00:35:57,568 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 65/104 +[2025-03-25 00:35:57,591 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 66/104 +[2025-03-25 00:35:57,614 INFO test.py line 201 3155176] Test: 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00:35:58,132 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 88/104 +[2025-03-25 00:35:58,157 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-03-25 00:35:58,180 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-03-25 00:35:58,204 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-03-25 00:35:58,226 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-03-25 00:35:58,250 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-03-25 00:35:58,273 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-03-25 00:35:58,302 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-03-25 00:35:58,329 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-03-25 00:35:58,361 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-03-25 00:35:58,396 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-03-25 00:35:58,426 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-03-25 00:35:58,456 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-03-25 00:35:58,490 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-03-25 00:35:58,525 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-03-25 00:35:58,559 INFO test.py line 201 3155176] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-03-25 00:35:58,620 INFO test.py line 291 3155176] Test: scene0100_01 [45/78]-51211 Batch 2.669 (4.461) Accuracy 0.9013 (0.7142) mIoU 0.7134 (0.6177) +[2025-03-25 00:35:58,656 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-03-25 00:35:58,684 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-03-25 00:35:58,713 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-03-25 00:35:58,746 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-03-25 00:35:58,774 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-03-25 00:35:58,799 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-03-25 00:35:58,825 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-03-25 00:35:58,864 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-03-25 00:35:58,893 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-03-25 00:35:58,922 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-03-25 00:35:58,950 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-03-25 00:35:58,976 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 11/127 +[2025-03-25 00:35:59,004 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 12/127 +[2025-03-25 00:35:59,026 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 13/127 +[2025-03-25 00:35:59,049 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 14/127 +[2025-03-25 00:35:59,072 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 15/127 +[2025-03-25 00:35:59,094 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 16/127 +[2025-03-25 00:35:59,115 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 17/127 +[2025-03-25 00:35:59,137 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 18/127 +[2025-03-25 00:35:59,159 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 19/127 +[2025-03-25 00:35:59,180 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 20/127 +[2025-03-25 00:35:59,204 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 21/127 +[2025-03-25 00:35:59,226 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 22/127 +[2025-03-25 00:35:59,249 INFO test.py line 201 3155176] Test: 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00:35:59,710 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 44/127 +[2025-03-25 00:35:59,730 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 45/127 +[2025-03-25 00:35:59,751 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 46/127 +[2025-03-25 00:35:59,772 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 47/127 +[2025-03-25 00:35:59,797 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 48/127 +[2025-03-25 00:35:59,819 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 49/127 +[2025-03-25 00:35:59,839 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 50/127 +[2025-03-25 00:35:59,867 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 51/127 +[2025-03-25 00:35:59,888 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 52/127 +[2025-03-25 00:35:59,909 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 53/127 +[2025-03-25 00:35:59,930 INFO test.py line 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Batch: 115/127 +[2025-03-25 00:36:01,384 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 116/127 +[2025-03-25 00:36:01,412 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-03-25 00:36:01,441 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-03-25 00:36:01,468 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-03-25 00:36:01,497 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-03-25 00:36:01,525 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-03-25 00:36:01,562 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-03-25 00:36:01,595 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-03-25 00:36:01,625 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-03-25 00:36:01,653 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-03-25 00:36:01,689 INFO test.py line 201 3155176] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-03-25 00:36:01,739 INFO test.py line 291 3155176] Test: scene0664_02 [46/78]-46804 Batch 3.118 (4.432) Accuracy 0.9220 (0.7131) mIoU 0.7809 (0.6204) +[2025-03-25 00:36:01,778 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-03-25 00:36:01,815 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-03-25 00:36:01,851 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-03-25 00:36:01,879 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-03-25 00:36:01,907 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-03-25 00:36:01,938 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-03-25 00:36:01,965 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-03-25 00:36:01,992 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:36:02,293 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 18/126 +[2025-03-25 00:36:02,322 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 19/126 +[2025-03-25 00:36:02,350 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 20/126 +[2025-03-25 00:36:02,377 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 21/126 +[2025-03-25 00:36:02,404 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 22/126 +[2025-03-25 00:36:02,430 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 23/126 +[2025-03-25 00:36:02,456 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 24/126 +[2025-03-25 00:36:02,484 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 25/126 +[2025-03-25 00:36:02,516 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 26/126 +[2025-03-25 00:36:02,543 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 27/126 +[2025-03-25 00:36:02,569 INFO 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test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 110/126 +[2025-03-25 00:36:04,980 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 111/126 +[2025-03-25 00:36:05,014 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 112/126 +[2025-03-25 00:36:05,048 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 113/126 +[2025-03-25 00:36:05,082 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 114/126 +[2025-03-25 00:36:05,115 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 115/126 +[2025-03-25 00:36:05,141 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 116/126 +[2025-03-25 00:36:05,179 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 117/126 +[2025-03-25 00:36:05,206 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 118/126 +[2025-03-25 00:36:05,234 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 119/126 +[2025-03-25 00:36:05,260 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 120/126 +[2025-03-25 00:36:05,287 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 121/126 +[2025-03-25 00:36:05,313 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 122/126 +[2025-03-25 00:36:05,346 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 123/126 +[2025-03-25 00:36:05,374 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 124/126 +[2025-03-25 00:36:05,403 INFO test.py line 201 3155176] Test: 47/78-scene0357_00, Batch: 125/126 +[2025-03-25 00:36:05,563 INFO test.py line 291 3155176] Test: scene0357_00 [47/78]-136945 Batch 3.823 (4.419) Accuracy 0.7535 (0.7112) mIoU 0.2458 (0.6188) +[2025-03-25 00:36:05,599 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 0/125 +[2025-03-25 00:36:05,639 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 1/125 +[2025-03-25 00:36:05,670 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 2/125 +[2025-03-25 00:36:05,702 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 3/125 +[2025-03-25 00:36:05,734 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 4/125 +[2025-03-25 00:36:05,764 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 5/125 +[2025-03-25 00:36:05,795 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 6/125 +[2025-03-25 00:36:05,825 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 7/125 +[2025-03-25 00:36:05,857 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 8/125 +[2025-03-25 00:36:05,892 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 9/125 +[2025-03-25 00:36:05,923 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 10/125 +[2025-03-25 00:36:05,954 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 11/125 +[2025-03-25 00:36:05,983 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 12/125 +[2025-03-25 00:36:06,013 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 13/125 +[2025-03-25 00:36:06,043 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 14/125 +[2025-03-25 00:36:06,073 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 15/125 +[2025-03-25 00:36:06,103 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 16/125 +[2025-03-25 00:36:06,132 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 17/125 +[2025-03-25 00:36:06,162 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 18/125 +[2025-03-25 00:36:06,192 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 19/125 +[2025-03-25 00:36:06,221 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 20/125 +[2025-03-25 00:36:06,251 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 21/125 +[2025-03-25 00:36:06,281 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 22/125 +[2025-03-25 00:36:06,311 INFO test.py line 201 3155176] Test: 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00:36:06,970 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 44/125 +[2025-03-25 00:36:06,999 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 45/125 +[2025-03-25 00:36:07,028 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 46/125 +[2025-03-25 00:36:07,062 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 47/125 +[2025-03-25 00:36:07,098 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 48/125 +[2025-03-25 00:36:07,128 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 49/125 +[2025-03-25 00:36:07,157 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 50/125 +[2025-03-25 00:36:07,186 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 51/125 +[2025-03-25 00:36:07,217 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 52/125 +[2025-03-25 00:36:07,247 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 53/125 +[2025-03-25 00:36:07,278 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 54/125 +[2025-03-25 00:36:07,307 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 55/125 +[2025-03-25 00:36:07,337 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 56/125 +[2025-03-25 00:36:07,366 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 57/125 +[2025-03-25 00:36:07,396 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 58/125 +[2025-03-25 00:36:07,434 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 59/125 +[2025-03-25 00:36:07,474 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 60/125 +[2025-03-25 00:36:07,513 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 61/125 +[2025-03-25 00:36:07,551 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 62/125 +[2025-03-25 00:36:07,589 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 63/125 +[2025-03-25 00:36:07,628 INFO test.py line 201 3155176] Test: 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00:36:08,351 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 85/125 +[2025-03-25 00:36:08,386 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 86/125 +[2025-03-25 00:36:08,421 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 87/125 +[2025-03-25 00:36:08,460 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 88/125 +[2025-03-25 00:36:08,497 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 89/125 +[2025-03-25 00:36:08,534 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 90/125 +[2025-03-25 00:36:08,568 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 91/125 +[2025-03-25 00:36:08,602 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 92/125 +[2025-03-25 00:36:08,637 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 93/125 +[2025-03-25 00:36:08,671 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 94/125 +[2025-03-25 00:36:08,705 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 95/125 +[2025-03-25 00:36:08,739 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 96/125 +[2025-03-25 00:36:08,773 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 97/125 +[2025-03-25 00:36:08,807 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 98/125 +[2025-03-25 00:36:08,847 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 99/125 +[2025-03-25 00:36:08,881 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 100/125 +[2025-03-25 00:36:08,915 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 101/125 +[2025-03-25 00:36:08,950 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 102/125 +[2025-03-25 00:36:08,984 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 103/125 +[2025-03-25 00:36:09,019 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 104/125 +[2025-03-25 00:36:09,054 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 105/125 +[2025-03-25 00:36:09,087 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 106/125 +[2025-03-25 00:36:09,124 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 107/125 +[2025-03-25 00:36:09,159 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 108/125 +[2025-03-25 00:36:09,193 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 109/125 +[2025-03-25 00:36:09,227 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 110/125 +[2025-03-25 00:36:09,261 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 111/125 +[2025-03-25 00:36:09,300 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 112/125 +[2025-03-25 00:36:09,341 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 113/125 +[2025-03-25 00:36:09,381 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-03-25 00:36:09,415 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-03-25 00:36:09,449 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-03-25 00:36:09,494 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-03-25 00:36:09,528 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-03-25 00:36:09,569 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-03-25 00:36:09,608 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-03-25 00:36:09,661 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-03-25 00:36:09,694 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-03-25 00:36:09,727 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-03-25 00:36:09,761 INFO test.py line 201 3155176] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-03-25 00:36:09,966 INFO test.py line 291 3155176] Test: scene0474_00 [48/78]-182281 Batch 4.403 (4.418) Accuracy 0.9308 (0.7127) mIoU 0.6483 (0.6214) +[2025-03-25 00:36:10,007 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-03-25 00:36:10,040 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-03-25 00:36:10,072 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-03-25 00:36:10,104 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-03-25 00:36:10,136 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-03-25 00:36:10,169 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-03-25 00:36:10,200 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-03-25 00:36:10,231 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-03-25 00:36:10,263 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-03-25 00:36:10,295 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-03-25 00:36:10,327 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-03-25 00:36:10,360 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-03-25 00:36:10,396 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-03-25 00:36:10,433 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-03-25 00:36:10,466 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-03-25 00:36:10,499 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-03-25 00:36:10,532 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-03-25 00:36:10,565 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-03-25 00:36:10,598 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-03-25 00:36:10,631 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-03-25 00:36:10,666 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-03-25 00:36:10,699 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-03-25 00:36:10,732 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-03-25 00:36:10,764 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-03-25 00:36:10,799 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-03-25 00:36:10,833 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-03-25 00:36:10,875 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-03-25 00:36:10,909 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-03-25 00:36:10,943 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 28/134 +[2025-03-25 00:36:10,983 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 29/134 +[2025-03-25 00:36:11,040 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 30/134 +[2025-03-25 00:36:11,073 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 31/134 +[2025-03-25 00:36:11,105 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 32/134 +[2025-03-25 00:36:11,139 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 33/134 +[2025-03-25 00:36:11,172 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 34/134 +[2025-03-25 00:36:11,204 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 35/134 +[2025-03-25 00:36:11,237 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 36/134 +[2025-03-25 00:36:11,270 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 37/134 +[2025-03-25 00:36:11,303 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 38/134 +[2025-03-25 00:36:11,335 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 39/134 +[2025-03-25 00:36:11,368 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 40/134 +[2025-03-25 00:36:11,401 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 41/134 +[2025-03-25 00:36:11,443 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 42/134 +[2025-03-25 00:36:11,476 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 43/134 +[2025-03-25 00:36:11,517 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 44/134 +[2025-03-25 00:36:11,550 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 45/134 +[2025-03-25 00:36:11,583 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 46/134 +[2025-03-25 00:36:11,629 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 47/134 +[2025-03-25 00:36:11,677 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 48/134 +[2025-03-25 00:36:11,723 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 49/134 +[2025-03-25 00:36:11,771 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 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00:36:12,264 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 61/134 +[2025-03-25 00:36:12,293 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 62/134 +[2025-03-25 00:36:12,321 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 63/134 +[2025-03-25 00:36:12,350 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 64/134 +[2025-03-25 00:36:12,380 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 65/134 +[2025-03-25 00:36:12,409 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 66/134 +[2025-03-25 00:36:12,437 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 67/134 +[2025-03-25 00:36:12,467 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 68/134 +[2025-03-25 00:36:12,496 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 69/134 +[2025-03-25 00:36:12,525 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 70/134 +[2025-03-25 00:36:12,556 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 71/134 +[2025-03-25 00:36:12,586 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 72/134 +[2025-03-25 00:36:12,616 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 73/134 +[2025-03-25 00:36:12,652 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 74/134 +[2025-03-25 00:36:12,681 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 75/134 +[2025-03-25 00:36:12,710 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 76/134 +[2025-03-25 00:36:12,740 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 77/134 +[2025-03-25 00:36:12,768 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 78/134 +[2025-03-25 00:36:12,798 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 79/134 +[2025-03-25 00:36:12,827 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 80/134 +[2025-03-25 00:36:12,854 INFO test.py line 201 3155176] Test: 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00:36:13,503 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 102/134 +[2025-03-25 00:36:13,547 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 103/134 +[2025-03-25 00:36:13,579 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 104/134 +[2025-03-25 00:36:13,623 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 105/134 +[2025-03-25 00:36:13,656 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 106/134 +[2025-03-25 00:36:13,688 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 107/134 +[2025-03-25 00:36:13,719 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 108/134 +[2025-03-25 00:36:13,749 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 109/134 +[2025-03-25 00:36:13,779 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 110/134 +[2025-03-25 00:36:13,810 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-03-25 00:36:13,840 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-03-25 00:36:13,869 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-03-25 00:36:13,900 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-03-25 00:36:13,932 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-03-25 00:36:13,964 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-03-25 00:36:13,996 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-03-25 00:36:14,034 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-03-25 00:36:14,065 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-03-25 00:36:14,096 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-03-25 00:36:14,127 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-03-25 00:36:14,159 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-03-25 00:36:14,190 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-03-25 00:36:14,221 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-03-25 00:36:14,252 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-03-25 00:36:14,284 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-03-25 00:36:14,314 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-03-25 00:36:14,358 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-03-25 00:36:14,399 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-03-25 00:36:14,429 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-03-25 00:36:14,459 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-03-25 00:36:14,489 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-03-25 00:36:14,519 INFO test.py line 201 3155176] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-03-25 00:36:14,711 INFO test.py line 291 3155176] Test: scene0300_01 [49/78]-173223 Batch 4.745 (4.425) Accuracy 0.7776 (0.7093) mIoU 0.3830 (0.6195) +[2025-03-25 00:36:14,743 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-03-25 00:36:14,769 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-03-25 00:36:14,795 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-03-25 00:36:14,822 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-03-25 00:36:14,848 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-03-25 00:36:14,875 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-03-25 00:36:14,901 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-03-25 00:36:14,928 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-03-25 00:36:14,955 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-03-25 00:36:14,981 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-03-25 00:36:15,006 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-03-25 00:36:15,032 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-03-25 00:36:15,058 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-03-25 00:36:15,083 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-03-25 00:36:15,109 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-03-25 00:36:15,136 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-03-25 00:36:15,162 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-03-25 00:36:15,189 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-03-25 00:36:15,215 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-03-25 00:36:15,241 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-03-25 00:36:15,266 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 20/138 +[2025-03-25 00:36:15,292 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 21/138 +[2025-03-25 00:36:15,318 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 22/138 +[2025-03-25 00:36:15,344 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 23/138 +[2025-03-25 00:36:15,370 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 24/138 +[2025-03-25 00:36:15,397 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 25/138 +[2025-03-25 00:36:15,423 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 26/138 +[2025-03-25 00:36:15,448 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 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00:36:15,740 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 38/138 +[2025-03-25 00:36:15,767 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 39/138 +[2025-03-25 00:36:15,793 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 40/138 +[2025-03-25 00:36:15,820 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 41/138 +[2025-03-25 00:36:15,848 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 42/138 +[2025-03-25 00:36:15,877 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 43/138 +[2025-03-25 00:36:15,905 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 44/138 +[2025-03-25 00:36:15,936 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 45/138 +[2025-03-25 00:36:15,966 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 46/138 +[2025-03-25 00:36:15,996 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 47/138 +[2025-03-25 00:36:16,025 INFO test.py line 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Batch: 109/138 +[2025-03-25 00:36:17,950 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-03-25 00:36:17,983 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-03-25 00:36:18,019 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-03-25 00:36:18,062 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-03-25 00:36:18,097 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-03-25 00:36:18,129 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-03-25 00:36:18,164 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-03-25 00:36:18,195 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-03-25 00:36:18,228 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-03-25 00:36:18,260 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-03-25 00:36:18,299 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-03-25 00:36:18,333 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-03-25 00:36:18,368 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-03-25 00:36:18,404 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-03-25 00:36:18,441 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-03-25 00:36:18,474 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-03-25 00:36:18,506 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-03-25 00:36:18,533 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-03-25 00:36:18,559 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 128/138 +[2025-03-25 00:36:18,586 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 129/138 +[2025-03-25 00:36:18,612 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 130/138 +[2025-03-25 00:36:18,640 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 131/138 +[2025-03-25 00:36:18,670 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 132/138 +[2025-03-25 00:36:18,710 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 133/138 +[2025-03-25 00:36:18,738 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 134/138 +[2025-03-25 00:36:18,769 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 135/138 +[2025-03-25 00:36:18,798 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 136/138 +[2025-03-25 00:36:18,825 INFO test.py line 201 3155176] Test: 50/78-scene0426_03, Batch: 137/138 +[2025-03-25 00:36:18,972 INFO test.py line 291 3155176] Test: scene0426_03 [50/78]-126181 Batch 4.260 (4.422) Accuracy 0.9348 (0.7113) mIoU 0.5420 (0.6219) +[2025-03-25 00:36:19,015 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-03-25 00:36:19,041 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-03-25 00:36:19,068 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-03-25 00:36:19,096 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-03-25 00:36:19,121 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-03-25 00:36:19,152 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-03-25 00:36:19,181 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-03-25 00:36:19,208 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-03-25 00:36:19,234 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-03-25 00:36:19,262 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-03-25 00:36:19,287 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-03-25 00:36:19,313 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-03-25 00:36:19,338 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-03-25 00:36:19,362 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-03-25 00:36:19,386 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-03-25 00:36:19,411 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-03-25 00:36:19,436 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-03-25 00:36:19,461 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-03-25 00:36:19,486 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-03-25 00:36:19,511 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 19/121 +[2025-03-25 00:36:19,536 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 20/121 +[2025-03-25 00:36:19,559 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 21/121 +[2025-03-25 00:36:19,583 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 22/121 +[2025-03-25 00:36:19,610 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 23/121 +[2025-03-25 00:36:19,633 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 24/121 +[2025-03-25 00:36:19,659 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 25/121 +[2025-03-25 00:36:19,683 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 26/121 +[2025-03-25 00:36:19,708 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 27/121 +[2025-03-25 00:36:19,731 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 28/121 +[2025-03-25 00:36:19,762 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 29/121 +[2025-03-25 00:36:19,785 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 30/121 +[2025-03-25 00:36:19,809 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 31/121 +[2025-03-25 00:36:19,833 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 32/121 +[2025-03-25 00:36:19,857 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 33/121 +[2025-03-25 00:36:19,881 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 34/121 +[2025-03-25 00:36:19,905 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 35/121 +[2025-03-25 00:36:19,930 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 36/121 +[2025-03-25 00:36:19,953 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 37/121 +[2025-03-25 00:36:19,976 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 38/121 +[2025-03-25 00:36:19,999 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 39/121 +[2025-03-25 00:36:20,022 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 40/121 +[2025-03-25 00:36:20,045 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, 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00:36:20,418 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 52/121 +[2025-03-25 00:36:20,474 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 53/121 +[2025-03-25 00:36:20,527 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 54/121 +[2025-03-25 00:36:20,571 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 55/121 +[2025-03-25 00:36:20,618 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 56/121 +[2025-03-25 00:36:20,662 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 57/121 +[2025-03-25 00:36:20,703 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 58/121 +[2025-03-25 00:36:20,742 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 59/121 +[2025-03-25 00:36:20,776 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 60/121 +[2025-03-25 00:36:20,809 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 61/121 +[2025-03-25 00:36:20,843 INFO test.py line 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line 201 3155176] Test: 51/78-scene0256_00, Batch: 103/121 +[2025-03-25 00:36:22,084 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 104/121 +[2025-03-25 00:36:22,120 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 105/121 +[2025-03-25 00:36:22,148 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 106/121 +[2025-03-25 00:36:22,175 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 107/121 +[2025-03-25 00:36:22,202 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 108/121 +[2025-03-25 00:36:22,230 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 109/121 +[2025-03-25 00:36:22,256 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 110/121 +[2025-03-25 00:36:22,290 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 111/121 +[2025-03-25 00:36:22,316 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-03-25 00:36:22,342 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-03-25 00:36:22,369 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-03-25 00:36:22,395 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-03-25 00:36:22,424 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-03-25 00:36:22,451 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-03-25 00:36:22,477 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-03-25 00:36:22,505 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-03-25 00:36:22,534 INFO test.py line 201 3155176] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-03-25 00:36:22,658 INFO test.py line 291 3155176] Test: scene0256_00 [51/78]-108517 Batch 3.685 (4.407) Accuracy 0.7499 (0.7215) mIoU 0.3227 (0.6300) +[2025-03-25 00:36:22,704 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-03-25 00:36:22,740 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-03-25 00:36:22,775 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-03-25 00:36:22,810 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-03-25 00:36:22,846 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-03-25 00:36:22,881 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-03-25 00:36:22,915 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-03-25 00:36:22,951 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-03-25 00:36:22,985 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-03-25 00:36:23,020 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 9/139 +[2025-03-25 00:36:23,054 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 10/139 +[2025-03-25 00:36:23,096 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 11/139 +[2025-03-25 00:36:23,131 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 12/139 +[2025-03-25 00:36:23,168 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 13/139 +[2025-03-25 00:36:23,204 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 14/139 +[2025-03-25 00:36:23,240 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 15/139 +[2025-03-25 00:36:23,275 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 16/139 +[2025-03-25 00:36:23,310 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 17/139 +[2025-03-25 00:36:23,345 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 18/139 +[2025-03-25 00:36:23,380 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 19/139 +[2025-03-25 00:36:23,414 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 20/139 +[2025-03-25 00:36:23,449 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:36:27,769 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 124/139 +[2025-03-25 00:36:27,818 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 125/139 +[2025-03-25 00:36:27,866 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 126/139 +[2025-03-25 00:36:27,913 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 127/139 +[2025-03-25 00:36:27,959 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 128/139 +[2025-03-25 00:36:27,995 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 129/139 +[2025-03-25 00:36:28,031 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 130/139 +[2025-03-25 00:36:28,075 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 131/139 +[2025-03-25 00:36:28,113 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 132/139 +[2025-03-25 00:36:28,148 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 133/139 +[2025-03-25 00:36:28,183 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 134/139 +[2025-03-25 00:36:28,227 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 135/139 +[2025-03-25 00:36:28,269 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 136/139 +[2025-03-25 00:36:28,310 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 137/139 +[2025-03-25 00:36:28,346 INFO test.py line 201 3155176] Test: 52/78-scene0221_00, Batch: 138/139 +[2025-03-25 00:36:28,545 INFO test.py line 291 3155176] Test: scene0221_00 [52/78]-185828 Batch 5.886 (4.436) Accuracy 0.8974 (0.7260) mIoU 0.5131 (0.6336) +[2025-03-25 00:36:28,575 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 0/155 +[2025-03-25 00:36:28,601 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 1/155 +[2025-03-25 00:36:28,627 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 2/155 +[2025-03-25 00:36:28,656 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:36:28,954 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 14/155 +[2025-03-25 00:36:28,978 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 15/155 +[2025-03-25 00:36:29,009 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 16/155 +[2025-03-25 00:36:29,039 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 17/155 +[2025-03-25 00:36:29,063 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 18/155 +[2025-03-25 00:36:29,088 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 19/155 +[2025-03-25 00:36:29,112 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 20/155 +[2025-03-25 00:36:29,137 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 21/155 +[2025-03-25 00:36:29,163 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 22/155 +[2025-03-25 00:36:29,188 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 23/155 +[2025-03-25 00:36:29,213 INFO 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test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 106/155 +[2025-03-25 00:36:31,566 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 107/155 +[2025-03-25 00:36:31,592 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 108/155 +[2025-03-25 00:36:31,617 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 109/155 +[2025-03-25 00:36:31,642 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 110/155 +[2025-03-25 00:36:31,666 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 111/155 +[2025-03-25 00:36:31,691 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 112/155 +[2025-03-25 00:36:31,714 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 113/155 +[2025-03-25 00:36:31,739 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 114/155 +[2025-03-25 00:36:31,763 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 115/155 +[2025-03-25 00:36:31,788 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 116/155 +[2025-03-25 00:36:31,812 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 117/155 +[2025-03-25 00:36:31,836 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 118/155 +[2025-03-25 00:36:31,862 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 119/155 +[2025-03-25 00:36:31,885 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 120/155 +[2025-03-25 00:36:31,911 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 121/155 +[2025-03-25 00:36:31,936 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 122/155 +[2025-03-25 00:36:31,960 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 123/155 +[2025-03-25 00:36:31,984 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 124/155 +[2025-03-25 00:36:32,010 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 125/155 +[2025-03-25 00:36:32,035 INFO test.py line 201 3155176] Test: 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Batch: 136/155 +[2025-03-25 00:36:32,299 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 137/155 +[2025-03-25 00:36:32,322 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 138/155 +[2025-03-25 00:36:32,345 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 139/155 +[2025-03-25 00:36:32,367 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 140/155 +[2025-03-25 00:36:32,390 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 141/155 +[2025-03-25 00:36:32,414 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 142/155 +[2025-03-25 00:36:32,438 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 143/155 +[2025-03-25 00:36:32,463 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 144/155 +[2025-03-25 00:36:32,491 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 145/155 +[2025-03-25 00:36:32,515 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 146/155 +[2025-03-25 00:36:32,537 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 147/155 +[2025-03-25 00:36:32,561 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 148/155 +[2025-03-25 00:36:32,585 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 149/155 +[2025-03-25 00:36:32,611 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 150/155 +[2025-03-25 00:36:32,635 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 151/155 +[2025-03-25 00:36:32,660 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 152/155 +[2025-03-25 00:36:32,690 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 153/155 +[2025-03-25 00:36:32,716 INFO test.py line 201 3155176] Test: 53/78-scene0146_01, Batch: 154/155 +[2025-03-25 00:36:32,786 INFO test.py line 291 3155176] Test: scene0146_01 [53/78]-59330 Batch 4.241 (4.432) Accuracy 0.9403 (0.7253) mIoU 0.5649 (0.6333) +[2025-03-25 00:36:32,828 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-03-25 00:36:32,861 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-03-25 00:36:32,894 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-03-25 00:36:32,926 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-03-25 00:36:32,958 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-03-25 00:36:32,990 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-03-25 00:36:33,023 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 6/155 +[2025-03-25 00:36:33,056 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 7/155 +[2025-03-25 00:36:33,090 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 8/155 +[2025-03-25 00:36:33,123 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 9/155 +[2025-03-25 00:36:33,155 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 10/155 +[2025-03-25 00:36:33,189 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 11/155 +[2025-03-25 00:36:33,223 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 12/155 +[2025-03-25 00:36:33,262 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 13/155 +[2025-03-25 00:36:33,303 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 14/155 +[2025-03-25 00:36:33,336 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 15/155 +[2025-03-25 00:36:33,368 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 16/155 +[2025-03-25 00:36:33,402 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 17/155 +[2025-03-25 00:36:33,436 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 18/155 +[2025-03-25 00:36:33,470 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 19/155 +[2025-03-25 00:36:33,503 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 20/155 +[2025-03-25 00:36:33,537 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 21/155 +[2025-03-25 00:36:33,594 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 22/155 +[2025-03-25 00:36:33,625 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 23/155 +[2025-03-25 00:36:33,658 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 24/155 +[2025-03-25 00:36:33,691 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 25/155 +[2025-03-25 00:36:33,729 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 26/155 +[2025-03-25 00:36:33,768 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 27/155 +[2025-03-25 00:36:33,807 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 28/155 +[2025-03-25 00:36:33,840 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 29/155 +[2025-03-25 00:36:33,883 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 30/155 +[2025-03-25 00:36:33,917 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 31/155 +[2025-03-25 00:36:33,950 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 32/155 +[2025-03-25 00:36:33,983 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 33/155 +[2025-03-25 00:36:34,015 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 34/155 +[2025-03-25 00:36:34,051 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 35/155 +[2025-03-25 00:36:34,101 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 36/155 +[2025-03-25 00:36:34,169 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 37/155 +[2025-03-25 00:36:34,239 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 38/155 +[2025-03-25 00:36:34,307 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 39/155 +[2025-03-25 00:36:34,361 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 40/155 +[2025-03-25 00:36:34,401 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, 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line 201 3155176] Test: 54/78-scene0697_03, Batch: 103/155 +[2025-03-25 00:36:36,608 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 104/155 +[2025-03-25 00:36:36,641 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 105/155 +[2025-03-25 00:36:36,675 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 106/155 +[2025-03-25 00:36:36,709 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 107/155 +[2025-03-25 00:36:36,748 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 108/155 +[2025-03-25 00:36:36,781 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 109/155 +[2025-03-25 00:36:36,825 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 110/155 +[2025-03-25 00:36:36,858 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 111/155 +[2025-03-25 00:36:36,891 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 112/155 +[2025-03-25 00:36:36,924 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 113/155 +[2025-03-25 00:36:36,957 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 114/155 +[2025-03-25 00:36:36,990 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 115/155 +[2025-03-25 00:36:37,023 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 116/155 +[2025-03-25 00:36:37,066 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 117/155 +[2025-03-25 00:36:37,099 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 118/155 +[2025-03-25 00:36:37,132 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 119/155 +[2025-03-25 00:36:37,166 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 120/155 +[2025-03-25 00:36:37,199 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 121/155 +[2025-03-25 00:36:37,232 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 122/155 +[2025-03-25 00:36:37,278 INFO test.py line 201 3155176] Test: 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Batch: 133/155 +[2025-03-25 00:36:37,647 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 134/155 +[2025-03-25 00:36:37,682 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 135/155 +[2025-03-25 00:36:37,716 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 136/155 +[2025-03-25 00:36:37,750 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 137/155 +[2025-03-25 00:36:37,784 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 138/155 +[2025-03-25 00:36:37,819 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 139/155 +[2025-03-25 00:36:37,853 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 140/155 +[2025-03-25 00:36:37,888 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 141/155 +[2025-03-25 00:36:37,922 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 142/155 +[2025-03-25 00:36:37,956 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 143/155 +[2025-03-25 00:36:37,990 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 144/155 +[2025-03-25 00:36:38,024 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 145/155 +[2025-03-25 00:36:38,058 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 146/155 +[2025-03-25 00:36:38,092 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 147/155 +[2025-03-25 00:36:38,123 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 148/155 +[2025-03-25 00:36:38,155 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 149/155 +[2025-03-25 00:36:38,188 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 150/155 +[2025-03-25 00:36:38,220 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 151/155 +[2025-03-25 00:36:38,253 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 152/155 +[2025-03-25 00:36:38,286 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 153/155 +[2025-03-25 00:36:38,322 INFO test.py line 201 3155176] Test: 54/78-scene0697_03, Batch: 154/155 +[2025-03-25 00:36:38,506 INFO test.py line 291 3155176] Test: scene0697_03 [54/78]-165912 Batch 5.720 (4.456) Accuracy 0.7272 (0.7241) mIoU 0.2309 (0.6321) +[2025-03-25 00:36:38,540 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 0/126 +[2025-03-25 00:36:38,570 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 1/126 +[2025-03-25 00:36:38,600 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 2/126 +[2025-03-25 00:36:38,629 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 3/126 +[2025-03-25 00:36:38,659 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 4/126 +[2025-03-25 00:36:38,689 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 5/126 +[2025-03-25 00:36:38,718 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 6/126 +[2025-03-25 00:36:38,748 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 7/126 +[2025-03-25 00:36:38,778 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 8/126 +[2025-03-25 00:36:38,806 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 9/126 +[2025-03-25 00:36:38,843 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 10/126 +[2025-03-25 00:36:38,871 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 11/126 +[2025-03-25 00:36:38,901 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 12/126 +[2025-03-25 00:36:38,929 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 13/126 +[2025-03-25 00:36:38,958 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 14/126 +[2025-03-25 00:36:38,987 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 15/126 +[2025-03-25 00:36:39,025 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 16/126 +[2025-03-25 00:36:39,053 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 17/126 +[2025-03-25 00:36:39,082 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 18/126 +[2025-03-25 00:36:39,110 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 19/126 +[2025-03-25 00:36:39,147 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 20/126 +[2025-03-25 00:36:39,184 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 21/126 +[2025-03-25 00:36:39,213 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 22/126 +[2025-03-25 00:36:39,243 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 23/126 +[2025-03-25 00:36:39,273 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 24/126 +[2025-03-25 00:36:39,302 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 25/126 +[2025-03-25 00:36:39,331 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 26/126 +[2025-03-25 00:36:39,359 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 27/126 +[2025-03-25 00:36:39,388 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 28/126 +[2025-03-25 00:36:39,416 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 29/126 +[2025-03-25 00:36:39,444 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 30/126 +[2025-03-25 00:36:39,473 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 31/126 +[2025-03-25 00:36:39,502 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 32/126 +[2025-03-25 00:36:39,532 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 33/126 +[2025-03-25 00:36:39,560 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 34/126 +[2025-03-25 00:36:39,589 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 35/126 +[2025-03-25 00:36:39,624 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 36/126 +[2025-03-25 00:36:39,655 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 37/126 +[2025-03-25 00:36:39,685 INFO test.py line 201 3155176] Test: 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00:36:40,287 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 59/126 +[2025-03-25 00:36:40,315 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 60/126 +[2025-03-25 00:36:40,342 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 61/126 +[2025-03-25 00:36:40,370 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 62/126 +[2025-03-25 00:36:40,399 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 63/126 +[2025-03-25 00:36:40,427 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 64/126 +[2025-03-25 00:36:40,454 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 65/126 +[2025-03-25 00:36:40,481 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 66/126 +[2025-03-25 00:36:40,511 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 67/126 +[2025-03-25 00:36:40,541 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 68/126 +[2025-03-25 00:36:40,569 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 69/126 +[2025-03-25 00:36:40,598 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 70/126 +[2025-03-25 00:36:40,626 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 71/126 +[2025-03-25 00:36:40,653 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 72/126 +[2025-03-25 00:36:40,681 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 73/126 +[2025-03-25 00:36:40,709 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 74/126 +[2025-03-25 00:36:40,738 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 75/126 +[2025-03-25 00:36:40,766 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 76/126 +[2025-03-25 00:36:40,795 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 77/126 +[2025-03-25 00:36:40,824 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 78/126 +[2025-03-25 00:36:40,856 INFO test.py line 201 3155176] Test: 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00:36:41,505 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 100/126 +[2025-03-25 00:36:41,532 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 101/126 +[2025-03-25 00:36:41,559 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 102/126 +[2025-03-25 00:36:41,586 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 103/126 +[2025-03-25 00:36:41,614 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 104/126 +[2025-03-25 00:36:41,641 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 105/126 +[2025-03-25 00:36:41,668 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 106/126 +[2025-03-25 00:36:41,706 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 107/126 +[2025-03-25 00:36:41,739 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 108/126 +[2025-03-25 00:36:41,770 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-03-25 00:36:41,805 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-03-25 00:36:41,837 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-03-25 00:36:41,874 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-03-25 00:36:41,911 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-03-25 00:36:41,953 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-03-25 00:36:41,988 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-03-25 00:36:42,022 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-03-25 00:36:42,057 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-03-25 00:36:42,093 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-03-25 00:36:42,123 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-03-25 00:36:42,154 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-03-25 00:36:42,180 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-03-25 00:36:42,209 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-03-25 00:36:42,242 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-03-25 00:36:42,274 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-03-25 00:36:42,303 INFO test.py line 201 3155176] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-03-25 00:36:42,415 INFO test.py line 291 3155176] Test: scene0655_02 [55/78]-133857 Batch 3.908 (4.446) Accuracy 0.9943 (0.7247) mIoU 0.9870 (0.6330) +[2025-03-25 00:36:42,437 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-03-25 00:36:42,466 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 1/138 +[2025-03-25 00:36:42,492 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 2/138 +[2025-03-25 00:36:42,512 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 3/138 +[2025-03-25 00:36:42,532 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 4/138 +[2025-03-25 00:36:42,552 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 5/138 +[2025-03-25 00:36:42,570 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 6/138 +[2025-03-25 00:36:42,588 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 7/138 +[2025-03-25 00:36:42,606 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 8/138 +[2025-03-25 00:36:42,625 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 9/138 +[2025-03-25 00:36:42,644 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 10/138 +[2025-03-25 00:36:42,664 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 11/138 +[2025-03-25 00:36:42,681 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 12/138 +[2025-03-25 00:36:42,703 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 13/138 +[2025-03-25 00:36:42,724 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 14/138 +[2025-03-25 00:36:42,742 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 15/138 +[2025-03-25 00:36:42,761 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 16/138 +[2025-03-25 00:36:42,780 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 17/138 +[2025-03-25 00:36:42,798 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 18/138 +[2025-03-25 00:36:42,815 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 19/138 +[2025-03-25 00:36:42,834 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 20/138 +[2025-03-25 00:36:42,853 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 21/138 +[2025-03-25 00:36:42,871 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 22/138 +[2025-03-25 00:36:42,898 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:36:45,257 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-03-25 00:36:45,279 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-03-25 00:36:45,300 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-03-25 00:36:45,323 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-03-25 00:36:45,345 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-03-25 00:36:45,367 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-03-25 00:36:45,388 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-03-25 00:36:45,412 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-03-25 00:36:45,434 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-03-25 00:36:45,464 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-03-25 00:36:45,486 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-03-25 00:36:45,507 INFO test.py line 201 3155176] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-03-25 00:36:45,585 INFO test.py line 291 3155176] Test: scene0553_02 [56/78]-67632 Batch 3.170 (4.423) Accuracy 0.9636 (0.7249) mIoU 0.6171 (0.6335) +[2025-03-25 00:36:45,622 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-03-25 00:36:45,653 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-03-25 00:36:45,683 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-03-25 00:36:45,713 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-03-25 00:36:45,745 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-03-25 00:36:45,776 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 5/143 +[2025-03-25 00:36:45,806 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, 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Batch: 139/143 +[2025-03-25 00:36:50,304 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-03-25 00:36:50,337 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-03-25 00:36:50,370 INFO test.py line 201 3155176] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-03-25 00:36:50,563 INFO test.py line 291 3155176] Test: scene0025_00 [57/78]-173392 Batch 4.978 (4.433) Accuracy 0.8716 (0.7241) mIoU 0.4975 (0.6336) +[2025-03-25 00:36:50,596 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-03-25 00:36:50,623 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-03-25 00:36:50,648 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-03-25 00:36:50,685 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-03-25 00:36:50,709 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 4/108 +[2025-03-25 00:36:50,734 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 5/108 +[2025-03-25 00:36:50,758 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 6/108 +[2025-03-25 00:36:50,784 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 7/108 +[2025-03-25 00:36:50,810 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 8/108 +[2025-03-25 00:36:50,835 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 9/108 +[2025-03-25 00:36:50,867 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 10/108 +[2025-03-25 00:36:50,911 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 11/108 +[2025-03-25 00:36:50,951 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 12/108 +[2025-03-25 00:36:50,978 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 13/108 +[2025-03-25 00:36:51,002 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 14/108 +[2025-03-25 00:36:51,026 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, 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00:36:52,391 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 67/108 +[2025-03-25 00:36:52,412 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 68/108 +[2025-03-25 00:36:52,433 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 69/108 +[2025-03-25 00:36:52,454 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 70/108 +[2025-03-25 00:36:52,475 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 71/108 +[2025-03-25 00:36:52,498 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 72/108 +[2025-03-25 00:36:52,520 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 73/108 +[2025-03-25 00:36:52,549 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 74/108 +[2025-03-25 00:36:52,572 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 75/108 +[2025-03-25 00:36:52,595 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 76/108 +[2025-03-25 00:36:52,618 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 77/108 +[2025-03-25 00:36:52,641 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 78/108 +[2025-03-25 00:36:52,664 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 79/108 +[2025-03-25 00:36:52,688 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 80/108 +[2025-03-25 00:36:52,712 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 81/108 +[2025-03-25 00:36:52,735 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 82/108 +[2025-03-25 00:36:52,759 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 83/108 +[2025-03-25 00:36:52,783 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 84/108 +[2025-03-25 00:36:52,815 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 85/108 +[2025-03-25 00:36:52,845 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 86/108 +[2025-03-25 00:36:52,869 INFO test.py line 201 3155176] Test: 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97/108 +[2025-03-25 00:36:53,137 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 98/108 +[2025-03-25 00:36:53,160 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 99/108 +[2025-03-25 00:36:53,184 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 100/108 +[2025-03-25 00:36:53,208 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 101/108 +[2025-03-25 00:36:53,231 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 102/108 +[2025-03-25 00:36:53,260 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 103/108 +[2025-03-25 00:36:53,290 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 104/108 +[2025-03-25 00:36:53,319 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 105/108 +[2025-03-25 00:36:53,342 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 106/108 +[2025-03-25 00:36:53,367 INFO test.py line 201 3155176] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-03-25 00:36:53,423 INFO test.py line 291 3155176] Test: scene0693_02 [58/78]-47996 Batch 2.859 (4.406) Accuracy 0.9098 (0.7249) mIoU 0.4232 (0.6331) +[2025-03-25 00:36:53,475 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-03-25 00:36:53,518 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-03-25 00:36:53,559 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-03-25 00:36:53,605 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-03-25 00:36:53,647 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-03-25 00:36:53,686 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-03-25 00:36:53,725 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-03-25 00:36:53,765 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 7/138 +[2025-03-25 00:36:53,810 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 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INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 19/138 +[2025-03-25 00:36:54,400 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 20/138 +[2025-03-25 00:36:54,454 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 21/138 +[2025-03-25 00:36:54,503 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 22/138 +[2025-03-25 00:36:54,556 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 23/138 +[2025-03-25 00:36:54,620 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 24/138 +[2025-03-25 00:36:54,678 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 25/138 +[2025-03-25 00:36:54,722 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 26/138 +[2025-03-25 00:36:54,780 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 27/138 +[2025-03-25 00:36:54,821 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 28/138 +[2025-03-25 00:36:54,869 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 29/138 +[2025-03-25 00:36:54,909 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 30/138 +[2025-03-25 00:36:54,950 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 31/138 +[2025-03-25 00:36:54,990 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 32/138 +[2025-03-25 00:36:55,030 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 33/138 +[2025-03-25 00:36:55,089 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 34/138 +[2025-03-25 00:36:55,158 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 35/138 +[2025-03-25 00:36:55,207 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 36/138 +[2025-03-25 00:36:55,247 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 37/138 +[2025-03-25 00:36:55,291 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 38/138 +[2025-03-25 00:36:55,333 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, 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00:36:57,576 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 91/138 +[2025-03-25 00:36:57,618 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 92/138 +[2025-03-25 00:36:57,659 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 93/138 +[2025-03-25 00:36:57,701 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 94/138 +[2025-03-25 00:36:57,742 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 95/138 +[2025-03-25 00:36:57,784 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 96/138 +[2025-03-25 00:36:57,830 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 97/138 +[2025-03-25 00:36:57,873 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 98/138 +[2025-03-25 00:36:57,914 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 99/138 +[2025-03-25 00:36:57,956 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 100/138 +[2025-03-25 00:36:57,999 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 101/138 +[2025-03-25 00:36:58,042 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 102/138 +[2025-03-25 00:36:58,086 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 103/138 +[2025-03-25 00:36:58,127 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 104/138 +[2025-03-25 00:36:58,169 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 105/138 +[2025-03-25 00:36:58,212 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 106/138 +[2025-03-25 00:36:58,255 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 107/138 +[2025-03-25 00:36:58,297 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 108/138 +[2025-03-25 00:36:58,339 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 109/138 +[2025-03-25 00:36:58,382 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 110/138 +[2025-03-25 00:36:58,423 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 111/138 +[2025-03-25 00:36:58,465 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 112/138 +[2025-03-25 00:36:58,507 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 113/138 +[2025-03-25 00:36:58,547 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 114/138 +[2025-03-25 00:36:58,589 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 115/138 +[2025-03-25 00:36:58,631 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 116/138 +[2025-03-25 00:36:58,676 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 117/138 +[2025-03-25 00:36:58,717 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 118/138 +[2025-03-25 00:36:58,760 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 119/138 +[2025-03-25 00:36:58,802 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 120/138 +[2025-03-25 00:36:58,844 INFO test.py line 201 3155176] Test: 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Batch: 131/138 +[2025-03-25 00:36:59,300 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 132/138 +[2025-03-25 00:36:59,348 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 133/138 +[2025-03-25 00:36:59,388 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 134/138 +[2025-03-25 00:36:59,428 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 135/138 +[2025-03-25 00:36:59,468 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 136/138 +[2025-03-25 00:36:59,508 INFO test.py line 201 3155176] Test: 59/78-scene0665_00, Batch: 137/138 +[2025-03-25 00:36:59,794 INFO test.py line 291 3155176] Test: scene0665_00 [59/78]-252726 Batch 6.371 (4.439) Accuracy 0.8860 (0.7222) mIoU 0.4198 (0.6323) +[2025-03-25 00:36:59,836 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 0/148 +[2025-03-25 00:36:59,872 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 1/148 +[2025-03-25 00:36:59,915 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 2/148 +[2025-03-25 00:36:59,949 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 3/148 +[2025-03-25 00:36:59,983 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 4/148 +[2025-03-25 00:37:00,018 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 5/148 +[2025-03-25 00:37:00,053 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 6/148 +[2025-03-25 00:37:00,088 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 7/148 +[2025-03-25 00:37:00,123 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 8/148 +[2025-03-25 00:37:00,158 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 9/148 +[2025-03-25 00:37:00,193 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 10/148 +[2025-03-25 00:37:00,228 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 11/148 +[2025-03-25 00:37:00,262 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, 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3155176] Test: 60/78-scene0647_01, Batch: 125/148 +[2025-03-25 00:37:04,088 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 126/148 +[2025-03-25 00:37:04,121 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 127/148 +[2025-03-25 00:37:04,153 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 128/148 +[2025-03-25 00:37:04,185 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 129/148 +[2025-03-25 00:37:04,219 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 130/148 +[2025-03-25 00:37:04,251 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 131/148 +[2025-03-25 00:37:04,283 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 132/148 +[2025-03-25 00:37:04,315 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 133/148 +[2025-03-25 00:37:04,348 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 134/148 +[2025-03-25 00:37:04,384 INFO test.py line 201 3155176] Test: 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Batch: 145/148 +[2025-03-25 00:37:04,757 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 146/148 +[2025-03-25 00:37:04,792 INFO test.py line 201 3155176] Test: 60/78-scene0647_01, Batch: 147/148 +[2025-03-25 00:37:05,012 INFO test.py line 291 3155176] Test: scene0647_01 [60/78]-194360 Batch 5.218 (4.452) Accuracy 0.8455 (0.7205) mIoU 0.3806 (0.6299) +[2025-03-25 00:37:05,046 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 0/134 +[2025-03-25 00:37:05,073 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 1/134 +[2025-03-25 00:37:05,100 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 2/134 +[2025-03-25 00:37:05,128 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 3/134 +[2025-03-25 00:37:05,162 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 4/134 +[2025-03-25 00:37:05,191 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 5/134 +[2025-03-25 00:37:05,216 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 6/134 +[2025-03-25 00:37:05,246 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 7/134 +[2025-03-25 00:37:05,271 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 8/134 +[2025-03-25 00:37:05,295 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 9/134 +[2025-03-25 00:37:05,318 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 10/134 +[2025-03-25 00:37:05,341 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 11/134 +[2025-03-25 00:37:05,365 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 12/134 +[2025-03-25 00:37:05,388 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 13/134 +[2025-03-25 00:37:05,416 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 14/134 +[2025-03-25 00:37:05,446 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 15/134 +[2025-03-25 00:37:05,475 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 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00:37:07,868 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 109/134 +[2025-03-25 00:37:07,895 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 110/134 +[2025-03-25 00:37:07,922 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 111/134 +[2025-03-25 00:37:07,948 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 112/134 +[2025-03-25 00:37:07,975 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 113/134 +[2025-03-25 00:37:08,002 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 114/134 +[2025-03-25 00:37:08,029 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 115/134 +[2025-03-25 00:37:08,056 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 116/134 +[2025-03-25 00:37:08,083 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 117/134 +[2025-03-25 00:37:08,110 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 118/134 +[2025-03-25 00:37:08,137 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 119/134 +[2025-03-25 00:37:08,164 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-03-25 00:37:08,190 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-03-25 00:37:08,216 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-03-25 00:37:08,243 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-03-25 00:37:08,270 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-03-25 00:37:08,296 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-03-25 00:37:08,323 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-03-25 00:37:08,350 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-03-25 00:37:08,377 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-03-25 00:37:08,403 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-03-25 00:37:08,436 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-03-25 00:37:08,463 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-03-25 00:37:08,490 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-03-25 00:37:08,524 INFO test.py line 201 3155176] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-03-25 00:37:08,628 INFO test.py line 291 3155176] Test: scene0558_00 [61/78]-92953 Batch 3.615 (4.438) Accuracy 0.8994 (0.7207) mIoU 0.4258 (0.6296) +[2025-03-25 00:37:08,661 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-03-25 00:37:08,687 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-03-25 00:37:08,713 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 2/139 +[2025-03-25 00:37:08,739 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 3/139 +[2025-03-25 00:37:08,766 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 4/139 +[2025-03-25 00:37:08,792 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 5/139 +[2025-03-25 00:37:08,820 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 6/139 +[2025-03-25 00:37:08,864 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 7/139 +[2025-03-25 00:37:08,889 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 8/139 +[2025-03-25 00:37:08,917 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 9/139 +[2025-03-25 00:37:08,943 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 10/139 +[2025-03-25 00:37:08,989 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 11/139 +[2025-03-25 00:37:09,015 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 12/139 +[2025-03-25 00:37:09,041 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-03-25 00:37:09,067 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-03-25 00:37:09,094 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-03-25 00:37:09,121 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-03-25 00:37:09,149 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-03-25 00:37:09,177 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-03-25 00:37:09,205 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-03-25 00:37:09,232 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-03-25 00:37:09,270 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-03-25 00:37:09,325 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-03-25 00:37:09,377 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 23/139 +[2025-03-25 00:37:09,436 INFO test.py line 201 3155176] Test: 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+[2025-03-25 00:37:12,894 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 127/139 +[2025-03-25 00:37:12,923 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 128/139 +[2025-03-25 00:37:12,956 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 129/139 +[2025-03-25 00:37:12,985 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 130/139 +[2025-03-25 00:37:13,012 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 131/139 +[2025-03-25 00:37:13,054 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 132/139 +[2025-03-25 00:37:13,082 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 133/139 +[2025-03-25 00:37:13,108 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 134/139 +[2025-03-25 00:37:13,135 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 135/139 +[2025-03-25 00:37:13,162 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-03-25 00:37:13,188 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-03-25 00:37:13,220 INFO test.py line 201 3155176] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-03-25 00:37:13,332 INFO test.py line 291 3155176] Test: scene0084_02 [62/78]-98346 Batch 4.704 (4.443) Accuracy 0.9030 (0.7195) mIoU 0.4898 (0.6314) +[2025-03-25 00:37:13,371 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-03-25 00:37:13,407 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-03-25 00:37:13,441 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-03-25 00:37:13,476 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-03-25 00:37:13,510 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 4/143 +[2025-03-25 00:37:13,545 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 5/143 +[2025-03-25 00:37:13,580 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, 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Batch: 139/143 +[2025-03-25 00:37:18,488 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-03-25 00:37:18,542 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-03-25 00:37:18,580 INFO test.py line 201 3155176] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-03-25 00:37:18,833 INFO test.py line 291 3155176] Test: scene0629_02 [63/78]-225983 Batch 5.501 (4.459) Accuracy 0.8480 (0.7182) mIoU 0.3410 (0.6282) +[2025-03-25 00:37:18,873 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-03-25 00:37:18,909 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-03-25 00:37:18,942 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-03-25 00:37:18,974 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-03-25 00:37:19,009 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-03-25 00:37:19,044 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-03-25 00:37:19,077 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-03-25 00:37:19,111 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-03-25 00:37:19,147 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-03-25 00:37:19,182 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-03-25 00:37:19,215 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-03-25 00:37:19,256 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 11/126 +[2025-03-25 00:37:19,293 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 12/126 +[2025-03-25 00:37:19,325 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 13/126 +[2025-03-25 00:37:19,358 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 14/126 +[2025-03-25 00:37:19,391 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, 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00:37:22,635 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 108/126 +[2025-03-25 00:37:22,684 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-03-25 00:37:22,722 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-03-25 00:37:22,758 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-03-25 00:37:22,794 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-03-25 00:37:22,828 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-03-25 00:37:22,863 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-03-25 00:37:22,897 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-03-25 00:37:22,930 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-03-25 00:37:22,963 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-03-25 00:37:22,997 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-03-25 00:37:23,031 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-03-25 00:37:23,065 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-03-25 00:37:23,100 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-03-25 00:37:23,133 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-03-25 00:37:23,173 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-03-25 00:37:23,206 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-03-25 00:37:23,239 INFO test.py line 201 3155176] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-03-25 00:37:23,447 INFO test.py line 291 3155176] Test: scene0474_04 [64/78]-178388 Batch 4.613 (4.462) Accuracy 0.8143 (0.7158) mIoU 0.5139 (0.6266) +[2025-03-25 00:37:23,479 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-03-25 00:37:23,509 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-03-25 00:37:23,538 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-03-25 00:37:23,566 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-03-25 00:37:23,593 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-03-25 00:37:23,622 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-03-25 00:37:23,649 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-03-25 00:37:23,678 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-03-25 00:37:23,704 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-03-25 00:37:23,733 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 9/108 +[2025-03-25 00:37:23,760 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 10/108 +[2025-03-25 00:37:23,788 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 11/108 +[2025-03-25 00:37:23,816 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 12/108 +[2025-03-25 00:37:23,843 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 13/108 +[2025-03-25 00:37:23,870 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 14/108 +[2025-03-25 00:37:23,897 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 15/108 +[2025-03-25 00:37:23,924 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 16/108 +[2025-03-25 00:37:23,951 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 17/108 +[2025-03-25 00:37:23,980 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 18/108 +[2025-03-25 00:37:24,007 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 19/108 +[2025-03-25 00:37:24,034 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 20/108 +[2025-03-25 00:37:24,061 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 21/108 +[2025-03-25 00:37:24,089 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 22/108 +[2025-03-25 00:37:24,117 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 23/108 +[2025-03-25 00:37:24,144 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 24/108 +[2025-03-25 00:37:24,171 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 25/108 +[2025-03-25 00:37:24,200 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 26/108 +[2025-03-25 00:37:24,229 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 27/108 +[2025-03-25 00:37:24,256 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 28/108 +[2025-03-25 00:37:24,285 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 29/108 +[2025-03-25 00:37:24,311 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-03-25 00:37:24,339 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, 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00:37:25,730 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 83/108 +[2025-03-25 00:37:25,753 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 84/108 +[2025-03-25 00:37:25,776 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 85/108 +[2025-03-25 00:37:25,800 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 86/108 +[2025-03-25 00:37:25,823 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 87/108 +[2025-03-25 00:37:25,848 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 88/108 +[2025-03-25 00:37:25,872 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 89/108 +[2025-03-25 00:37:25,896 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 90/108 +[2025-03-25 00:37:25,920 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 91/108 +[2025-03-25 00:37:25,945 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 92/108 +[2025-03-25 00:37:25,969 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 93/108 +[2025-03-25 00:37:25,992 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 94/108 +[2025-03-25 00:37:26,016 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 95/108 +[2025-03-25 00:37:26,041 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 96/108 +[2025-03-25 00:37:26,065 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 97/108 +[2025-03-25 00:37:26,089 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 98/108 +[2025-03-25 00:37:26,114 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 99/108 +[2025-03-25 00:37:26,138 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 100/108 +[2025-03-25 00:37:26,161 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 101/108 +[2025-03-25 00:37:26,184 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-03-25 00:37:26,209 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-03-25 00:37:26,233 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-03-25 00:37:26,257 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-03-25 00:37:26,280 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-03-25 00:37:26,305 INFO test.py line 201 3155176] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-03-25 00:37:26,408 INFO test.py line 291 3155176] Test: scene0256_02 [65/78]-92069 Batch 2.961 (4.439) Accuracy 0.8157 (0.7190) mIoU 0.2564 (0.6291) +[2025-03-25 00:37:26,441 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-03-25 00:37:26,474 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-03-25 00:37:26,505 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 2/126 +[2025-03-25 00:37:26,536 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 3/126 +[2025-03-25 00:37:26,568 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 4/126 +[2025-03-25 00:37:26,598 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 5/126 +[2025-03-25 00:37:26,627 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 6/126 +[2025-03-25 00:37:26,658 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 7/126 +[2025-03-25 00:37:26,690 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 8/126 +[2025-03-25 00:37:26,720 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 9/126 +[2025-03-25 00:37:26,750 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 10/126 +[2025-03-25 00:37:26,781 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 11/126 +[2025-03-25 00:37:26,811 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 12/126 +[2025-03-25 00:37:26,841 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-03-25 00:37:26,872 INFO test.py line 201 3155176] Test: 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00:37:27,522 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 35/126 +[2025-03-25 00:37:27,552 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 36/126 +[2025-03-25 00:37:27,583 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 37/126 +[2025-03-25 00:37:27,613 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 38/126 +[2025-03-25 00:37:27,643 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 39/126 +[2025-03-25 00:37:27,672 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 40/126 +[2025-03-25 00:37:27,701 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 41/126 +[2025-03-25 00:37:27,730 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 42/126 +[2025-03-25 00:37:27,760 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 43/126 +[2025-03-25 00:37:27,790 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 44/126 +[2025-03-25 00:37:27,820 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 45/126 +[2025-03-25 00:37:27,850 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 46/126 +[2025-03-25 00:37:27,880 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 47/126 +[2025-03-25 00:37:27,910 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 48/126 +[2025-03-25 00:37:27,939 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 49/126 +[2025-03-25 00:37:27,969 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 50/126 +[2025-03-25 00:37:27,998 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 51/126 +[2025-03-25 00:37:28,032 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 52/126 +[2025-03-25 00:37:28,062 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 53/126 +[2025-03-25 00:37:28,092 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 54/126 +[2025-03-25 00:37:28,122 INFO test.py line 201 3155176] Test: 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00:37:28,758 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 76/126 +[2025-03-25 00:37:28,795 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 77/126 +[2025-03-25 00:37:28,835 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 78/126 +[2025-03-25 00:37:28,872 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 79/126 +[2025-03-25 00:37:29,056 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 80/126 +[2025-03-25 00:37:29,097 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 81/126 +[2025-03-25 00:37:29,135 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 82/126 +[2025-03-25 00:37:29,185 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 83/126 +[2025-03-25 00:37:29,235 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 84/126 +[2025-03-25 00:37:29,279 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 85/126 +[2025-03-25 00:37:29,318 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 86/126 +[2025-03-25 00:37:29,354 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 87/126 +[2025-03-25 00:37:29,391 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 88/126 +[2025-03-25 00:37:29,427 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 89/126 +[2025-03-25 00:37:29,462 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 90/126 +[2025-03-25 00:37:29,498 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 91/126 +[2025-03-25 00:37:29,535 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 92/126 +[2025-03-25 00:37:29,567 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 93/126 +[2025-03-25 00:37:29,600 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 94/126 +[2025-03-25 00:37:29,632 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 95/126 +[2025-03-25 00:37:29,671 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 96/126 +[2025-03-25 00:37:29,702 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 97/126 +[2025-03-25 00:37:29,733 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 98/126 +[2025-03-25 00:37:29,764 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 99/126 +[2025-03-25 00:37:29,796 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 100/126 +[2025-03-25 00:37:29,828 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 101/126 +[2025-03-25 00:37:29,862 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 102/126 +[2025-03-25 00:37:29,894 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 103/126 +[2025-03-25 00:37:29,926 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 104/126 +[2025-03-25 00:37:29,957 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 105/126 +[2025-03-25 00:37:29,989 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 106/126 +[2025-03-25 00:37:30,021 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 107/126 +[2025-03-25 00:37:30,052 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 108/126 +[2025-03-25 00:37:30,084 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 109/126 +[2025-03-25 00:37:30,115 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 110/126 +[2025-03-25 00:37:30,146 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 111/126 +[2025-03-25 00:37:30,178 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 112/126 +[2025-03-25 00:37:30,209 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 113/126 +[2025-03-25 00:37:30,241 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 114/126 +[2025-03-25 00:37:30,272 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 115/126 +[2025-03-25 00:37:30,302 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 116/126 +[2025-03-25 00:37:30,340 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 117/126 +[2025-03-25 00:37:30,396 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-03-25 00:37:30,437 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-03-25 00:37:30,474 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-03-25 00:37:30,515 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-03-25 00:37:30,553 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-03-25 00:37:30,590 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-03-25 00:37:30,624 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-03-25 00:37:30,659 INFO test.py line 201 3155176] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-03-25 00:37:30,856 INFO test.py line 291 3155176] Test: scene0025_02 [66/78]-177900 Batch 4.448 (4.439) Accuracy 0.9033 (0.7194) mIoU 0.4925 (0.6301) +[2025-03-25 00:37:30,898 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-03-25 00:37:30,935 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-03-25 00:37:30,972 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-03-25 00:37:31,008 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-03-25 00:37:31,046 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-03-25 00:37:31,083 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-03-25 00:37:31,121 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-03-25 00:37:31,159 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-03-25 00:37:31,199 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-03-25 00:37:31,247 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 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Batch: 142/148 +[2025-03-25 00:37:36,497 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-03-25 00:37:36,534 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-03-25 00:37:36,571 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-03-25 00:37:36,608 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-03-25 00:37:36,645 INFO test.py line 201 3155176] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-03-25 00:37:36,913 INFO test.py line 291 3155176] Test: scene0568_01 [67/78]-239388 Batch 6.056 (4.463) Accuracy 0.9281 (0.7201) mIoU 0.4975 (0.6312) +[2025-03-25 00:37:36,946 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-03-25 00:37:36,973 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 1/130 +[2025-03-25 00:37:37,000 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 2/130 +[2025-03-25 00:37:37,026 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 3/130 +[2025-03-25 00:37:37,053 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 4/130 +[2025-03-25 00:37:37,080 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 5/130 +[2025-03-25 00:37:37,107 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 6/130 +[2025-03-25 00:37:37,133 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 7/130 +[2025-03-25 00:37:37,160 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 8/130 +[2025-03-25 00:37:37,187 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 9/130 +[2025-03-25 00:37:37,213 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 10/130 +[2025-03-25 00:37:37,244 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 11/130 +[2025-03-25 00:37:37,270 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 12/130 +[2025-03-25 00:37:37,296 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 13/130 +[2025-03-25 00:37:37,322 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 14/130 +[2025-03-25 00:37:37,348 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 15/130 +[2025-03-25 00:37:37,374 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 16/130 +[2025-03-25 00:37:37,401 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 17/130 +[2025-03-25 00:37:37,428 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 18/130 +[2025-03-25 00:37:37,454 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 19/130 +[2025-03-25 00:37:37,486 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 20/130 +[2025-03-25 00:37:37,512 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 21/130 +[2025-03-25 00:37:37,547 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 22/130 +[2025-03-25 00:37:37,574 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 23/130 +[2025-03-25 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test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-03-25 00:37:40,495 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-03-25 00:37:40,523 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-03-25 00:37:40,553 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-03-25 00:37:40,582 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-03-25 00:37:40,611 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-03-25 00:37:40,640 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-03-25 00:37:40,669 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-03-25 00:37:40,698 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-03-25 00:37:40,727 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-03-25 00:37:40,755 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-03-25 00:37:40,783 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-03-25 00:37:40,811 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-03-25 00:37:40,839 INFO test.py line 201 3155176] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-03-25 00:37:40,984 INFO test.py line 291 3155176] Test: scene0426_02 [68/78]-125149 Batch 4.071 (4.457) Accuracy 0.9258 (0.7208) mIoU 0.6010 (0.6323) +[2025-03-25 00:37:41,015 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-03-25 00:37:41,040 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-03-25 00:37:41,066 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-03-25 00:37:41,091 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 3/122 +[2025-03-25 00:37:41,116 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 4/122 +[2025-03-25 00:37:41,140 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 5/122 +[2025-03-25 00:37:41,163 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 6/122 +[2025-03-25 00:37:41,188 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 7/122 +[2025-03-25 00:37:41,213 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 8/122 +[2025-03-25 00:37:41,238 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 9/122 +[2025-03-25 00:37:41,262 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 10/122 +[2025-03-25 00:37:41,286 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 11/122 +[2025-03-25 00:37:41,310 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 12/122 +[2025-03-25 00:37:41,334 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 13/122 +[2025-03-25 00:37:41,358 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 14/122 +[2025-03-25 00:37:41,383 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 15/122 +[2025-03-25 00:37:41,407 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 16/122 +[2025-03-25 00:37:41,433 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 17/122 +[2025-03-25 00:37:41,460 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 18/122 +[2025-03-25 00:37:41,493 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 19/122 +[2025-03-25 00:37:41,519 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 20/122 +[2025-03-25 00:37:41,544 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 21/122 +[2025-03-25 00:37:41,578 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 22/122 +[2025-03-25 00:37:41,604 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 23/122 +[2025-03-25 00:37:41,632 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 24/122 +[2025-03-25 00:37:41,664 INFO test.py line 201 3155176] Test: 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201 3155176] Test: 69/78-scene0355_01, Batch: 97/122 +[2025-03-25 00:37:43,601 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 98/122 +[2025-03-25 00:37:43,626 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 99/122 +[2025-03-25 00:37:43,656 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 100/122 +[2025-03-25 00:37:43,689 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 101/122 +[2025-03-25 00:37:43,725 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 102/122 +[2025-03-25 00:37:43,750 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 103/122 +[2025-03-25 00:37:43,774 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 104/122 +[2025-03-25 00:37:43,798 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 105/122 +[2025-03-25 00:37:43,823 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 106/122 +[2025-03-25 00:37:43,846 INFO test.py line 201 3155176] Test: 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Batch: 117/122 +[2025-03-25 00:37:44,126 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 118/122 +[2025-03-25 00:37:44,151 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-03-25 00:37:44,175 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-03-25 00:37:44,200 INFO test.py line 201 3155176] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-03-25 00:37:44,282 INFO test.py line 291 3155176] Test: scene0355_01 [69/78]-67623 Batch 3.298 (4.440) Accuracy 0.9541 (0.7210) mIoU 0.4330 (0.6323) +[2025-03-25 00:37:44,313 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-03-25 00:37:44,339 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-03-25 00:37:44,365 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-03-25 00:37:44,397 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 3/142 +[2025-03-25 00:37:44,423 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 4/142 +[2025-03-25 00:37:44,449 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 5/142 +[2025-03-25 00:37:44,482 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 6/142 +[2025-03-25 00:37:44,512 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 7/142 +[2025-03-25 00:37:44,538 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 8/142 +[2025-03-25 00:37:44,580 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 9/142 +[2025-03-25 00:37:44,606 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 10/142 +[2025-03-25 00:37:44,632 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 11/142 +[2025-03-25 00:37:44,656 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 12/142 +[2025-03-25 00:37:44,689 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 13/142 +[2025-03-25 00:37:44,713 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, 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test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 117/142 +[2025-03-25 00:37:47,618 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 118/142 +[2025-03-25 00:37:47,641 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 119/142 +[2025-03-25 00:37:47,664 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 120/142 +[2025-03-25 00:37:47,687 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 121/142 +[2025-03-25 00:37:47,710 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 122/142 +[2025-03-25 00:37:47,737 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 123/142 +[2025-03-25 00:37:47,760 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 124/142 +[2025-03-25 00:37:47,781 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 125/142 +[2025-03-25 00:37:47,810 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-03-25 00:37:47,832 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-03-25 00:37:47,854 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-03-25 00:37:47,876 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-03-25 00:37:47,898 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-03-25 00:37:47,921 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-03-25 00:37:47,943 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-03-25 00:37:47,972 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-03-25 00:37:47,995 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-03-25 00:37:48,018 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-03-25 00:37:48,041 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-03-25 00:37:48,064 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-03-25 00:37:48,087 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-03-25 00:37:48,109 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-03-25 00:37:48,140 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-03-25 00:37:48,164 INFO test.py line 201 3155176] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-03-25 00:37:48,251 INFO test.py line 291 3155176] Test: scene0607_01 [70/78]-78387 Batch 3.968 (4.434) Accuracy 0.8214 (0.7131) mIoU 0.4181 (0.6259) +[2025-03-25 00:37:48,292 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-03-25 00:37:48,326 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-03-25 00:37:48,360 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 2/130 +[2025-03-25 00:37:48,393 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 3/130 +[2025-03-25 00:37:48,433 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 4/130 +[2025-03-25 00:37:48,468 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 5/130 +[2025-03-25 00:37:48,502 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 6/130 +[2025-03-25 00:37:48,536 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 7/130 +[2025-03-25 00:37:48,570 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 8/130 +[2025-03-25 00:37:48,605 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 9/130 +[2025-03-25 00:37:48,640 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 10/130 +[2025-03-25 00:37:48,675 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 11/130 +[2025-03-25 00:37:48,710 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 12/130 +[2025-03-25 00:37:48,746 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 13/130 +[2025-03-25 00:37:48,780 INFO test.py line 201 3155176] Test: 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201 3155176] Test: 71/78-scene0203_01, Batch: 45/130 +[2025-03-25 00:37:49,904 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 46/130 +[2025-03-25 00:37:49,937 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 47/130 +[2025-03-25 00:37:49,969 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 48/130 +[2025-03-25 00:37:50,001 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 49/130 +[2025-03-25 00:37:50,033 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 50/130 +[2025-03-25 00:37:50,067 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 51/130 +[2025-03-25 00:37:50,099 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 52/130 +[2025-03-25 00:37:50,131 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 53/130 +[2025-03-25 00:37:50,164 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 54/130 +[2025-03-25 00:37:50,197 INFO test.py line 201 3155176] Test: 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Batch: 106/130 +[2025-03-25 00:37:51,946 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 107/130 +[2025-03-25 00:37:51,985 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 108/130 +[2025-03-25 00:37:52,020 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 109/130 +[2025-03-25 00:37:52,055 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 110/130 +[2025-03-25 00:37:52,090 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 111/130 +[2025-03-25 00:37:52,124 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 112/130 +[2025-03-25 00:37:52,159 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 113/130 +[2025-03-25 00:37:52,195 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 114/130 +[2025-03-25 00:37:52,229 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 115/130 +[2025-03-25 00:37:52,265 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 116/130 +[2025-03-25 00:37:52,299 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 117/130 +[2025-03-25 00:37:52,334 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-03-25 00:37:52,369 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-03-25 00:37:52,402 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-03-25 00:37:52,436 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-03-25 00:37:52,470 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-03-25 00:37:52,503 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-03-25 00:37:52,537 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-03-25 00:37:52,570 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 125/130 +[2025-03-25 00:37:52,604 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 126/130 +[2025-03-25 00:37:52,639 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 127/130 +[2025-03-25 00:37:52,683 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 128/130 +[2025-03-25 00:37:52,717 INFO test.py line 201 3155176] Test: 71/78-scene0203_01, Batch: 129/130 +[2025-03-25 00:37:52,950 INFO test.py line 291 3155176] Test: scene0203_01 [71/78]-206210 Batch 4.698 (4.437) Accuracy 0.8595 (0.7116) mIoU 0.4023 (0.6248) +[2025-03-25 00:37:52,986 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 0/136 +[2025-03-25 00:37:53,020 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 1/136 +[2025-03-25 00:37:53,053 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 2/136 +[2025-03-25 00:37:53,085 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 3/136 +[2025-03-25 00:37:53,109 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 4/136 +[2025-03-25 00:37:53,130 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, 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00:37:53,366 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 16/136 +[2025-03-25 00:37:53,386 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 17/136 +[2025-03-25 00:37:53,407 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 18/136 +[2025-03-25 00:37:53,427 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 19/136 +[2025-03-25 00:37:53,449 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 20/136 +[2025-03-25 00:37:53,470 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 21/136 +[2025-03-25 00:37:53,491 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 22/136 +[2025-03-25 00:37:53,512 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 23/136 +[2025-03-25 00:37:53,533 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 24/136 +[2025-03-25 00:37:53,553 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 25/136 +[2025-03-25 00:37:53,574 INFO test.py line 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00:37:55,068 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 98/136 +[2025-03-25 00:37:55,089 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 99/136 +[2025-03-25 00:37:55,108 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 100/136 +[2025-03-25 00:37:55,129 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 101/136 +[2025-03-25 00:37:55,148 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 102/136 +[2025-03-25 00:37:55,169 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 103/136 +[2025-03-25 00:37:55,189 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 104/136 +[2025-03-25 00:37:55,208 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 105/136 +[2025-03-25 00:37:55,229 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 106/136 +[2025-03-25 00:37:55,248 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 107/136 +[2025-03-25 00:37:55,269 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 108/136 +[2025-03-25 00:37:55,288 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 109/136 +[2025-03-25 00:37:55,308 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 110/136 +[2025-03-25 00:37:55,341 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 111/136 +[2025-03-25 00:37:55,362 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 112/136 +[2025-03-25 00:37:55,381 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 113/136 +[2025-03-25 00:37:55,401 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 114/136 +[2025-03-25 00:37:55,426 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 115/136 +[2025-03-25 00:37:55,446 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 116/136 +[2025-03-25 00:37:55,466 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-03-25 00:37:55,495 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 118/136 +[2025-03-25 00:37:55,525 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-03-25 00:37:55,553 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-03-25 00:37:55,580 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-03-25 00:37:55,610 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-03-25 00:37:55,638 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-03-25 00:37:55,667 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-03-25 00:37:55,696 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-03-25 00:37:55,721 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-03-25 00:37:55,753 INFO test.py line 201 3155176] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-03-25 00:37:55,781 INFO test.py line 201 3155176] Test: 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INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-03-25 00:37:56,149 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-03-25 00:37:56,184 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-03-25 00:37:56,218 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-03-25 00:37:56,256 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-03-25 00:37:56,291 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-03-25 00:37:56,323 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-03-25 00:37:56,349 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-03-25 00:37:56,374 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-03-25 00:37:56,400 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-03-25 00:37:56,424 INFO test.py line 201 3155176] Test: 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00:37:57,993 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 73/117 +[2025-03-25 00:37:58,018 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 74/117 +[2025-03-25 00:37:58,042 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 75/117 +[2025-03-25 00:37:58,067 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 76/117 +[2025-03-25 00:37:58,092 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 77/117 +[2025-03-25 00:37:58,117 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 78/117 +[2025-03-25 00:37:58,142 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 79/117 +[2025-03-25 00:37:58,166 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 80/117 +[2025-03-25 00:37:58,191 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 81/117 +[2025-03-25 00:37:58,219 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 82/117 +[2025-03-25 00:37:58,254 INFO test.py line 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00:37:59,043 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-03-25 00:37:59,066 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-03-25 00:37:59,091 INFO test.py line 201 3155176] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-03-25 00:37:59,186 INFO test.py line 291 3155176] Test: scene0686_02 [73/78]-84543 Batch 3.135 (4.401) Accuracy 0.9004 (0.7120) mIoU 0.4326 (0.6248) +[2025-03-25 00:37:59,229 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-03-25 00:37:59,280 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-03-25 00:37:59,347 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-03-25 00:37:59,414 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-03-25 00:37:59,475 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-03-25 00:37:59,520 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-03-25 00:37:59,566 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-03-25 00:37:59,609 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-03-25 00:37:59,655 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-03-25 00:37:59,702 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-03-25 00:37:59,749 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-03-25 00:37:59,796 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-03-25 00:37:59,841 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-03-25 00:37:59,886 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-03-25 00:37:59,934 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 14/147 +[2025-03-25 00:37:59,970 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 15/147 +[2025-03-25 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3155176] Test: 74/78-scene0697_02, Batch: 118/147 +[2025-03-25 00:38:03,609 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 119/147 +[2025-03-25 00:38:03,644 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 120/147 +[2025-03-25 00:38:03,677 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 121/147 +[2025-03-25 00:38:03,712 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 122/147 +[2025-03-25 00:38:03,746 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 123/147 +[2025-03-25 00:38:03,782 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 124/147 +[2025-03-25 00:38:03,822 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 125/147 +[2025-03-25 00:38:03,857 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 126/147 +[2025-03-25 00:38:03,892 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 127/147 +[2025-03-25 00:38:03,928 INFO test.py line 201 3155176] Test: 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Batch: 138/147 +[2025-03-25 00:38:04,304 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 139/147 +[2025-03-25 00:38:04,337 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 140/147 +[2025-03-25 00:38:04,370 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 141/147 +[2025-03-25 00:38:04,403 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 142/147 +[2025-03-25 00:38:04,435 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 143/147 +[2025-03-25 00:38:04,466 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 144/147 +[2025-03-25 00:38:04,497 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 145/147 +[2025-03-25 00:38:04,527 INFO test.py line 201 3155176] Test: 74/78-scene0697_02, Batch: 146/147 +[2025-03-25 00:38:04,706 INFO test.py line 291 3155176] Test: scene0697_02 [74/78]-166855 Batch 5.519 (4.416) Accuracy 0.7523 (0.7114) mIoU 0.2543 (0.6240) +[2025-03-25 00:38:04,743 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-03-25 00:38:04,773 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-03-25 00:38:04,805 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-03-25 00:38:04,834 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-03-25 00:38:04,864 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-03-25 00:38:04,894 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-03-25 00:38:04,924 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-03-25 00:38:04,954 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-03-25 00:38:04,985 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-03-25 00:38:05,015 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-03-25 00:38:05,045 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, 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test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 113/130 +[2025-03-25 00:38:08,455 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 114/130 +[2025-03-25 00:38:08,490 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 115/130 +[2025-03-25 00:38:08,525 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 116/130 +[2025-03-25 00:38:08,559 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 117/130 +[2025-03-25 00:38:08,594 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 118/130 +[2025-03-25 00:38:08,628 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 119/130 +[2025-03-25 00:38:08,662 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 120/130 +[2025-03-25 00:38:08,696 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 121/130 +[2025-03-25 00:38:08,730 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-03-25 00:38:08,765 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-03-25 00:38:08,799 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-03-25 00:38:08,834 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-03-25 00:38:08,869 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-03-25 00:38:08,902 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-03-25 00:38:08,935 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-03-25 00:38:08,968 INFO test.py line 201 3155176] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-03-25 00:38:09,173 INFO test.py line 291 3155176] Test: scene0081_01 [75/78]-179955 Batch 4.466 (4.417) Accuracy 0.8971 (0.7108) mIoU 0.2457 (0.6228) +[2025-03-25 00:38:09,210 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 0/143 +[2025-03-25 00:38:09,240 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 1/143 +[2025-03-25 00:38:09,270 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 2/143 +[2025-03-25 00:38:09,298 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 3/143 +[2025-03-25 00:38:09,327 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 4/143 +[2025-03-25 00:38:09,355 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 5/143 +[2025-03-25 00:38:09,384 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 6/143 +[2025-03-25 00:38:09,422 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 7/143 +[2025-03-25 00:38:09,455 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 8/143 +[2025-03-25 00:38:09,484 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 9/143 +[2025-03-25 00:38:09,510 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 10/143 +[2025-03-25 00:38:09,537 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 11/143 +[2025-03-25 00:38:09,565 INFO test.py line 201 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+[2025-03-25 00:38:13,034 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 125/143 +[2025-03-25 00:38:13,065 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 126/143 +[2025-03-25 00:38:13,097 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 127/143 +[2025-03-25 00:38:13,128 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 128/143 +[2025-03-25 00:38:13,165 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 129/143 +[2025-03-25 00:38:13,195 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 130/143 +[2025-03-25 00:38:13,226 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 131/143 +[2025-03-25 00:38:13,256 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 132/143 +[2025-03-25 00:38:13,287 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 133/143 +[2025-03-25 00:38:13,316 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-03-25 00:38:13,344 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-03-25 00:38:13,373 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-03-25 00:38:13,402 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-03-25 00:38:13,432 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-03-25 00:38:13,462 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-03-25 00:38:13,490 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-03-25 00:38:13,519 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-03-25 00:38:13,547 INFO test.py line 201 3155176] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-03-25 00:38:13,687 INFO test.py line 291 3155176] Test: scene0689_00 [76/78]-122129 Batch 4.513 (4.418) Accuracy 0.8473 (0.7104) mIoU 0.6093 (0.6228) +[2025-03-25 00:38:13,733 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-03-25 00:38:13,771 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 1/130 +[2025-03-25 00:38:13,807 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 2/130 +[2025-03-25 00:38:13,843 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 3/130 +[2025-03-25 00:38:13,881 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 4/130 +[2025-03-25 00:38:13,918 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 5/130 +[2025-03-25 00:38:13,955 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 6/130 +[2025-03-25 00:38:13,993 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-03-25 00:38:14,030 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-03-25 00:38:14,067 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 9/130 +[2025-03-25 00:38:14,104 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 10/130 +[2025-03-25 00:38:14,142 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 11/130 +[2025-03-25 00:38:14,180 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 12/130 +[2025-03-25 00:38:14,218 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 13/130 +[2025-03-25 00:38:14,254 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 14/130 +[2025-03-25 00:38:14,292 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 15/130 +[2025-03-25 00:38:14,329 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 16/130 +[2025-03-25 00:38:14,367 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 17/130 +[2025-03-25 00:38:14,405 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 18/130 +[2025-03-25 00:38:14,441 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 19/130 +[2025-03-25 00:38:14,478 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 20/130 +[2025-03-25 00:38:14,514 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 21/130 +[2025-03-25 00:38:14,550 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 22/130 +[2025-03-25 00:38:14,586 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 23/130 +[2025-03-25 00:38:14,632 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 24/130 +[2025-03-25 00:38:14,667 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 25/130 +[2025-03-25 00:38:14,703 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 26/130 +[2025-03-25 00:38:14,740 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 27/130 +[2025-03-25 00:38:14,776 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 28/130 +[2025-03-25 00:38:14,812 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 29/130 +[2025-03-25 00:38:14,847 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 30/130 +[2025-03-25 00:38:14,883 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 31/130 +[2025-03-25 00:38:14,918 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 32/130 +[2025-03-25 00:38:14,954 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 33/130 +[2025-03-25 00:38:14,990 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 34/130 +[2025-03-25 00:38:15,025 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 35/130 +[2025-03-25 00:38:15,061 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 36/130 +[2025-03-25 00:38:15,096 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 37/130 +[2025-03-25 00:38:15,140 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 38/130 +[2025-03-25 00:38:15,178 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 39/130 +[2025-03-25 00:38:15,215 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 40/130 +[2025-03-25 00:38:15,251 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, 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line 201 3155176] Test: 77/78-scene0095_01, Batch: 103/130 +[2025-03-25 00:38:17,630 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 104/130 +[2025-03-25 00:38:17,668 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 105/130 +[2025-03-25 00:38:17,706 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 106/130 +[2025-03-25 00:38:17,753 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 107/130 +[2025-03-25 00:38:17,787 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 108/130 +[2025-03-25 00:38:17,822 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 109/130 +[2025-03-25 00:38:17,857 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 110/130 +[2025-03-25 00:38:17,892 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 111/130 +[2025-03-25 00:38:17,928 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 112/130 +[2025-03-25 00:38:17,962 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 113/130 +[2025-03-25 00:38:17,997 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 114/130 +[2025-03-25 00:38:18,032 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 115/130 +[2025-03-25 00:38:18,067 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 116/130 +[2025-03-25 00:38:18,102 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 117/130 +[2025-03-25 00:38:18,137 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 118/130 +[2025-03-25 00:38:18,171 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 119/130 +[2025-03-25 00:38:18,204 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 120/130 +[2025-03-25 00:38:18,237 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 121/130 +[2025-03-25 00:38:18,269 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-03-25 00:38:18,303 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-03-25 00:38:18,335 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-03-25 00:38:18,368 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-03-25 00:38:18,402 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-03-25 00:38:18,435 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-03-25 00:38:18,468 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-03-25 00:38:18,501 INFO test.py line 201 3155176] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-03-25 00:38:18,723 INFO test.py line 291 3155176] Test: scene0095_01 [77/78]-216254 Batch 5.036 (4.426) Accuracy 0.8881 (0.7112) mIoU 0.4760 (0.6228) +[2025-03-25 00:38:18,756 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-03-25 00:38:18,784 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-03-25 00:38:18,812 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-03-25 00:38:18,840 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-03-25 00:38:18,868 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-03-25 00:38:18,922 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-03-25 00:38:18,951 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-03-25 00:38:18,984 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-03-25 00:38:19,015 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-03-25 00:38:19,047 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 9/147 +[2025-03-25 00:38:19,078 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 10/147 +[2025-03-25 00:38:19,107 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 11/147 +[2025-03-25 00:38:19,139 INFO test.py line 201 3155176] Test: 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00:38:19,763 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 33/147 +[2025-03-25 00:38:19,791 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 34/147 +[2025-03-25 00:38:19,828 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 35/147 +[2025-03-25 00:38:19,854 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 36/147 +[2025-03-25 00:38:19,881 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 37/147 +[2025-03-25 00:38:19,908 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 38/147 +[2025-03-25 00:38:19,935 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 39/147 +[2025-03-25 00:38:19,963 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 40/147 +[2025-03-25 00:38:19,990 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 41/147 +[2025-03-25 00:38:20,026 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 42/147 +[2025-03-25 00:38:20,070 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 43/147 +[2025-03-25 00:38:20,114 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 44/147 +[2025-03-25 00:38:20,158 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 45/147 +[2025-03-25 00:38:20,202 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 46/147 +[2025-03-25 00:38:20,243 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 47/147 +[2025-03-25 00:38:20,271 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 48/147 +[2025-03-25 00:38:20,299 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 49/147 +[2025-03-25 00:38:20,327 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 50/147 +[2025-03-25 00:38:20,354 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 51/147 +[2025-03-25 00:38:20,382 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 52/147 +[2025-03-25 00:38:20,414 INFO test.py line 201 3155176] Test: 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test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-03-25 00:38:22,499 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-03-25 00:38:22,527 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-03-25 00:38:22,555 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-03-25 00:38:22,584 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-03-25 00:38:22,612 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-03-25 00:38:22,640 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-03-25 00:38:22,668 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-03-25 00:38:22,697 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-03-25 00:38:22,725 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-03-25 00:38:22,754 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-03-25 00:38:22,782 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-03-25 00:38:22,809 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-03-25 00:38:22,837 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-03-25 00:38:22,865 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-03-25 00:38:22,892 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-03-25 00:38:22,920 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-03-25 00:38:22,947 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-03-25 00:38:22,975 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-03-25 00:38:23,003 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-03-25 00:38:23,031 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-03-25 00:38:23,058 INFO test.py line 201 3155176] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-03-25 00:38:23,208 INFO test.py line 291 3155176] Test: scene0187_01 [78/78]-144163 Batch 4.484 (4.427) Accuracy 0.9355 (0.7113) mIoU 0.3513 (0.6202) +[2025-03-25 00:38:24,039 INFO test.py line 308 3155176] Syncing ... +[2025-03-25 00:38:37,512 INFO test.py line 336 3155176] Val result: mIoU/mAcc/allAcc 0.6421/0.7424/0.8597 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_0 - wall Result: iou/accuracy 0.8020/0.9429 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_1 - floor Result: iou/accuracy 0.9490/0.9824 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_2 - cabinet Result: iou/accuracy 0.5164/0.6340 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_3 - bed Result: iou/accuracy 0.7164/0.8186 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_4 - chair Result: iou/accuracy 0.8602/0.9304 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_5 - sofa Result: iou/accuracy 0.7244/0.8582 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_6 - table Result: iou/accuracy 0.6392/0.7513 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_7 - door Result: iou/accuracy 0.5743/0.6977 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_8 - window Result: iou/accuracy 0.5104/0.6336 +[2025-03-25 00:38:37,512 INFO test.py line 342 3155176] Class_9 - bookshelf Result: iou/accuracy 0.7071/0.8537 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_10 - picture Result: iou/accuracy 0.2919/0.4036 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_11 - counter Result: iou/accuracy 0.5933/0.7000 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_12 - desk Result: iou/accuracy 0.5620/0.8206 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_13 - curtain Result: iou/accuracy 0.6499/0.7092 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_14 - refridgerator Result: iou/accuracy 0.4666/0.4956 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_15 - shower curtain Result: iou/accuracy 0.6706/0.7407 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_16 - toilet Result: iou/accuracy 0.8755/0.9597 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_17 - sink Result: iou/accuracy 0.5324/0.6129 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_18 - bathtub Result: iou/accuracy 0.8642/0.9208 +[2025-03-25 00:38:37,513 INFO test.py line 342 3155176] Class_19 - otherfurniture Result: iou/accuracy 0.3353/0.3822 +[2025-03-25 00:38:37,513 INFO test.py line 350 3155176] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<