diff --git "a/scannet/semseg-spunet-base/train.log" "b/scannet/semseg-spunet-base/train.log" new file mode 100644--- /dev/null +++ "b/scannet/semseg-spunet-base/train.log" @@ -0,0 +1,22105 @@ +[2025-02-23 19:34:00,097 INFO train.py line 128 2996285] => Loading config ... +[2025-02-23 19:34:00,097 INFO train.py line 130 2996285] Save path: exp/scannet/semseg-spunet-base-bs32-m5-s1 +[2025-02-23 19:34:00,645 INFO train.py line 131 2996285] Config: +weight = 'exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth' +resume = False +evaluate = True +test_only = False +seed = 55476400 +save_path = 'exp/scannet/semseg-spunet-base-bs32-m5-s1' +num_worker = 64 +batch_size = 32 +batch_size_val = None +batch_size_test = None +epoch = 800 +eval_epoch = 100 +clip_grad = None +sync_bn = False +enable_amp = True +empty_cache = False +empty_cache_per_epoch = False +find_unused_parameters = True +mix_prob = 0.8 +param_dicts = None +hooks = [ + dict(type='CheckpointLoader'), + dict(type='IterationTimer', warmup_iter=2), + dict(type='CustomInformationWriter', interval=50, key='loss'), + dict(type='CustomSemSegEvaluator'), + dict(type='CheckpointSaver', save_freq=None), + dict(type='PreciseEvaluator', test_last=False) +] +train = dict(type='DefaultTrainer') +test = dict(type='SemSegTester', verbose=True) +evaluate_interval = [(1, 1), (90, 1)] +model = dict( + type='DefaultSegmentor', + backbone=dict( + type='SpUNet-v1m1', + in_channels=6, + num_classes=20, + channels=(32, 64, 128, 256, 256, 128, 96, 96), + layers=(2, 3, 4, 6, 2, 2, 2, 2)), + criteria=[ + dict(type='CrossEntropyLoss', loss_weight=1.0, ignore_index=-1), + dict( + type='LovaszLoss', + mode='multiclass', + loss_weight=1.0, + ignore_index=-1) + ]) +optimizer = dict(type='AdamW', lr=0.006, weight_decay=0.05) +scheduler = dict( + type='OneCycleLR', + max_lr=0.006, + pct_start=0.05, + anneal_strategy='cos', + div_factor=10.0, + final_div_factor=1000.0) +dataset_type = 'ScanNetDataset' +data_root = 'data/scannet' +data = dict( + num_classes=20, + ignore_index=-1, + names=[ + 'wall', 'floor', 'cabinet', 'bed', 'chair', 'sofa', 'table', 'door', + 'window', 'bookshelf', 'picture', 'counter', 'desk', 'curtain', + 'refridgerator', 'shower curtain', 'toilet', 'sink', 'bathtub', + 'otherfurniture' + ], + train=dict( + type='ScanNetDataset', + split='train', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='RandomDropout', + dropout_ratio=0.2, + dropout_application_ratio=0.2), + dict( + type='RandomRotate', + angle=[-1, 1], + axis='z', + center=[0, 0, 0], + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='x', + p=0.5), + dict( + type='RandomRotate', + angle=[-0.015625, 0.015625], + axis='y', + p=0.5), + dict(type='RandomScale', scale=[0.9, 1.1]), + dict(type='RandomFlip', p=0.5), + dict(type='RandomJitter', sigma=0.005, clip=0.02), + dict( + type='ElasticDistortion', + distortion_params=[[0.2, 0.4], [0.8, 1.6]]), + dict(type='ChromaticAutoContrast', p=0.2, blend_factor=None), + dict(type='ChromaticTranslation', p=0.95, ratio=0.05), + dict(type='ChromaticJitter', p=0.95, std=0.05), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='SphereCrop', point_max=100000, mode='random'), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict(type='ShufflePoint'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False, + loop=8), + val=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='train', + return_grid_coord=True), + dict(type='CenterShift', apply_z=False), + dict(type='NormalizeColor'), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'segment'), + feat_keys=('color', 'normal')) + ], + test_mode=False), + test=dict( + type='ScanNetDataset', + split='val', + data_root='data/scannet', + transform=[ + dict(type='ToTensor'), + dict(type='CenterShift', apply_z=True), + dict(type='NormalizeColor') + ], + test_mode=True, + test_cfg=dict( + voxelize=dict( + type='GridSample', + grid_size=0.02, + hash_type='fnv', + mode='test', + return_grid_coord=True, + keys=('coord', 'color', 'normal')), + crop=None, + post_transform=[ + dict(type='CenterShift', apply_z=False), + dict( + type='Collect', + keys=('coord', 'grid_coord', 'index'), + feat_keys=('color', 'normal')) + ], + aug_transform=[[{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [0.95, 0.95] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [0.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], + [{ + 'type': 'RandomRotateTargetAngle', + 'angle': [1.5], + 'axis': 'z', + 'center': [0, 0, 0], + 'p': 1 + }, { + 'type': 'RandomScale', + 'scale': [1.05, 1.05] + }], [{ + 'type': 'RandomFlip', + 'p': 1 + }]]))) +num_worker_per_gpu = 16 +batch_size_per_gpu = 8 +batch_size_val_per_gpu = 1 +batch_size_test_per_gpu = 1 + +[2025-02-23 19:34:00,645 INFO train.py line 132 2996285] => Building model ... +[2025-02-23 19:34:01,269 INFO train.py line 225 2996285] Num params: 39157844 +[2025-02-23 19:34:01,301 INFO train.py line 134 2996285] => Building writer ... +[2025-02-23 19:34:01,303 INFO train.py line 235 2996285] Tensorboard writer logging dir: exp/scannet/semseg-spunet-base-bs32-m5-s1 +[2025-02-23 19:34:01,303 INFO train.py line 136 2996285] => Building train dataset & dataloader ... +[2025-02-23 19:34:01,305 INFO defaults.py line 68 2996285] Totally 1201 x 8 samples in train set. +[2025-02-23 19:34:01,305 INFO train.py line 138 2996285] => Building val dataset & dataloader ... +[2025-02-23 19:34:01,306 INFO defaults.py line 68 2996285] Totally 312 x 1 samples in val set. +[2025-02-23 19:34:01,306 INFO train.py line 140 2996285] => Building optimize, scheduler, scaler(amp) ... +[2025-02-23 19:34:01,307 INFO train.py line 144 2996285] => Building hooks ... +[2025-02-23 19:34:01,307 INFO misc.py line 214 2996285] => Loading checkpoint & weight ... +[2025-02-23 19:34:01,307 INFO misc.py line 216 2996285] Loading weight at: exp/scannet/pretrain-gs-v4-spunet-base-m5/model/model_last.pth +[2025-02-23 19:34:01,865 INFO misc.py line 221 2996285] Loading layer weights with keyword: , replace keyword with: +[2025-02-23 19:34:01,871 INFO misc.py line 238 2996285] Missing keys: ['module.backbone.final.weight', 'module.backbone.final.bias'] +[2025-02-23 19:34:01,871 INFO train.py line 151 2996285] >>>>>>>>>>>>>>>> Start Training >>>>>>>>>>>>>>>> +[2025-02-23 19:34:45,348 INFO hook.py line 109 2996285] Train: [1/100][50/300] Data 0.004 (0.004) Batch 0.277 (0.258) Remain 02:08:36 loss: 3.1264 Lr: 6.14811e-04 +[2025-02-23 19:34:58,129 INFO hook.py line 109 2996285] Train: [1/100][100/300] Data 0.004 (0.004) Batch 0.234 (0.257) Remain 02:07:52 loss: 2.0929 Lr: 6.59080e-04 +[2025-02-23 19:35:10,960 INFO hook.py line 109 2996285] Train: [1/100][150/300] Data 0.004 (0.004) Batch 0.244 (0.257) Remain 02:07:39 loss: 2.1228 Lr: 7.32322e-04 +[2025-02-23 19:35:23,801 INFO hook.py line 109 2996285] Train: [1/100][200/300] Data 0.007 (0.004) Batch 0.273 (0.257) Remain 02:07:28 loss: 1.5343 Lr: 8.33734e-04 +[2025-02-23 19:35:36,535 INFO hook.py line 109 2996285] Train: [1/100][250/300] Data 0.003 (0.004) Batch 0.275 (0.256) Remain 02:07:03 loss: 1.7392 Lr: 9.62203e-04 +[2025-02-23 19:35:47,573 INFO hook.py line 109 2996285] Train: [1/100][300/300] Data 0.002 (0.004) Batch 0.199 (0.250) Remain 02:03:53 loss: 1.8434 Lr: 1.11632e-03 +[2025-02-23 19:35:47,574 INFO misc.py line 135 2996285] Train result: loss: 2.2693 +[2025-02-23 19:35:47,662 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:36:01,493 INFO hook.py line 289 2996285] Test: [1/78] Loss 1.8422 +[2025-02-23 19:36:01,552 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.1792 +[2025-02-23 19:36:01,594 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.8929 +[2025-02-23 19:36:01,658 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.7272 +[2025-02-23 19:36:01,771 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.8438 +[2025-02-23 19:36:01,825 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5495 +[2025-02-23 19:36:01,878 INFO hook.py line 289 2996285] Test: [7/78] Loss 1.1901 +[2025-02-23 19:36:01,919 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4084 +[2025-02-23 19:36:01,964 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8795 +[2025-02-23 19:36:01,993 INFO hook.py line 289 2996285] Test: [10/78] Loss 1.6233 +[2025-02-23 19:36:02,045 INFO hook.py line 289 2996285] Test: [11/78] Loss 1.1264 +[2025-02-23 19:36:02,077 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6268 +[2025-02-23 19:36:02,122 INFO hook.py line 289 2996285] Test: [13/78] Loss 2.0534 +[2025-02-23 19:36:02,158 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0483 +[2025-02-23 19:36:02,192 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.9651 +[2025-02-23 19:36:02,235 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2182 +[2025-02-23 19:36:02,271 INFO hook.py line 289 2996285] Test: [17/78] Loss 1.1581 +[2025-02-23 19:36:02,303 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.4561 +[2025-02-23 19:36:02,344 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2367 +[2025-02-23 19:36:02,378 INFO 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hook.py line 289 2996285] Test: [68/78] Loss 1.0006 +[2025-02-23 19:36:04,101 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3987 +[2025-02-23 19:36:04,151 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.3517 +[2025-02-23 19:36:04,191 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.6643 +[2025-02-23 19:36:04,239 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3958 +[2025-02-23 19:36:04,283 INFO hook.py line 289 2996285] Test: [73/78] Loss 1.0488 +[2025-02-23 19:36:04,320 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8654 +[2025-02-23 19:36:04,365 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3614 +[2025-02-23 19:36:04,389 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.2613 +[2025-02-23 19:36:04,439 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.6342 +[2025-02-23 19:36:04,463 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5591 +[2025-02-23 19:36:05,594 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:36:05,595 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:36:05,595 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] wall : 0.7497 0.9433 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] floor : 0.9425 0.9848 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] cabinet : 0.3057 0.5361 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] bed : 0.5308 0.7211 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] chair : 0.8292 0.9036 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] sofa : 0.6723 0.8363 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] table : 0.4570 0.9003 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] door : 0.5777 0.7448 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] window : 0.3419 0.5468 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] bookshelf : 0.0000 0.0000 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] picture : 0.0000 0.0000 +[2025-02-23 19:36:05,595 INFO hook.py line 232 2996285] counter : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] desk : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] curtain : 0.0001 0.0001 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] refridgerator : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] shower curtain : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] toilet : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] sink : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] bathtub : 0.0000 0.0000 +[2025-02-23 19:36:05,596 INFO hook.py line 232 2996285] otherfurniture : 0.1777 0.1889 +[2025-02-23 19:36:05,596 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:36:05,596 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.2792/0.3653/0.7828. +[2025-02-23 19:36:05,597 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:36:05,599 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.2792 +[2025-02-23 19:36:05,599 INFO misc.py line 164 2996285] Currently Best mIoU: 0.2792 +[2025-02-23 19:36:05,599 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:36:24,640 INFO hook.py line 109 2996285] Train: [2/100][50/300] Data 0.003 (0.004) Batch 0.250 (0.260) Remain 02:08:31 loss: 1.2234 Lr: 1.29439e-03 +[2025-02-23 19:36:37,414 INFO hook.py line 109 2996285] Train: [2/100][100/300] Data 0.003 (0.004) Batch 0.251 (0.258) Remain 02:07:08 loss: 1.0217 Lr: 1.49447e-03 +[2025-02-23 19:36:50,171 INFO hook.py line 109 2996285] Train: [2/100][150/300] Data 0.003 (0.004) Batch 0.256 (0.257) Remain 02:06:29 loss: 1.1366 Lr: 1.71435e-03 +[2025-02-23 19:37:03,572 INFO hook.py line 109 2996285] Train: [2/100][200/300] Data 0.005 (0.004) Batch 0.257 (0.260) Remain 02:07:40 loss: 1.2366 Lr: 1.95163e-03 +[2025-02-23 19:37:16,178 INFO hook.py line 109 2996285] Train: [2/100][250/300] Data 0.003 (0.004) Batch 0.266 (0.258) Remain 02:06:42 loss: 1.1265 Lr: 2.20371e-03 +[2025-02-23 19:37:27,341 INFO hook.py line 109 2996285] Train: [2/100][300/300] Data 0.001 (0.004) Batch 0.209 (0.252) Remain 02:03:37 loss: 0.9223 Lr: 2.46781e-03 +[2025-02-23 19:37:27,342 INFO misc.py line 135 2996285] Train result: loss: 1.1642 +[2025-02-23 19:37:27,428 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:37:40,545 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2596 +[2025-02-23 19:37:40,636 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.0576 +[2025-02-23 19:37:41,524 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4184 +[2025-02-23 19:37:41,569 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4922 +[2025-02-23 19:37:41,607 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4608 +[2025-02-23 19:37:41,660 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6749 +[2025-02-23 19:37:41,707 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.8091 +[2025-02-23 19:37:41,741 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6278 +[2025-02-23 19:37:41,780 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7692 +[2025-02-23 19:37:41,823 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6988 +[2025-02-23 19:37:42,106 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5894 +[2025-02-23 19:37:42,149 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6266 +[2025-02-23 19:37:42,196 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2822 +[2025-02-23 19:37:42,231 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9587 +[2025-02-23 19:37:42,266 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.9546 +[2025-02-23 19:37:42,306 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1539 +[2025-02-23 19:37:42,345 INFO hook.py line 289 2996285] Test: [17/78] Loss 1.0594 +[2025-02-23 19:37:42,382 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.0067 +[2025-02-23 19:37:42,422 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.4417 +[2025-02-23 19:37:42,454 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9397 +[2025-02-23 19:37:42,487 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3130 +[2025-02-23 19:37:42,538 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2967 +[2025-02-23 19:37:42,579 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.0766 +[2025-02-23 19:37:42,619 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.0189 +[2025-02-23 19:37:42,657 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7741 +[2025-02-23 19:37:42,695 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5575 +[2025-02-23 19:37:42,742 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1286 +[2025-02-23 19:37:42,773 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.6768 +[2025-02-23 19:37:42,800 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3222 +[2025-02-23 19:37:42,852 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3620 +[2025-02-23 19:37:42,905 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4920 +[2025-02-23 19:37:42,937 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.7050 +[2025-02-23 19:37:42,987 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2211 +[2025-02-23 19:37:43,021 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8733 +[2025-02-23 19:37:43,054 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3697 +[2025-02-23 19:37:43,091 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6204 +[2025-02-23 19:37:43,137 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3133 +[2025-02-23 19:37:43,172 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2550 +[2025-02-23 19:37:43,227 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5770 +[2025-02-23 19:37:43,270 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5013 +[2025-02-23 19:37:43,309 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9255 +[2025-02-23 19:37:43,334 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2259 +[2025-02-23 19:37:43,366 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2897 +[2025-02-23 19:37:43,423 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5742 +[2025-02-23 19:37:43,455 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6623 +[2025-02-23 19:37:43,499 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5555 +[2025-02-23 19:37:43,534 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8716 +[2025-02-23 19:37:43,564 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.7865 +[2025-02-23 19:37:43,592 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8643 +[2025-02-23 19:37:43,619 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6669 +[2025-02-23 19:37:43,644 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3536 +[2025-02-23 19:37:43,674 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.1383 +[2025-02-23 19:37:43,697 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3795 +[2025-02-23 19:37:43,728 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7325 +[2025-02-23 19:37:43,761 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.1143 +[2025-02-23 19:37:43,798 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2536 +[2025-02-23 19:37:43,828 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6944 +[2025-02-23 19:37:43,851 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6794 +[2025-02-23 19:37:43,886 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7429 +[2025-02-23 19:37:43,915 INFO hook.py line 289 2996285] Test: [60/78] Loss 1.0635 +[2025-02-23 19:37:43,936 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7916 +[2025-02-23 19:37:43,966 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6039 +[2025-02-23 19:37:43,999 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2884 +[2025-02-23 19:37:44,053 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.5831 +[2025-02-23 19:37:44,079 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0218 +[2025-02-23 19:37:44,116 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6377 +[2025-02-23 19:37:44,152 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4776 +[2025-02-23 19:37:44,181 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6231 +[2025-02-23 19:37:44,208 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3643 +[2025-02-23 19:37:44,258 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8748 +[2025-02-23 19:37:44,296 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9930 +[2025-02-23 19:37:44,344 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.6072 +[2025-02-23 19:37:44,389 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.5855 +[2025-02-23 19:37:44,426 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5362 +[2025-02-23 19:37:44,471 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4740 +[2025-02-23 19:37:44,496 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7670 +[2025-02-23 19:37:44,547 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.6150 +[2025-02-23 19:37:44,571 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5124 +[2025-02-23 19:37:45,684 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:37:45,684 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:37:45,684 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] wall : 0.8117 0.9224 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] floor : 0.9551 0.9727 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] cabinet : 0.4595 0.5385 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] bed : 0.7120 0.8435 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] chair : 0.8701 0.9434 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] sofa : 0.7666 0.9092 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] table : 0.6156 0.7068 +[2025-02-23 19:37:45,684 INFO hook.py line 232 2996285] door : 0.5828 0.7866 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] window : 0.5410 0.6491 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] bookshelf : 0.6816 0.7540 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] picture : 0.2571 0.3287 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] counter : 0.5910 0.6999 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] desk : 0.4388 0.9324 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] curtain : 0.5472 0.6180 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] refridgerator : 0.4255 0.5084 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] shower curtain : 0.5734 0.6611 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] toilet : 0.9106 0.9764 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] sink : 0.5849 0.7319 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] bathtub : 0.8384 0.8680 +[2025-02-23 19:37:45,685 INFO hook.py line 232 2996285] otherfurniture : 0.4414 0.5450 +[2025-02-23 19:37:45,685 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:37:45,685 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6302/0.7448/0.8620. +[2025-02-23 19:37:45,685 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:37:45,690 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6302 +[2025-02-23 19:37:45,691 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6302 +[2025-02-23 19:37:45,691 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:38:05,077 INFO hook.py line 109 2996285] Train: [3/100][50/300] Data 0.004 (0.004) Batch 0.247 (0.261) Remain 02:07:26 loss: 1.1185 Lr: 2.74104e-03 +[2025-02-23 19:38:17,672 INFO hook.py line 109 2996285] Train: [3/100][100/300] Data 0.005 (0.004) Batch 0.261 (0.256) Remain 02:05:02 loss: 0.9715 Lr: 3.02040e-03 +[2025-02-23 19:38:30,545 INFO hook.py line 109 2996285] Train: [3/100][150/300] Data 0.003 (0.004) Batch 0.243 (0.257) Remain 02:05:04 loss: 1.0731 Lr: 3.30283e-03 +[2025-02-23 19:38:43,255 INFO hook.py line 109 2996285] Train: [3/100][200/300] Data 0.003 (0.004) Batch 0.281 (0.256) Remain 02:04:33 loss: 0.8599 Lr: 3.58523e-03 +[2025-02-23 19:38:55,949 INFO hook.py line 109 2996285] Train: [3/100][250/300] Data 0.005 (0.004) Batch 0.251 (0.256) Remain 02:04:08 loss: 0.9241 Lr: 3.86450e-03 +[2025-02-23 19:39:06,893 INFO hook.py line 109 2996285] Train: [3/100][300/300] Data 0.001 (0.004) Batch 0.185 (0.249) Remain 02:00:56 loss: 0.8162 Lr: 4.13757e-03 +[2025-02-23 19:39:06,894 INFO misc.py line 135 2996285] Train result: loss: 0.9784 +[2025-02-23 19:39:06,989 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:39:20,386 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2573 +[2025-02-23 19:39:20,723 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.8785 +[2025-02-23 19:39:20,772 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.5471 +[2025-02-23 19:39:20,822 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.6007 +[2025-02-23 19:39:20,864 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4378 +[2025-02-23 19:39:21,076 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7391 +[2025-02-23 19:39:21,123 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.7790 +[2025-02-23 19:39:21,174 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3228 +[2025-02-23 19:39:21,345 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.1695 +[2025-02-23 19:39:21,382 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6993 +[2025-02-23 19:39:21,436 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5589 +[2025-02-23 19:39:21,465 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9233 +[2025-02-23 19:39:21,511 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5875 +[2025-02-23 19:39:21,547 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9910 +[2025-02-23 19:39:21,582 INFO hook.py line 289 2996285] Test: [15/78] Loss 2.3175 +[2025-02-23 19:39:21,622 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3959 +[2025-02-23 19:39:21,657 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.9309 +[2025-02-23 19:39:21,686 INFO hook.py line 289 2996285] Test: [18/78] Loss 2.0167 +[2025-02-23 19:39:21,732 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2058 +[2025-02-23 19:39:21,766 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.6762 +[2025-02-23 19:39:21,801 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2914 +[2025-02-23 19:39:21,838 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.7374 +[2025-02-23 19:39:21,873 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.2384 +[2025-02-23 19:39:21,913 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.0944 +[2025-02-23 19:39:21,951 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.2612 +[2025-02-23 19:39:21,989 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6418 +[2025-02-23 19:39:22,036 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.9724 +[2025-02-23 19:39:22,068 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.6610 +[2025-02-23 19:39:22,101 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3191 +[2025-02-23 19:39:22,154 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6482 +[2025-02-23 19:39:22,206 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5778 +[2025-02-23 19:39:22,239 INFO hook.py line 289 2996285] Test: [32/78] Loss 1.0468 +[2025-02-23 19:39:22,288 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.3155 +[2025-02-23 19:39:22,322 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.1231 +[2025-02-23 19:39:22,354 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4099 +[2025-02-23 19:39:22,389 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.3543 +[2025-02-23 19:39:22,423 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5062 +[2025-02-23 19:39:22,452 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2803 +[2025-02-23 19:39:22,507 INFO hook.py line 289 2996285] Test: [39/78] Loss 2.0296 +[2025-02-23 19:39:22,552 INFO hook.py line 289 2996285] Test: [40/78] Loss 2.0157 +[2025-02-23 19:39:22,591 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0478 +[2025-02-23 19:39:22,616 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.3655 +[2025-02-23 19:39:22,647 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.3149 +[2025-02-23 19:39:22,702 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.7482 +[2025-02-23 19:39:22,739 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5635 +[2025-02-23 19:39:22,785 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6320 +[2025-02-23 19:39:22,819 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8995 +[2025-02-23 19:39:22,848 INFO hook.py line 289 2996285] Test: [48/78] Loss 1.0864 +[2025-02-23 19:39:22,877 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0320 +[2025-02-23 19:39:22,906 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9761 +[2025-02-23 19:39:22,931 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0922 +[2025-02-23 19:39:22,961 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.6026 +[2025-02-23 19:39:22,983 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3529 +[2025-02-23 19:39:23,013 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4200 +[2025-02-23 19:39:23,046 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0987 +[2025-02-23 19:39:23,083 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2256 +[2025-02-23 19:39:23,112 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.9854 +[2025-02-23 19:39:23,136 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.8943 +[2025-02-23 19:39:23,172 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.9118 +[2025-02-23 19:39:23,202 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8688 +[2025-02-23 19:39:23,222 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.9073 +[2025-02-23 19:39:23,251 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7111 +[2025-02-23 19:39:23,283 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2170 +[2025-02-23 19:39:23,337 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.9264 +[2025-02-23 19:39:23,361 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.8309 +[2025-02-23 19:39:23,398 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6783 +[2025-02-23 19:39:23,434 INFO hook.py line 289 2996285] Test: [67/78] Loss 1.3950 +[2025-02-23 19:39:23,463 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9318 +[2025-02-23 19:39:23,490 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4239 +[2025-02-23 19:39:23,541 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8582 +[2025-02-23 19:39:23,580 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.1192 +[2025-02-23 19:39:23,626 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4813 +[2025-02-23 19:39:23,670 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4713 +[2025-02-23 19:39:23,708 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.2182 +[2025-02-23 19:39:23,753 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4175 +[2025-02-23 19:39:23,779 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.2173 +[2025-02-23 19:39:23,829 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3534 +[2025-02-23 19:39:23,854 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7538 +[2025-02-23 19:39:25,014 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:39:25,015 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:39:25,015 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:39:25,015 INFO hook.py line 232 2996285] wall : 0.7914 0.9149 +[2025-02-23 19:39:25,015 INFO hook.py line 232 2996285] floor : 0.9567 0.9862 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] cabinet : 0.5099 0.6247 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] bed : 0.6510 0.6664 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] chair : 0.7625 0.8182 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] sofa : 0.6158 0.7878 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] table : 0.5163 0.8647 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] door : 0.5440 0.6930 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] window : 0.4821 0.6238 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] bookshelf : 0.7310 0.8200 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] picture : 0.2427 0.5594 +[2025-02-23 19:39:25,016 INFO hook.py line 232 2996285] counter : 0.5552 0.7890 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] desk : 0.4293 0.5509 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] curtain : 0.4669 0.4788 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] refridgerator : 0.4390 0.5261 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] shower curtain : 0.6291 0.7082 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] toilet : 0.8997 0.9257 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] sink : 0.5868 0.6321 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] bathtub : 0.8059 0.8271 +[2025-02-23 19:39:25,017 INFO hook.py line 232 2996285] otherfurniture : 0.3376 0.4284 +[2025-02-23 19:39:25,017 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:39:25,017 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.5977/0.7113/0.8402. +[2025-02-23 19:39:25,018 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:39:25,023 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6302 +[2025-02-23 19:39:25,023 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:39:43,668 INFO hook.py line 109 2996285] Train: [4/100][50/300] Data 0.005 (0.004) Batch 0.260 (0.261) Remain 02:06:33 loss: 1.0020 Lr: 4.40146e-03 +[2025-02-23 19:39:56,578 INFO hook.py line 109 2996285] Train: [4/100][100/300] Data 0.005 (0.004) Batch 0.252 (0.260) Remain 02:05:32 loss: 1.0932 Lr: 4.65327e-03 +[2025-02-23 19:40:09,388 INFO hook.py line 109 2996285] Train: [4/100][150/300] Data 0.003 (0.004) Batch 0.253 (0.259) Remain 02:04:44 loss: 1.1066 Lr: 4.89022e-03 +[2025-02-23 19:40:22,269 INFO hook.py line 109 2996285] Train: [4/100][200/300] Data 0.004 (0.004) Batch 0.235 (0.258) Remain 02:04:25 loss: 1.0231 Lr: 5.10973e-03 +[2025-02-23 19:40:35,049 INFO hook.py line 109 2996285] Train: [4/100][250/300] Data 0.003 (0.004) Batch 0.254 (0.258) Remain 02:03:56 loss: 0.9178 Lr: 5.30939e-03 +[2025-02-23 19:40:46,039 INFO hook.py line 109 2996285] Train: [4/100][300/300] Data 0.001 (0.004) Batch 0.200 (0.251) Remain 02:00:39 loss: 0.5526 Lr: 5.48700e-03 +[2025-02-23 19:40:46,040 INFO misc.py line 135 2996285] Train result: loss: 0.9402 +[2025-02-23 19:40:46,121 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:40:59,887 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.8106 +[2025-02-23 19:40:59,969 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.1197 +[2025-02-23 19:41:00,014 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4488 +[2025-02-23 19:41:00,058 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5598 +[2025-02-23 19:41:00,102 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.5081 +[2025-02-23 19:41:00,165 INFO hook.py line 289 2996285] Test: [6/78] Loss 2.0319 +[2025-02-23 19:41:00,278 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.8916 +[2025-02-23 19:41:00,313 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4314 +[2025-02-23 19:41:00,360 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.1160 +[2025-02-23 19:41:00,392 INFO hook.py line 289 2996285] Test: [10/78] Loss 1.2172 +[2025-02-23 19:41:00,660 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4261 +[2025-02-23 19:41:00,693 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.7528 +[2025-02-23 19:41:00,738 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0357 +[2025-02-23 19:41:00,779 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.8600 +[2025-02-23 19:41:00,814 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.8448 +[2025-02-23 19:41:00,872 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3157 +[2025-02-23 19:41:00,909 INFO hook.py line 289 2996285] Test: [17/78] Loss 1.4356 +[2025-02-23 19:41:00,942 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.3528 +[2025-02-23 19:41:00,985 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.3278 +[2025-02-23 19:41:01,018 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8825 +[2025-02-23 19:41:01,051 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.4761 +[2025-02-23 19:41:01,087 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.9054 +[2025-02-23 19:41:01,113 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.5535 +[2025-02-23 19:41:01,155 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.1983 +[2025-02-23 19:41:01,193 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.3337 +[2025-02-23 19:41:01,231 INFO hook.py line 289 2996285] Test: [26/78] Loss 1.8040 +[2025-02-23 19:41:01,277 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.6784 +[2025-02-23 19:41:01,308 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4152 +[2025-02-23 19:41:01,342 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.4735 +[2025-02-23 19:41:01,395 INFO hook.py line 289 2996285] Test: [30/78] Loss 1.3191 +[2025-02-23 19:41:01,447 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.6878 +[2025-02-23 19:41:01,487 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.9809 +[2025-02-23 19:41:01,537 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.7399 +[2025-02-23 19:41:01,576 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.3444 +[2025-02-23 19:41:01,611 INFO hook.py line 289 2996285] Test: [35/78] Loss 1.1441 +[2025-02-23 19:41:01,646 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0754 +[2025-02-23 19:41:01,679 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.9428 +[2025-02-23 19:41:01,705 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4300 +[2025-02-23 19:41:01,760 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5755 +[2025-02-23 19:41:01,802 INFO hook.py line 289 2996285] Test: [40/78] Loss 2.3693 +[2025-02-23 19:41:01,844 INFO hook.py line 289 2996285] Test: [41/78] Loss 2.3841 +[2025-02-23 19:41:01,870 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.3289 +[2025-02-23 19:41:01,903 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.6757 +[2025-02-23 19:41:01,954 INFO hook.py line 289 2996285] Test: [44/78] Loss 1.2159 +[2025-02-23 19:41:01,983 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6281 +[2025-02-23 19:41:02,029 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.8213 +[2025-02-23 19:41:02,064 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5038 +[2025-02-23 19:41:02,092 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.9586 +[2025-02-23 19:41:02,122 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.7761 +[2025-02-23 19:41:02,150 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8262 +[2025-02-23 19:41:02,175 INFO hook.py line 289 2996285] Test: [51/78] Loss 3.4366 +[2025-02-23 19:41:02,206 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.4423 +[2025-02-23 19:41:02,228 INFO hook.py line 289 2996285] Test: [53/78] Loss 1.0756 +[2025-02-23 19:41:02,259 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3548 +[2025-02-23 19:41:02,292 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.3839 +[2025-02-23 19:41:02,328 INFO hook.py line 289 2996285] Test: [56/78] Loss 1.4838 +[2025-02-23 19:41:02,356 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.8004 +[2025-02-23 19:41:02,379 INFO hook.py line 289 2996285] Test: [58/78] Loss 1.8670 +[2025-02-23 19:41:02,413 INFO hook.py line 289 2996285] Test: [59/78] Loss 1.0765 +[2025-02-23 19:41:02,443 INFO hook.py line 289 2996285] Test: [60/78] Loss 1.6547 +[2025-02-23 19:41:02,464 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6879 +[2025-02-23 19:41:02,494 INFO hook.py line 289 2996285] Test: [62/78] Loss 2.0751 +[2025-02-23 19:41:02,527 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4368 +[2025-02-23 19:41:02,580 INFO hook.py line 289 2996285] Test: [64/78] Loss 3.0242 +[2025-02-23 19:41:02,606 INFO hook.py line 289 2996285] Test: [65/78] Loss 2.2392 +[2025-02-23 19:41:02,643 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7936 +[2025-02-23 19:41:02,677 INFO hook.py line 289 2996285] Test: [67/78] Loss 1.0457 +[2025-02-23 19:41:02,705 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6348 +[2025-02-23 19:41:02,731 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.5776 +[2025-02-23 19:41:02,783 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6782 +[2025-02-23 19:41:02,823 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7970 +[2025-02-23 19:41:02,870 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5722 +[2025-02-23 19:41:02,915 INFO hook.py line 289 2996285] Test: [73/78] Loss 1.7726 +[2025-02-23 19:41:02,953 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.4204 +[2025-02-23 19:41:02,998 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4711 +[2025-02-23 19:41:03,023 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.2473 +[2025-02-23 19:41:03,073 INFO hook.py line 289 2996285] Test: [77/78] Loss 2.2183 +[2025-02-23 19:41:03,097 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7736 +[2025-02-23 19:41:04,251 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:41:04,252 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:41:04,252 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] wall : 0.5914 0.6058 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] floor : 0.9510 0.9852 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] cabinet : 0.3729 0.6310 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] bed : 0.7012 0.8550 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] chair : 0.8491 0.9372 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] sofa : 0.7546 0.8387 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] table : 0.6422 0.7636 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] door : 0.3816 0.8461 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] window : 0.4013 0.7653 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] bookshelf : 0.5756 0.9042 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] picture : 0.1949 0.5426 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] counter : 0.5272 0.8185 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] desk : 0.5304 0.7902 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] curtain : 0.2833 0.3074 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] refridgerator : 0.2342 0.6724 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] shower curtain : 0.4883 0.5691 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] toilet : 0.8172 0.9829 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] sink : 0.5659 0.7080 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] bathtub : 0.6986 0.9020 +[2025-02-23 19:41:04,252 INFO hook.py line 232 2996285] otherfurniture : 0.3945 0.5338 +[2025-02-23 19:41:04,252 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:41:04,252 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.5478/0.7480/0.7795. +[2025-02-23 19:41:04,252 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:41:04,255 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6302 +[2025-02-23 19:41:04,255 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:41:22,852 INFO hook.py line 109 2996285] Train: [5/100][50/300] Data 0.005 (0.008) Batch 0.250 (0.271) Remain 02:10:02 loss: 1.0666 Lr: 5.64062e-03 +[2025-02-23 19:41:35,764 INFO hook.py line 109 2996285] Train: [5/100][100/300] Data 0.003 (0.006) Batch 0.256 (0.265) Remain 02:06:35 loss: 1.0341 Lr: 5.76856e-03 +[2025-02-23 19:41:48,413 INFO hook.py line 109 2996285] Train: [5/100][150/300] Data 0.003 (0.005) Batch 0.254 (0.261) Remain 02:04:28 loss: 0.8955 Lr: 5.86942e-03 +[2025-02-23 19:42:01,261 INFO hook.py line 109 2996285] Train: [5/100][200/300] Data 0.004 (0.005) Batch 0.258 (0.260) Remain 02:03:48 loss: 0.8578 Lr: 5.94209e-03 +[2025-02-23 19:42:13,997 INFO hook.py line 109 2996285] Train: [5/100][250/300] Data 0.004 (0.005) Batch 0.251 (0.259) Remain 02:03:06 loss: 0.6551 Lr: 5.98578e-03 +[2025-02-23 19:42:24,896 INFO hook.py line 109 2996285] Train: [5/100][300/300] Data 0.001 (0.004) Batch 0.194 (0.252) Remain 01:59:38 loss: 1.0774 Lr: 6.00000e-03 +[2025-02-23 19:42:24,897 INFO misc.py line 135 2996285] Train result: loss: 0.8871 +[2025-02-23 19:42:25,004 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:42:38,926 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1761 +[2025-02-23 19:42:39,092 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.0229 +[2025-02-23 19:42:39,126 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4677 +[2025-02-23 19:42:39,169 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.7027 +[2025-02-23 19:42:39,206 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4048 +[2025-02-23 19:42:39,254 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8046 +[2025-02-23 19:42:39,300 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.7255 +[2025-02-23 19:42:39,325 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3705 +[2025-02-23 19:42:39,370 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.2483 +[2025-02-23 19:42:39,406 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.9598 +[2025-02-23 19:42:39,454 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.6414 +[2025-02-23 19:42:39,490 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7672 +[2025-02-23 19:42:39,536 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6641 +[2025-02-23 19:42:39,571 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2856 +[2025-02-23 19:42:39,606 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.7370 +[2025-02-23 19:42:39,650 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.8481 +[2025-02-23 19:42:39,688 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7861 +[2025-02-23 19:42:39,717 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.9719 +[2025-02-23 19:42:39,755 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.6140 +[2025-02-23 19:42:39,791 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.7502 +[2025-02-23 19:42:39,822 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.4320 +[2025-02-23 19:42:39,862 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4573 +[2025-02-23 19:42:39,889 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.2359 +[2025-02-23 19:42:39,929 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.4739 +[2025-02-23 19:42:39,981 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8643 +[2025-02-23 19:42:40,018 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.7884 +[2025-02-23 19:42:40,066 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.6211 +[2025-02-23 19:42:40,103 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.6561 +[2025-02-23 19:42:40,136 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.5213 +[2025-02-23 19:42:40,188 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.7285 +[2025-02-23 19:42:40,241 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.9288 +[2025-02-23 19:42:40,272 INFO hook.py line 289 2996285] Test: [32/78] Loss 1.0424 +[2025-02-23 19:42:40,321 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2298 +[2025-02-23 19:42:40,356 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7668 +[2025-02-23 19:42:40,391 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3644 +[2025-02-23 19:42:40,429 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9164 +[2025-02-23 19:42:40,464 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6650 +[2025-02-23 19:42:40,499 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.6384 +[2025-02-23 19:42:40,556 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.8812 +[2025-02-23 19:42:40,600 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5423 +[2025-02-23 19:42:40,645 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1030 +[2025-02-23 19:42:40,673 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.4766 +[2025-02-23 19:42:40,705 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2930 +[2025-02-23 19:42:40,755 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6375 +[2025-02-23 19:42:40,793 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4987 +[2025-02-23 19:42:40,837 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5528 +[2025-02-23 19:42:40,871 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.0387 +[2025-02-23 19:42:40,900 INFO hook.py line 289 2996285] Test: [48/78] Loss 1.0509 +[2025-02-23 19:42:40,928 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9359 +[2025-02-23 19:42:40,955 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.0455 +[2025-02-23 19:42:40,980 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2153 +[2025-02-23 19:42:41,010 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.1449 +[2025-02-23 19:42:41,033 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3104 +[2025-02-23 19:42:41,068 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6248 +[2025-02-23 19:42:41,101 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.1970 +[2025-02-23 19:42:41,138 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2454 +[2025-02-23 19:42:41,167 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.9480 +[2025-02-23 19:42:41,189 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4832 +[2025-02-23 19:42:41,223 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8528 +[2025-02-23 19:42:41,252 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5030 +[2025-02-23 19:42:41,272 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.9473 +[2025-02-23 19:42:41,302 INFO hook.py line 289 2996285] Test: [62/78] Loss 1.0749 +[2025-02-23 19:42:41,334 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2330 +[2025-02-23 19:42:41,388 INFO hook.py line 289 2996285] Test: [64/78] Loss 2.3535 +[2025-02-23 19:42:41,412 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.8683 +[2025-02-23 19:42:41,449 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.9351 +[2025-02-23 19:42:41,484 INFO hook.py line 289 2996285] Test: [67/78] Loss 1.5776 +[2025-02-23 19:42:41,513 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9889 +[2025-02-23 19:42:41,539 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3791 +[2025-02-23 19:42:41,589 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1703 +[2025-02-23 19:42:41,628 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7951 +[2025-02-23 19:42:41,675 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5799 +[2025-02-23 19:42:41,720 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.9537 +[2025-02-23 19:42:41,757 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5279 +[2025-02-23 19:42:41,802 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5497 +[2025-02-23 19:42:41,827 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.1744 +[2025-02-23 19:42:41,876 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4240 +[2025-02-23 19:42:41,899 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8309 +[2025-02-23 19:42:43,182 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:42:43,182 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:42:43,182 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] wall : 0.8047 0.8945 +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] floor : 0.9589 0.9821 +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] cabinet : 0.4868 0.5906 +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] bed : 0.7565 0.8424 +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] chair : 0.6718 0.6846 +[2025-02-23 19:42:43,182 INFO hook.py line 232 2996285] sofa : 0.7409 0.8339 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] table : 0.6320 0.7319 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] door : 0.5070 0.8080 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] window : 0.4635 0.5237 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] bookshelf : 0.7416 0.7875 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] picture : 0.3197 0.4709 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] counter : 0.6261 0.7736 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] desk : 0.5402 0.7513 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] curtain : 0.5200 0.5437 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] refridgerator : 0.3259 0.5808 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] shower curtain : 0.5011 0.5286 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] toilet : 0.8971 0.9363 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] sink : 0.6117 0.7182 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] bathtub : 0.8275 0.9088 +[2025-02-23 19:42:43,183 INFO hook.py line 232 2996285] otherfurniture : 0.3486 0.7459 +[2025-02-23 19:42:43,183 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:42:43,183 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6141/0.7319/0.8393. +[2025-02-23 19:42:43,183 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:42:43,189 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6302 +[2025-02-23 19:42:43,190 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:43:01,843 INFO hook.py line 109 2996285] Train: [6/100][50/300] Data 0.007 (0.004) Batch 0.252 (0.267) Remain 02:06:46 loss: 1.0275 Lr: 5.99995e-03 +[2025-02-23 19:43:14,524 INFO hook.py line 109 2996285] Train: [6/100][100/300] Data 0.004 (0.004) Batch 0.251 (0.260) Remain 02:03:11 loss: 0.7499 Lr: 5.99981e-03 +[2025-02-23 19:43:27,855 INFO hook.py line 109 2996285] Train: [6/100][150/300] Data 0.005 (0.004) Batch 0.248 (0.262) Remain 02:03:59 loss: 0.6910 Lr: 5.99958e-03 +[2025-02-23 19:43:40,460 INFO hook.py line 109 2996285] Train: [6/100][200/300] Data 0.002 (0.004) Batch 0.277 (0.260) Remain 02:02:32 loss: 0.9515 Lr: 5.99926e-03 +[2025-02-23 19:43:53,060 INFO hook.py line 109 2996285] Train: [6/100][250/300] Data 0.004 (0.004) Batch 0.251 (0.258) Remain 02:01:34 loss: 1.0281 Lr: 5.99885e-03 +[2025-02-23 19:44:03,932 INFO hook.py line 109 2996285] Train: [6/100][300/300] Data 0.001 (0.004) Batch 0.194 (0.251) Remain 01:58:08 loss: 0.6474 Lr: 5.99835e-03 +[2025-02-23 19:44:03,932 INFO misc.py line 135 2996285] Train result: loss: 0.8364 +[2025-02-23 19:44:04,020 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:44:17,823 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2322 +[2025-02-23 19:44:17,869 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.0315 +[2025-02-23 19:44:17,912 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.5258 +[2025-02-23 19:44:18,055 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4977 +[2025-02-23 19:44:18,093 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.5135 +[2025-02-23 19:44:18,149 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5261 +[2025-02-23 19:44:18,213 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.6226 +[2025-02-23 19:44:18,246 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4443 +[2025-02-23 19:44:18,343 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.2463 +[2025-02-23 19:44:18,383 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6095 +[2025-02-23 19:44:18,424 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3872 +[2025-02-23 19:44:18,454 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9673 +[2025-02-23 19:44:18,500 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5162 +[2025-02-23 19:44:18,716 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.4182 +[2025-02-23 19:44:18,750 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.8834 +[2025-02-23 19:44:18,792 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1152 +[2025-02-23 19:44:18,828 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6519 +[2025-02-23 19:44:18,859 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8995 +[2025-02-23 19:44:18,900 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2494 +[2025-02-23 19:44:18,936 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8700 +[2025-02-23 19:44:18,974 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3038 +[2025-02-23 19:44:19,010 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3335 +[2025-02-23 19:44:19,043 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9071 +[2025-02-23 19:44:19,084 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.2325 +[2025-02-23 19:44:19,122 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7313 +[2025-02-23 19:44:19,159 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6439 +[2025-02-23 19:44:19,205 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9989 +[2025-02-23 19:44:19,236 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4414 +[2025-02-23 19:44:19,262 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3391 +[2025-02-23 19:44:19,317 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.7304 +[2025-02-23 19:44:19,370 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4633 +[2025-02-23 19:44:19,401 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5252 +[2025-02-23 19:44:19,452 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.3076 +[2025-02-23 19:44:19,486 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0652 +[2025-02-23 19:44:19,520 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3572 +[2025-02-23 19:44:19,568 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8712 +[2025-02-23 19:44:19,601 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5819 +[2025-02-23 19:44:19,630 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.6530 +[2025-02-23 19:44:19,686 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3021 +[2025-02-23 19:44:19,734 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3886 +[2025-02-23 19:44:19,774 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.7977 +[2025-02-23 19:44:19,799 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2540 +[2025-02-23 19:44:19,831 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.3707 +[2025-02-23 19:44:19,885 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.8073 +[2025-02-23 19:44:19,913 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6084 +[2025-02-23 19:44:19,956 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6385 +[2025-02-23 19:44:19,990 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.9698 +[2025-02-23 19:44:20,020 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5525 +[2025-02-23 19:44:20,049 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8024 +[2025-02-23 19:44:20,077 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.0998 +[2025-02-23 19:44:20,102 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0529 +[2025-02-23 19:44:20,132 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.0054 +[2025-02-23 19:44:20,156 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5005 +[2025-02-23 19:44:20,186 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7764 +[2025-02-23 19:44:20,219 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0691 +[2025-02-23 19:44:20,255 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2456 +[2025-02-23 19:44:20,284 INFO hook.py line 289 2996285] Test: [57/78] Loss 1.1253 +[2025-02-23 19:44:20,308 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5073 +[2025-02-23 19:44:20,343 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7927 +[2025-02-23 19:44:20,373 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.9663 +[2025-02-23 19:44:20,395 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5979 +[2025-02-23 19:44:20,425 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.9634 +[2025-02-23 19:44:20,458 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3989 +[2025-02-23 19:44:20,512 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2306 +[2025-02-23 19:44:20,536 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0512 +[2025-02-23 19:44:20,573 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6726 +[2025-02-23 19:44:20,607 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3682 +[2025-02-23 19:44:20,637 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.1044 +[2025-02-23 19:44:20,664 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2557 +[2025-02-23 19:44:20,715 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0491 +[2025-02-23 19:44:20,755 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8680 +[2025-02-23 19:44:20,803 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.7724 +[2025-02-23 19:44:20,847 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3505 +[2025-02-23 19:44:20,884 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9748 +[2025-02-23 19:44:20,929 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5014 +[2025-02-23 19:44:20,956 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7343 +[2025-02-23 19:44:21,006 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4089 +[2025-02-23 19:44:21,031 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7748 +[2025-02-23 19:44:22,187 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:44:22,187 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:44:22,187 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] wall : 0.7966 0.9348 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] floor : 0.9558 0.9722 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] cabinet : 0.5243 0.5963 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] bed : 0.7465 0.7785 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] chair : 0.8605 0.9518 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] sofa : 0.8039 0.8414 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] table : 0.6490 0.7147 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] door : 0.4923 0.5519 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] window : 0.4901 0.7015 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] bookshelf : 0.6536 0.8829 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] picture : 0.2752 0.3172 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] counter : 0.6271 0.8360 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] desk : 0.4982 0.8494 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] curtain : 0.6132 0.8145 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] refridgerator : 0.4652 0.5074 +[2025-02-23 19:44:22,187 INFO hook.py line 232 2996285] shower curtain : 0.3747 0.4021 +[2025-02-23 19:44:22,188 INFO hook.py line 232 2996285] toilet : 0.9256 0.9357 +[2025-02-23 19:44:22,188 INFO hook.py line 232 2996285] sink : 0.5896 0.6815 +[2025-02-23 19:44:22,188 INFO hook.py line 232 2996285] bathtub : 0.8297 0.8338 +[2025-02-23 19:44:22,188 INFO hook.py line 232 2996285] otherfurniture : 0.4528 0.5427 +[2025-02-23 19:44:22,188 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:44:22,188 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6312/0.7323/0.8621. +[2025-02-23 19:44:22,188 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:44:22,194 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6312 +[2025-02-23 19:44:22,194 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6312 +[2025-02-23 19:44:22,194 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:44:41,673 INFO hook.py line 109 2996285] Train: [7/100][50/300] Data 0.004 (0.004) Batch 0.259 (0.256) Remain 02:00:04 loss: 0.7505 Lr: 5.99775e-03 +[2025-02-23 19:44:54,444 INFO hook.py line 109 2996285] Train: [7/100][100/300] Data 0.004 (0.004) Batch 0.249 (0.256) Remain 01:59:44 loss: 0.8244 Lr: 5.99707e-03 +[2025-02-23 19:45:07,282 INFO hook.py line 109 2996285] Train: [7/100][150/300] Data 0.006 (0.004) Batch 0.269 (0.256) Remain 01:59:41 loss: 0.9078 Lr: 5.99629e-03 +[2025-02-23 19:45:20,110 INFO hook.py line 109 2996285] Train: [7/100][200/300] Data 0.004 (0.004) Batch 0.224 (0.256) Remain 01:59:32 loss: 0.8680 Lr: 5.99543e-03 +[2025-02-23 19:45:32,957 INFO hook.py line 109 2996285] Train: [7/100][250/300] Data 0.004 (0.004) Batch 0.256 (0.256) Remain 01:59:23 loss: 0.7666 Lr: 5.99447e-03 +[2025-02-23 19:45:43,862 INFO hook.py line 109 2996285] Train: [7/100][300/300] Data 0.001 (0.004) Batch 0.187 (0.250) Remain 01:56:12 loss: 0.7111 Lr: 5.99342e-03 +[2025-02-23 19:45:43,863 INFO misc.py line 135 2996285] Train result: loss: 0.8042 +[2025-02-23 19:45:43,946 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:45:56,218 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2215 +[2025-02-23 19:45:57,342 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.8927 +[2025-02-23 19:45:58,043 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4599 +[2025-02-23 19:45:58,089 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5336 +[2025-02-23 19:45:58,122 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3841 +[2025-02-23 19:45:58,175 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3057 +[2025-02-23 19:45:58,227 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.8754 +[2025-02-23 19:45:58,262 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4651 +[2025-02-23 19:45:58,493 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9653 +[2025-02-23 19:45:58,529 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6820 +[2025-02-23 19:45:58,578 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4764 +[2025-02-23 19:45:58,611 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8903 +[2025-02-23 19:45:58,658 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.8088 +[2025-02-23 19:45:58,694 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9987 +[2025-02-23 19:45:58,729 INFO hook.py line 289 2996285] Test: [15/78] Loss 2.1347 +[2025-02-23 19:45:59,507 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2329 +[2025-02-23 19:45:59,541 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6423 +[2025-02-23 19:45:59,573 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.5543 +[2025-02-23 19:45:59,612 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1624 +[2025-02-23 19:45:59,643 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.6671 +[2025-02-23 19:45:59,675 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2922 +[2025-02-23 19:45:59,710 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3580 +[2025-02-23 19:45:59,738 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7089 +[2025-02-23 19:45:59,778 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6815 +[2025-02-23 19:45:59,816 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6129 +[2025-02-23 19:45:59,860 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.7089 +[2025-02-23 19:45:59,907 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0553 +[2025-02-23 19:45:59,939 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.9344 +[2025-02-23 19:45:59,966 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3493 +[2025-02-23 19:46:00,019 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6224 +[2025-02-23 19:46:00,072 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5773 +[2025-02-23 19:46:00,103 INFO hook.py line 289 2996285] Test: [32/78] Loss 1.2914 +[2025-02-23 19:46:00,151 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1692 +[2025-02-23 19:46:00,192 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7574 +[2025-02-23 19:46:00,236 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2924 +[2025-02-23 19:46:00,274 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8795 +[2025-02-23 19:46:00,307 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5899 +[2025-02-23 19:46:00,334 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3311 +[2025-02-23 19:46:00,390 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5889 +[2025-02-23 19:46:00,434 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.6036 +[2025-02-23 19:46:00,473 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9928 +[2025-02-23 19:46:00,502 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2481 +[2025-02-23 19:46:00,538 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2006 +[2025-02-23 19:46:00,589 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6876 +[2025-02-23 19:46:00,619 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5676 +[2025-02-23 19:46:00,669 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6460 +[2025-02-23 19:46:00,703 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1871 +[2025-02-23 19:46:00,733 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.9889 +[2025-02-23 19:46:00,761 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9985 +[2025-02-23 19:46:00,789 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.2964 +[2025-02-23 19:46:00,814 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0177 +[2025-02-23 19:46:00,843 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8832 +[2025-02-23 19:46:00,864 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2477 +[2025-02-23 19:46:00,895 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9289 +[2025-02-23 19:46:00,928 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0606 +[2025-02-23 19:46:00,965 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1860 +[2025-02-23 19:46:00,994 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5381 +[2025-02-23 19:46:01,017 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.8673 +[2025-02-23 19:46:01,052 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7513 +[2025-02-23 19:46:01,081 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6769 +[2025-02-23 19:46:01,102 INFO hook.py line 289 2996285] Test: [61/78] Loss 1.4684 +[2025-02-23 19:46:01,132 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.9353 +[2025-02-23 19:46:01,163 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1829 +[2025-02-23 19:46:01,217 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.7349 +[2025-02-23 19:46:01,241 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0578 +[2025-02-23 19:46:01,278 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7976 +[2025-02-23 19:46:01,313 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.8098 +[2025-02-23 19:46:01,342 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.0106 +[2025-02-23 19:46:01,369 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2859 +[2025-02-23 19:46:01,420 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8008 +[2025-02-23 19:46:01,460 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0501 +[2025-02-23 19:46:01,506 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5137 +[2025-02-23 19:46:01,551 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3515 +[2025-02-23 19:46:01,588 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5907 +[2025-02-23 19:46:01,633 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4825 +[2025-02-23 19:46:01,659 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.1039 +[2025-02-23 19:46:01,709 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4866 +[2025-02-23 19:46:01,734 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5575 +[2025-02-23 19:46:02,920 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:46:02,920 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:46:02,920 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] wall : 0.8103 0.9397 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] floor : 0.9587 0.9833 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] cabinet : 0.5007 0.6017 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] bed : 0.6679 0.7482 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] chair : 0.8322 0.9538 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] sofa : 0.7000 0.7210 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] table : 0.6139 0.7117 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] door : 0.5314 0.5804 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] window : 0.3741 0.4030 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] bookshelf : 0.6378 0.6782 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] picture : 0.3110 0.3758 +[2025-02-23 19:46:02,920 INFO hook.py line 232 2996285] counter : 0.6213 0.7787 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] desk : 0.3986 0.9009 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] curtain : 0.6444 0.8465 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] refridgerator : 0.4483 0.5379 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] shower curtain : 0.6207 0.7168 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] toilet : 0.9372 0.9585 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] sink : 0.6262 0.7459 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] bathtub : 0.8368 0.9083 +[2025-02-23 19:46:02,921 INFO hook.py line 232 2996285] otherfurniture : 0.4579 0.6321 +[2025-02-23 19:46:02,921 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:46:02,921 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6265/0.7361/0.8561. +[2025-02-23 19:46:02,922 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:46:02,927 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6312 +[2025-02-23 19:46:02,928 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:46:21,382 INFO hook.py line 109 2996285] Train: [8/100][50/300] Data 0.003 (0.004) Batch 0.237 (0.260) Remain 02:00:38 loss: 0.8112 Lr: 5.99228e-03 +[2025-02-23 19:46:34,585 INFO hook.py line 109 2996285] Train: [8/100][100/300] Data 0.003 (0.004) Batch 0.264 (0.262) Remain 02:01:24 loss: 0.7977 Lr: 5.99105e-03 +[2025-02-23 19:46:47,647 INFO hook.py line 109 2996285] Train: [8/100][150/300] Data 0.003 (0.004) Batch 0.271 (0.262) Remain 02:01:04 loss: 0.8435 Lr: 5.98973e-03 +[2025-02-23 19:47:00,246 INFO hook.py line 109 2996285] Train: [8/100][200/300] Data 0.003 (0.004) Batch 0.263 (0.259) Remain 01:59:42 loss: 0.5538 Lr: 5.98831e-03 +[2025-02-23 19:47:12,777 INFO hook.py line 109 2996285] Train: [8/100][250/300] Data 0.005 (0.004) Batch 0.248 (0.258) Remain 01:58:40 loss: 0.8224 Lr: 5.98681e-03 +[2025-02-23 19:47:24,029 INFO hook.py line 109 2996285] Train: [8/100][300/300] Data 0.001 (0.004) Batch 0.191 (0.252) Remain 01:55:56 loss: 0.9840 Lr: 5.98522e-03 +[2025-02-23 19:47:24,030 INFO misc.py line 135 2996285] Train result: loss: 0.7639 +[2025-02-23 19:47:24,099 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:47:38,012 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1680 +[2025-02-23 19:47:38,197 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7104 +[2025-02-23 19:47:38,801 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3823 +[2025-02-23 19:47:38,849 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5199 +[2025-02-23 19:47:38,882 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3046 +[2025-02-23 19:47:38,936 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6986 +[2025-02-23 19:47:38,982 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.7738 +[2025-02-23 19:47:39,018 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3621 +[2025-02-23 19:47:39,234 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7220 +[2025-02-23 19:47:39,281 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6066 +[2025-02-23 19:47:39,323 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3802 +[2025-02-23 19:47:39,354 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9636 +[2025-02-23 19:47:39,400 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.8807 +[2025-02-23 19:47:39,434 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7196 +[2025-02-23 19:47:39,472 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.7054 +[2025-02-23 19:47:39,520 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2049 +[2025-02-23 19:47:39,556 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4350 +[2025-02-23 19:47:39,588 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.0280 +[2025-02-23 19:47:39,627 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1865 +[2025-02-23 19:47:39,658 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9640 +[2025-02-23 19:47:39,691 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2803 +[2025-02-23 19:47:39,733 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3214 +[2025-02-23 19:47:39,765 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9174 +[2025-02-23 19:47:39,805 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.1479 +[2025-02-23 19:47:39,843 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5055 +[2025-02-23 19:47:39,894 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.7333 +[2025-02-23 19:47:39,940 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0087 +[2025-02-23 19:47:39,978 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5159 +[2025-02-23 19:47:40,007 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2855 +[2025-02-23 19:47:40,057 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4542 +[2025-02-23 19:47:40,109 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5486 +[2025-02-23 19:47:40,144 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5688 +[2025-02-23 19:47:40,193 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1618 +[2025-02-23 19:47:40,227 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7887 +[2025-02-23 19:47:40,261 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2475 +[2025-02-23 19:47:40,297 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9814 +[2025-02-23 19:47:40,336 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4202 +[2025-02-23 19:47:40,363 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3032 +[2025-02-23 19:47:40,420 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.2416 +[2025-02-23 19:47:40,462 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4892 +[2025-02-23 19:47:40,501 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9252 +[2025-02-23 19:47:40,526 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2883 +[2025-02-23 19:47:40,563 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1985 +[2025-02-23 19:47:40,617 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5412 +[2025-02-23 19:47:40,650 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5864 +[2025-02-23 19:47:40,698 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5183 +[2025-02-23 19:47:40,734 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4305 +[2025-02-23 19:47:40,762 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5532 +[2025-02-23 19:47:40,790 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0032 +[2025-02-23 19:47:40,818 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.1954 +[2025-02-23 19:47:40,843 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0276 +[2025-02-23 19:47:40,872 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8397 +[2025-02-23 19:47:40,894 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2594 +[2025-02-23 19:47:40,925 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7412 +[2025-02-23 19:47:40,959 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0679 +[2025-02-23 19:47:40,995 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3140 +[2025-02-23 19:47:41,024 INFO hook.py line 289 2996285] Test: [57/78] Loss 1.2424 +[2025-02-23 19:47:41,047 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4847 +[2025-02-23 19:47:41,082 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7481 +[2025-02-23 19:47:41,110 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6273 +[2025-02-23 19:47:41,131 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7529 +[2025-02-23 19:47:41,160 INFO hook.py line 289 2996285] Test: [62/78] Loss 1.0107 +[2025-02-23 19:47:41,192 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4404 +[2025-02-23 19:47:41,245 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0766 +[2025-02-23 19:47:41,269 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.3620 +[2025-02-23 19:47:41,306 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7484 +[2025-02-23 19:47:41,341 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4555 +[2025-02-23 19:47:41,370 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9089 +[2025-02-23 19:47:41,396 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4591 +[2025-02-23 19:47:41,446 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6172 +[2025-02-23 19:47:41,485 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.1639 +[2025-02-23 19:47:41,532 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5017 +[2025-02-23 19:47:41,580 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3206 +[2025-02-23 19:47:41,617 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0324 +[2025-02-23 19:47:41,663 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2450 +[2025-02-23 19:47:41,689 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7510 +[2025-02-23 19:47:41,739 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4366 +[2025-02-23 19:47:41,762 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4561 +[2025-02-23 19:47:43,096 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:47:43,096 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:47:43,096 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] wall : 0.8292 0.9301 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] floor : 0.9592 0.9828 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] cabinet : 0.5408 0.5944 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] bed : 0.7016 0.7512 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] chair : 0.8601 0.9414 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] sofa : 0.7797 0.8396 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] table : 0.5444 0.9048 +[2025-02-23 19:47:43,097 INFO hook.py line 232 2996285] door : 0.6331 0.7294 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] window : 0.5134 0.6346 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] bookshelf : 0.7736 0.8448 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] picture : 0.3225 0.4674 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] counter : 0.6478 0.7705 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] desk : 0.5155 0.6634 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] curtain : 0.6869 0.7194 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] refridgerator : 0.5189 0.5975 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] shower curtain : 0.6413 0.7011 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] toilet : 0.9051 0.9640 +[2025-02-23 19:47:43,098 INFO hook.py line 232 2996285] sink : 0.6344 0.7184 +[2025-02-23 19:47:43,099 INFO hook.py line 232 2996285] bathtub : 0.8373 0.9518 +[2025-02-23 19:47:43,099 INFO hook.py line 232 2996285] otherfurniture : 0.4820 0.5996 +[2025-02-23 19:47:43,099 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:47:43,099 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6663/0.7653/0.8743. +[2025-02-23 19:47:43,100 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:47:43,102 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6663 +[2025-02-23 19:47:43,102 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6663 +[2025-02-23 19:47:43,103 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:48:02,017 INFO hook.py line 109 2996285] Train: [9/100][50/300] Data 0.005 (0.004) Batch 0.239 (0.262) Remain 02:00:05 loss: 1.0235 Lr: 5.98353e-03 +[2025-02-23 19:48:14,667 INFO hook.py line 109 2996285] Train: [9/100][100/300] Data 0.004 (0.004) Batch 0.264 (0.257) Remain 01:57:51 loss: 0.6813 Lr: 5.98176e-03 +[2025-02-23 19:48:27,464 INFO hook.py line 109 2996285] Train: [9/100][150/300] Data 0.003 (0.004) Batch 0.276 (0.257) Remain 01:57:26 loss: 0.7000 Lr: 5.97989e-03 +[2025-02-23 19:48:40,134 INFO hook.py line 109 2996285] Train: [9/100][200/300] Data 0.003 (0.004) Batch 0.241 (0.256) Remain 01:56:51 loss: 0.8495 Lr: 5.97794e-03 +[2025-02-23 19:48:53,073 INFO hook.py line 109 2996285] Train: [9/100][250/300] Data 0.003 (0.004) Batch 0.256 (0.256) Remain 01:56:54 loss: 0.9017 Lr: 5.97589e-03 +[2025-02-23 19:49:04,032 INFO hook.py line 109 2996285] Train: [9/100][300/300] Data 0.001 (0.003) Batch 0.200 (0.250) Remain 01:53:50 loss: 0.8415 Lr: 5.97375e-03 +[2025-02-23 19:49:04,033 INFO misc.py line 135 2996285] Train result: loss: 0.7440 +[2025-02-23 19:49:04,113 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:49:16,985 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1545 +[2025-02-23 19:49:17,434 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4971 +[2025-02-23 19:49:17,816 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.5446 +[2025-02-23 19:49:17,903 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.6511 +[2025-02-23 19:49:17,948 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3040 +[2025-02-23 19:49:18,005 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3716 +[2025-02-23 19:49:18,053 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5396 +[2025-02-23 19:49:18,088 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3317 +[2025-02-23 19:49:18,593 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8043 +[2025-02-23 19:49:18,657 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.7626 +[2025-02-23 19:49:18,699 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4341 +[2025-02-23 19:49:18,732 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9284 +[2025-02-23 19:49:18,778 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6550 +[2025-02-23 19:49:18,815 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5338 +[2025-02-23 19:49:18,850 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.8693 +[2025-02-23 19:49:18,893 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1671 +[2025-02-23 19:49:18,928 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6172 +[2025-02-23 19:49:18,961 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.9100 +[2025-02-23 19:49:19,001 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2786 +[2025-02-23 19:49:19,035 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.7728 +[2025-02-23 19:49:19,069 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2727 +[2025-02-23 19:49:19,109 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2967 +[2025-02-23 19:49:19,140 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7852 +[2025-02-23 19:49:19,180 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8456 +[2025-02-23 19:49:19,219 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5948 +[2025-02-23 19:49:19,257 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4775 +[2025-02-23 19:49:19,304 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1964 +[2025-02-23 19:49:19,336 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4546 +[2025-02-23 19:49:19,367 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2826 +[2025-02-23 19:49:19,421 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5197 +[2025-02-23 19:49:19,474 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4029 +[2025-02-23 19:49:19,506 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4019 +[2025-02-23 19:49:19,555 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2170 +[2025-02-23 19:49:19,589 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7880 +[2025-02-23 19:49:19,622 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2938 +[2025-02-23 19:49:19,659 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.1281 +[2025-02-23 19:49:19,695 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5547 +[2025-02-23 19:49:19,725 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2586 +[2025-02-23 19:49:19,781 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.7384 +[2025-02-23 19:49:19,825 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3264 +[2025-02-23 19:49:19,865 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8076 +[2025-02-23 19:49:19,894 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1832 +[2025-02-23 19:49:19,928 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2556 +[2025-02-23 19:49:19,982 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5059 +[2025-02-23 19:49:20,011 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5341 +[2025-02-23 19:49:20,053 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6390 +[2025-02-23 19:49:20,087 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6005 +[2025-02-23 19:49:20,117 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5897 +[2025-02-23 19:49:20,146 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0442 +[2025-02-23 19:49:20,173 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8614 +[2025-02-23 19:49:20,198 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5661 +[2025-02-23 19:49:20,228 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8780 +[2025-02-23 19:49:20,251 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2980 +[2025-02-23 19:49:20,281 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9790 +[2025-02-23 19:49:20,315 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0675 +[2025-02-23 19:49:20,352 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3066 +[2025-02-23 19:49:20,381 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.9263 +[2025-02-23 19:49:20,404 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4621 +[2025-02-23 19:49:20,441 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8332 +[2025-02-23 19:49:20,472 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5036 +[2025-02-23 19:49:20,494 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7688 +[2025-02-23 19:49:20,524 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5022 +[2025-02-23 19:49:20,556 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3826 +[2025-02-23 19:49:20,610 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.1308 +[2025-02-23 19:49:20,635 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0984 +[2025-02-23 19:49:20,673 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6389 +[2025-02-23 19:49:20,708 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3151 +[2025-02-23 19:49:20,738 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7523 +[2025-02-23 19:49:20,764 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3823 +[2025-02-23 19:49:20,815 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8965 +[2025-02-23 19:49:20,854 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6184 +[2025-02-23 19:49:20,901 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4336 +[2025-02-23 19:49:20,947 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2850 +[2025-02-23 19:49:20,984 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7845 +[2025-02-23 19:49:21,030 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3381 +[2025-02-23 19:49:21,055 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7557 +[2025-02-23 19:49:21,106 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3779 +[2025-02-23 19:49:21,131 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5098 +[2025-02-23 19:49:22,260 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:49:22,260 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:49:22,260 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] wall : 0.8300 0.9297 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] floor : 0.9623 0.9777 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] cabinet : 0.5829 0.7166 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] bed : 0.7498 0.7743 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] chair : 0.8714 0.9259 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] sofa : 0.7647 0.8614 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] table : 0.6751 0.8521 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] door : 0.6119 0.8163 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] window : 0.5168 0.5744 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] bookshelf : 0.7507 0.9552 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] picture : 0.3319 0.4498 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] counter : 0.6189 0.7592 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] desk : 0.5424 0.6051 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] curtain : 0.7118 0.8108 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] refridgerator : 0.5662 0.6524 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] shower curtain : 0.6925 0.8053 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] toilet : 0.8557 0.9724 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] sink : 0.6089 0.6586 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] bathtub : 0.8357 0.9084 +[2025-02-23 19:49:22,261 INFO hook.py line 232 2996285] otherfurniture : 0.5145 0.6512 +[2025-02-23 19:49:22,261 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:49:22,261 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6797/0.7828/0.8831. +[2025-02-23 19:49:22,262 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:49:22,267 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6797 +[2025-02-23 19:49:22,267 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6797 +[2025-02-23 19:49:22,267 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:49:41,452 INFO hook.py line 109 2996285] Train: [10/100][50/300] Data 0.004 (0.004) Batch 0.253 (0.258) Remain 01:57:18 loss: 0.6187 Lr: 5.97152e-03 +[2025-02-23 19:49:54,501 INFO hook.py line 109 2996285] Train: [10/100][100/300] Data 0.002 (0.003) Batch 0.237 (0.260) Remain 01:57:42 loss: 0.6234 Lr: 5.96921e-03 +[2025-02-23 19:50:07,161 INFO hook.py line 109 2996285] Train: [10/100][150/300] Data 0.003 (0.004) Batch 0.245 (0.257) Remain 01:56:30 loss: 0.6299 Lr: 5.96680e-03 +[2025-02-23 19:50:19,908 INFO hook.py line 109 2996285] Train: [10/100][200/300] Data 0.004 (0.004) Batch 0.258 (0.257) Remain 01:56:00 loss: 0.7200 Lr: 5.96430e-03 +[2025-02-23 19:50:32,840 INFO hook.py line 109 2996285] Train: [10/100][250/300] Data 0.004 (0.004) Batch 0.261 (0.257) Remain 01:55:57 loss: 0.5922 Lr: 5.96171e-03 +[2025-02-23 19:50:43,829 INFO hook.py line 109 2996285] Train: [10/100][300/300] Data 0.001 (0.003) Batch 0.197 (0.251) Remain 01:52:54 loss: 0.8493 Lr: 5.95903e-03 +[2025-02-23 19:50:43,830 INFO misc.py line 135 2996285] Train result: loss: 0.7323 +[2025-02-23 19:50:43,925 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:50:57,232 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1766 +[2025-02-23 19:50:57,281 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5940 +[2025-02-23 19:50:57,365 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2818 +[2025-02-23 19:50:57,437 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5379 +[2025-02-23 19:50:57,667 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3274 +[2025-02-23 19:50:57,735 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.9026 +[2025-02-23 19:50:58,119 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.8283 +[2025-02-23 19:50:58,156 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2966 +[2025-02-23 19:50:58,197 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.1171 +[2025-02-23 19:50:58,227 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5268 +[2025-02-23 19:50:58,271 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3534 +[2025-02-23 19:50:58,362 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9916 +[2025-02-23 19:50:58,407 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5539 +[2025-02-23 19:50:58,444 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6517 +[2025-02-23 19:50:58,478 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4361 +[2025-02-23 19:50:58,523 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.4166 +[2025-02-23 19:50:58,561 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5578 +[2025-02-23 19:50:58,590 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.3441 +[2025-02-23 19:50:58,628 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9813 +[2025-02-23 19:50:58,659 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2953 +[2025-02-23 19:50:58,690 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3474 +[2025-02-23 19:50:58,729 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3276 +[2025-02-23 19:50:58,766 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7905 +[2025-02-23 19:50:58,806 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9634 +[2025-02-23 19:50:58,854 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6638 +[2025-02-23 19:50:58,894 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5530 +[2025-02-23 19:50:58,941 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.7429 +[2025-02-23 19:50:58,972 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5330 +[2025-02-23 19:50:58,998 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3248 +[2025-02-23 19:50:59,052 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6485 +[2025-02-23 19:50:59,105 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5940 +[2025-02-23 19:50:59,137 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.7455 +[2025-02-23 19:50:59,195 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2495 +[2025-02-23 19:50:59,230 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7594 +[2025-02-23 19:50:59,265 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2666 +[2025-02-23 19:50:59,302 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.1376 +[2025-02-23 19:50:59,335 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.8905 +[2025-02-23 19:50:59,364 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4357 +[2025-02-23 19:50:59,429 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6378 +[2025-02-23 19:50:59,472 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5042 +[2025-02-23 19:50:59,511 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0090 +[2025-02-23 19:50:59,537 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.4120 +[2025-02-23 19:50:59,568 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1801 +[2025-02-23 19:50:59,619 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6450 +[2025-02-23 19:50:59,647 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6035 +[2025-02-23 19:50:59,689 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5514 +[2025-02-23 19:50:59,724 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0838 +[2025-02-23 19:50:59,753 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5986 +[2025-02-23 19:50:59,782 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9321 +[2025-02-23 19:50:59,811 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.2769 +[2025-02-23 19:50:59,836 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7122 +[2025-02-23 19:50:59,867 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.0107 +[2025-02-23 19:50:59,891 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2401 +[2025-02-23 19:50:59,922 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7673 +[2025-02-23 19:50:59,954 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0758 +[2025-02-23 19:50:59,991 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2187 +[2025-02-23 19:51:00,018 INFO hook.py line 289 2996285] Test: [57/78] Loss 1.3899 +[2025-02-23 19:51:00,041 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5312 +[2025-02-23 19:51:00,076 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.9280 +[2025-02-23 19:51:00,105 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7332 +[2025-02-23 19:51:00,128 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.8830 +[2025-02-23 19:51:00,159 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6253 +[2025-02-23 19:51:00,191 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3266 +[2025-02-23 19:51:00,245 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2118 +[2025-02-23 19:51:00,270 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.4962 +[2025-02-23 19:51:00,306 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.8200 +[2025-02-23 19:51:00,340 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2881 +[2025-02-23 19:51:00,369 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.0880 +[2025-02-23 19:51:00,395 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4168 +[2025-02-23 19:51:00,446 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6959 +[2025-02-23 19:51:00,485 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8444 +[2025-02-23 19:51:00,543 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3254 +[2025-02-23 19:51:00,589 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3742 +[2025-02-23 19:51:00,625 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6832 +[2025-02-23 19:51:00,669 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3552 +[2025-02-23 19:51:00,694 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7322 +[2025-02-23 19:51:00,745 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4575 +[2025-02-23 19:51:00,768 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7280 +[2025-02-23 19:51:01,873 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:51:01,873 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:51:01,873 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:51:01,873 INFO hook.py line 232 2996285] wall : 0.8180 0.9024 +[2025-02-23 19:51:01,873 INFO hook.py line 232 2996285] floor : 0.9613 0.9801 +[2025-02-23 19:51:01,873 INFO hook.py line 232 2996285] cabinet : 0.5523 0.6593 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] bed : 0.7486 0.8411 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] chair : 0.8250 0.9067 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] sofa : 0.5374 0.9441 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] table : 0.6455 0.8461 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] door : 0.5905 0.6645 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] window : 0.5293 0.6480 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] bookshelf : 0.7421 0.9458 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] picture : 0.2830 0.5427 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] counter : 0.5509 0.8833 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] desk : 0.3542 0.3678 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] curtain : 0.6648 0.7697 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] refridgerator : 0.4547 0.6230 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] shower curtain : 0.5627 0.6006 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] toilet : 0.9015 0.9725 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] sink : 0.6126 0.7140 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] bathtub : 0.8933 0.9218 +[2025-02-23 19:51:01,874 INFO hook.py line 232 2996285] otherfurniture : 0.4703 0.6163 +[2025-02-23 19:51:01,874 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:51:01,874 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6349/0.7675/0.8647. +[2025-02-23 19:51:01,874 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:51:01,882 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6797 +[2025-02-23 19:51:01,882 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:51:21,226 INFO hook.py line 109 2996285] Train: [11/100][50/300] Data 0.004 (0.004) Batch 0.266 (0.263) Remain 01:58:10 loss: 0.7090 Lr: 5.95627e-03 +[2025-02-23 19:51:33,891 INFO hook.py line 109 2996285] Train: [11/100][100/300] Data 0.004 (0.004) Batch 0.254 (0.258) Remain 01:55:42 loss: 0.6481 Lr: 5.95341e-03 +[2025-02-23 19:51:46,941 INFO hook.py line 109 2996285] Train: [11/100][150/300] Data 0.004 (0.004) Batch 0.264 (0.259) Remain 01:55:55 loss: 0.7679 Lr: 5.95046e-03 +[2025-02-23 19:51:59,579 INFO hook.py line 109 2996285] Train: [11/100][200/300] Data 0.004 (0.004) Batch 0.253 (0.257) Remain 01:54:59 loss: 0.6472 Lr: 5.94742e-03 +[2025-02-23 19:52:12,447 INFO hook.py line 109 2996285] Train: [11/100][250/300] Data 0.003 (0.004) Batch 0.275 (0.257) Remain 01:54:46 loss: 0.4835 Lr: 5.94430e-03 +[2025-02-23 19:52:23,730 INFO hook.py line 109 2996285] Train: [11/100][300/300] Data 0.001 (0.004) Batch 0.212 (0.252) Remain 01:52:10 loss: 0.6265 Lr: 5.94108e-03 +[2025-02-23 19:52:23,731 INFO misc.py line 135 2996285] Train result: loss: 0.7095 +[2025-02-23 19:52:23,808 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:52:37,237 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2372 +[2025-02-23 19:52:37,958 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3715 +[2025-02-23 19:52:37,992 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2703 +[2025-02-23 19:52:38,038 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4654 +[2025-02-23 19:52:38,075 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2958 +[2025-02-23 19:52:38,122 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7592 +[2025-02-23 19:52:38,168 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5679 +[2025-02-23 19:52:38,193 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4238 +[2025-02-23 19:52:38,237 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9534 +[2025-02-23 19:52:38,269 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5527 +[2025-02-23 19:52:38,312 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4583 +[2025-02-23 19:52:38,342 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6246 +[2025-02-23 19:52:38,388 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1806 +[2025-02-23 19:52:38,426 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5920 +[2025-02-23 19:52:38,460 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4433 +[2025-02-23 19:52:38,512 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.5225 +[2025-02-23 19:52:38,549 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5815 +[2025-02-23 19:52:38,582 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.1228 +[2025-02-23 19:52:38,623 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2310 +[2025-02-23 19:52:38,655 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.5266 +[2025-02-23 19:52:38,687 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2417 +[2025-02-23 19:52:38,722 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2253 +[2025-02-23 19:52:38,749 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6960 +[2025-02-23 19:52:38,789 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8604 +[2025-02-23 19:52:38,830 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7216 +[2025-02-23 19:52:38,875 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5939 +[2025-02-23 19:52:38,922 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3608 +[2025-02-23 19:52:38,952 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3534 +[2025-02-23 19:52:38,989 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2303 +[2025-02-23 19:52:39,042 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3246 +[2025-02-23 19:52:39,094 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3553 +[2025-02-23 19:52:39,126 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4985 +[2025-02-23 19:52:39,176 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1582 +[2025-02-23 19:52:39,210 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7106 +[2025-02-23 19:52:39,251 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4031 +[2025-02-23 19:52:39,294 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.1319 +[2025-02-23 19:52:39,341 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3784 +[2025-02-23 19:52:39,369 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2822 +[2025-02-23 19:52:39,425 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.9529 +[2025-02-23 19:52:39,470 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1632 +[2025-02-23 19:52:39,510 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9467 +[2025-02-23 19:52:39,545 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2426 +[2025-02-23 19:52:39,582 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1885 +[2025-02-23 19:52:39,633 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4124 +[2025-02-23 19:52:39,661 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5918 +[2025-02-23 19:52:39,705 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.7090 +[2025-02-23 19:52:39,739 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4278 +[2025-02-23 19:52:39,768 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4322 +[2025-02-23 19:52:39,795 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6705 +[2025-02-23 19:52:39,822 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7148 +[2025-02-23 19:52:39,849 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.4096 +[2025-02-23 19:52:39,879 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7623 +[2025-02-23 19:52:39,901 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4993 +[2025-02-23 19:52:39,933 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8226 +[2025-02-23 19:52:39,966 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0706 +[2025-02-23 19:52:40,003 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.4329 +[2025-02-23 19:52:40,032 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7782 +[2025-02-23 19:52:40,056 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3941 +[2025-02-23 19:52:40,091 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.9338 +[2025-02-23 19:52:40,120 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7676 +[2025-02-23 19:52:40,142 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.8493 +[2025-02-23 19:52:40,171 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6826 +[2025-02-23 19:52:40,204 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4037 +[2025-02-23 19:52:40,258 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0267 +[2025-02-23 19:52:40,283 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0007 +[2025-02-23 19:52:40,319 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7549 +[2025-02-23 19:52:40,354 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4550 +[2025-02-23 19:52:40,382 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5845 +[2025-02-23 19:52:40,408 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2343 +[2025-02-23 19:52:40,458 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0704 +[2025-02-23 19:52:40,499 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.1286 +[2025-02-23 19:52:40,547 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3546 +[2025-02-23 19:52:40,591 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2985 +[2025-02-23 19:52:40,629 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7985 +[2025-02-23 19:52:40,674 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5400 +[2025-02-23 19:52:40,700 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6355 +[2025-02-23 19:52:40,749 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.5337 +[2025-02-23 19:52:40,772 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7660 +[2025-02-23 19:52:41,958 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:52:41,959 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:52:41,959 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] wall : 0.8335 0.9089 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] floor : 0.9621 0.9819 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] cabinet : 0.6124 0.7762 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] bed : 0.7422 0.7797 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] chair : 0.8762 0.9091 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] sofa : 0.7514 0.9201 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] table : 0.6872 0.8180 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] door : 0.5782 0.7958 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] window : 0.5641 0.7371 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] bookshelf : 0.7848 0.9201 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] picture : 0.3363 0.4466 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] counter : 0.6419 0.7728 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] desk : 0.5586 0.6281 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] curtain : 0.6497 0.8172 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] refridgerator : 0.5215 0.5466 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] shower curtain : 0.6812 0.8381 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] toilet : 0.9093 0.9599 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] sink : 0.6324 0.6911 +[2025-02-23 19:52:41,959 INFO hook.py line 232 2996285] bathtub : 0.8719 0.9188 +[2025-02-23 19:52:41,960 INFO hook.py line 232 2996285] otherfurniture : 0.5272 0.6821 +[2025-02-23 19:52:41,960 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:52:41,960 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6861/0.7924/0.8839. +[2025-02-23 19:52:41,960 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:52:41,968 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6861 +[2025-02-23 19:52:41,969 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6861 +[2025-02-23 19:52:41,969 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:53:01,333 INFO hook.py line 109 2996285] Train: [12/100][50/300] Data 0.003 (0.004) Batch 0.278 (0.259) Remain 01:54:54 loss: 1.0351 Lr: 5.93778e-03 +[2025-02-23 19:53:14,553 INFO hook.py line 109 2996285] Train: [12/100][100/300] Data 0.002 (0.004) Batch 0.260 (0.262) Remain 01:55:59 loss: 0.6673 Lr: 5.93438e-03 +[2025-02-23 19:53:27,332 INFO hook.py line 109 2996285] Train: [12/100][150/300] Data 0.003 (0.004) Batch 0.261 (0.260) Remain 01:54:51 loss: 0.5353 Lr: 5.93090e-03 +[2025-02-23 19:53:39,920 INFO hook.py line 109 2996285] Train: [12/100][200/300] Data 0.003 (0.003) Batch 0.236 (0.258) Remain 01:53:46 loss: 0.5939 Lr: 5.92732e-03 +[2025-02-23 19:53:52,615 INFO hook.py line 109 2996285] Train: [12/100][250/300] Data 0.004 (0.004) Batch 0.254 (0.257) Remain 01:53:13 loss: 0.6030 Lr: 5.92366e-03 +[2025-02-23 19:54:03,768 INFO hook.py line 109 2996285] Train: [12/100][300/300] Data 0.001 (0.003) Batch 0.188 (0.251) Remain 01:50:30 loss: 0.7700 Lr: 5.91991e-03 +[2025-02-23 19:54:03,768 INFO misc.py line 135 2996285] Train result: loss: 0.6814 +[2025-02-23 19:54:03,845 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:54:17,320 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1353 +[2025-02-23 19:54:18,345 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7218 +[2025-02-23 19:54:18,381 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3107 +[2025-02-23 19:54:18,425 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5352 +[2025-02-23 19:54:18,455 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4818 +[2025-02-23 19:54:18,503 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4258 +[2025-02-23 19:54:18,548 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4384 +[2025-02-23 19:54:18,573 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6838 +[2025-02-23 19:54:18,613 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.1936 +[2025-02-23 19:54:18,644 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4441 +[2025-02-23 19:54:18,686 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.7294 +[2025-02-23 19:54:18,723 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6995 +[2025-02-23 19:54:18,769 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2410 +[2025-02-23 19:54:18,807 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7967 +[2025-02-23 19:54:18,842 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.8401 +[2025-02-23 19:54:18,883 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3132 +[2025-02-23 19:54:18,918 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.8472 +[2025-02-23 19:54:18,952 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4859 +[2025-02-23 19:54:18,994 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8033 +[2025-02-23 19:54:19,029 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9147 +[2025-02-23 19:54:19,060 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2486 +[2025-02-23 19:54:19,101 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2600 +[2025-02-23 19:54:19,138 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7774 +[2025-02-23 19:54:19,178 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9024 +[2025-02-23 19:54:19,218 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6649 +[2025-02-23 19:54:19,254 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4202 +[2025-02-23 19:54:19,300 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2020 +[2025-02-23 19:54:19,332 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.6959 +[2025-02-23 19:54:19,359 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3322 +[2025-02-23 19:54:19,412 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5474 +[2025-02-23 19:54:19,464 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.6150 +[2025-02-23 19:54:19,500 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.9151 +[2025-02-23 19:54:19,550 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2309 +[2025-02-23 19:54:19,587 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7410 +[2025-02-23 19:54:19,620 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4820 +[2025-02-23 19:54:19,656 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7594 +[2025-02-23 19:54:19,692 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5199 +[2025-02-23 19:54:19,727 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4377 +[2025-02-23 19:54:19,783 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3183 +[2025-02-23 19:54:19,825 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1939 +[2025-02-23 19:54:19,863 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1314 +[2025-02-23 19:54:19,888 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1548 +[2025-02-23 19:54:19,921 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1474 +[2025-02-23 19:54:19,973 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5143 +[2025-02-23 19:54:20,005 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6270 +[2025-02-23 19:54:20,045 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5789 +[2025-02-23 19:54:20,080 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4621 +[2025-02-23 19:54:20,110 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6978 +[2025-02-23 19:54:20,137 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7766 +[2025-02-23 19:54:20,164 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7533 +[2025-02-23 19:54:20,189 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1440 +[2025-02-23 19:54:20,218 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8255 +[2025-02-23 19:54:20,240 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4577 +[2025-02-23 19:54:20,271 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9446 +[2025-02-23 19:54:20,305 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0892 +[2025-02-23 19:54:20,342 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3127 +[2025-02-23 19:54:20,371 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6230 +[2025-02-23 19:54:20,394 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5089 +[2025-02-23 19:54:20,429 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6986 +[2025-02-23 19:54:20,459 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8019 +[2025-02-23 19:54:20,480 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.8053 +[2025-02-23 19:54:20,509 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4176 +[2025-02-23 19:54:20,541 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2803 +[2025-02-23 19:54:20,594 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.4388 +[2025-02-23 19:54:20,619 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9273 +[2025-02-23 19:54:20,656 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3392 +[2025-02-23 19:54:20,691 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5067 +[2025-02-23 19:54:20,721 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5740 +[2025-02-23 19:54:20,747 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3150 +[2025-02-23 19:54:20,797 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9036 +[2025-02-23 19:54:20,836 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6685 +[2025-02-23 19:54:20,884 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.6432 +[2025-02-23 19:54:20,929 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4362 +[2025-02-23 19:54:20,966 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7811 +[2025-02-23 19:54:21,011 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.7758 +[2025-02-23 19:54:21,036 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9515 +[2025-02-23 19:54:21,086 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.5528 +[2025-02-23 19:54:21,109 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6128 +[2025-02-23 19:54:22,249 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:54:22,249 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:54:22,249 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:54:22,249 INFO hook.py line 232 2996285] wall : 0.8271 0.9355 +[2025-02-23 19:54:22,249 INFO hook.py line 232 2996285] floor : 0.9608 0.9868 +[2025-02-23 19:54:22,249 INFO hook.py line 232 2996285] cabinet : 0.5128 0.7891 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] bed : 0.7668 0.8163 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] chair : 0.8748 0.9003 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] sofa : 0.8028 0.8808 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] table : 0.6457 0.6967 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] door : 0.6241 0.7781 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] window : 0.4676 0.5198 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] bookshelf : 0.7496 0.8305 +[2025-02-23 19:54:22,250 INFO hook.py line 232 2996285] picture : 0.3524 0.4839 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] counter : 0.4511 0.8379 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] desk : 0.5538 0.8214 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] curtain : 0.7340 0.7866 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] refridgerator : 0.5966 0.7084 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] shower curtain : 0.6912 0.8578 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] toilet : 0.8731 0.9683 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] sink : 0.5100 0.7884 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] bathtub : 0.7268 0.9315 +[2025-02-23 19:54:22,251 INFO hook.py line 232 2996285] otherfurniture : 0.5010 0.5626 +[2025-02-23 19:54:22,251 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:54:22,251 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6611/0.7940/0.8775. +[2025-02-23 19:54:22,252 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:54:22,259 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6861 +[2025-02-23 19:54:22,259 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:54:41,669 INFO hook.py line 109 2996285] Train: [13/100][50/300] Data 0.003 (0.004) Batch 0.237 (0.256) Remain 01:52:20 loss: 0.6335 Lr: 5.91607e-03 +[2025-02-23 19:54:54,506 INFO hook.py line 109 2996285] Train: [13/100][100/300] Data 0.004 (0.004) Batch 0.266 (0.256) Remain 01:52:19 loss: 0.7063 Lr: 5.91214e-03 +[2025-02-23 19:55:07,322 INFO hook.py line 109 2996285] Train: [13/100][150/300] Data 0.004 (0.004) Batch 0.247 (0.256) Remain 01:52:07 loss: 0.8964 Lr: 5.90813e-03 +[2025-02-23 19:55:20,116 INFO hook.py line 109 2996285] Train: [13/100][200/300] Data 0.003 (0.004) Batch 0.252 (0.256) Remain 01:51:51 loss: 0.7243 Lr: 5.90402e-03 +[2025-02-23 19:55:32,751 INFO hook.py line 109 2996285] Train: [13/100][250/300] Data 0.003 (0.004) Batch 0.241 (0.255) Remain 01:51:20 loss: 0.6898 Lr: 5.89983e-03 +[2025-02-23 19:55:43,989 INFO hook.py line 109 2996285] Train: [13/100][300/300] Data 0.001 (0.003) Batch 0.196 (0.250) Remain 01:48:53 loss: 0.8657 Lr: 5.89555e-03 +[2025-02-23 19:55:43,990 INFO misc.py line 135 2996285] Train result: loss: 0.6995 +[2025-02-23 19:55:44,060 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:55:57,287 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1242 +[2025-02-23 19:55:57,398 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5713 +[2025-02-23 19:55:58,461 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2923 +[2025-02-23 19:55:58,504 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4357 +[2025-02-23 19:55:58,543 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4690 +[2025-02-23 19:55:58,592 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3582 +[2025-02-23 19:55:58,645 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3883 +[2025-02-23 19:55:58,682 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4717 +[2025-02-23 19:55:58,722 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0033 +[2025-02-23 19:55:58,752 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6028 +[2025-02-23 19:55:58,795 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4122 +[2025-02-23 19:55:58,825 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9312 +[2025-02-23 19:55:58,871 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5714 +[2025-02-23 19:55:58,907 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9733 +[2025-02-23 19:55:58,942 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4045 +[2025-02-23 19:55:58,987 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2736 +[2025-02-23 19:55:59,024 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5367 +[2025-02-23 19:55:59,056 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.9320 +[2025-02-23 19:55:59,095 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0417 +[2025-02-23 19:55:59,128 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9176 +[2025-02-23 19:55:59,166 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2561 +[2025-02-23 19:55:59,201 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3597 +[2025-02-23 19:55:59,239 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8951 +[2025-02-23 19:55:59,292 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6372 +[2025-02-23 19:55:59,335 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7087 +[2025-02-23 19:55:59,372 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5352 +[2025-02-23 19:55:59,419 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0963 +[2025-02-23 19:55:59,450 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5030 +[2025-02-23 19:55:59,477 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2699 +[2025-02-23 19:55:59,528 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4069 +[2025-02-23 19:55:59,580 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3936 +[2025-02-23 19:55:59,612 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5747 +[2025-02-23 19:55:59,668 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1454 +[2025-02-23 19:55:59,702 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8723 +[2025-02-23 19:55:59,748 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.5742 +[2025-02-23 19:55:59,787 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6932 +[2025-02-23 19:55:59,822 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3860 +[2025-02-23 19:55:59,847 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2444 +[2025-02-23 19:55:59,905 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5880 +[2025-02-23 19:55:59,946 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4780 +[2025-02-23 19:55:59,988 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0193 +[2025-02-23 19:56:00,014 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1599 +[2025-02-23 19:56:00,045 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1406 +[2025-02-23 19:56:00,097 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4987 +[2025-02-23 19:56:00,134 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5399 +[2025-02-23 19:56:00,178 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5230 +[2025-02-23 19:56:00,212 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4604 +[2025-02-23 19:56:00,240 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4132 +[2025-02-23 19:56:00,268 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5196 +[2025-02-23 19:56:00,295 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.0832 +[2025-02-23 19:56:00,321 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6054 +[2025-02-23 19:56:00,351 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6569 +[2025-02-23 19:56:00,373 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5645 +[2025-02-23 19:56:00,404 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0913 +[2025-02-23 19:56:00,436 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0533 +[2025-02-23 19:56:00,472 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2553 +[2025-02-23 19:56:00,501 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5944 +[2025-02-23 19:56:00,523 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6541 +[2025-02-23 19:56:00,557 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7332 +[2025-02-23 19:56:00,587 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5605 +[2025-02-23 19:56:00,609 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7868 +[2025-02-23 19:56:00,639 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4150 +[2025-02-23 19:56:00,671 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1880 +[2025-02-23 19:56:00,724 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0877 +[2025-02-23 19:56:00,748 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9922 +[2025-02-23 19:56:00,784 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4654 +[2025-02-23 19:56:00,818 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4090 +[2025-02-23 19:56:00,846 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8283 +[2025-02-23 19:56:00,872 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3298 +[2025-02-23 19:56:00,921 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1078 +[2025-02-23 19:56:00,961 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9140 +[2025-02-23 19:56:01,009 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5532 +[2025-02-23 19:56:01,055 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3445 +[2025-02-23 19:56:01,092 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1271 +[2025-02-23 19:56:01,137 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4521 +[2025-02-23 19:56:01,162 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5286 +[2025-02-23 19:56:01,212 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3288 +[2025-02-23 19:56:01,235 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5975 +[2025-02-23 19:56:02,375 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:56:02,375 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:56:02,375 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] wall : 0.8330 0.9175 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] floor : 0.9611 0.9832 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] cabinet : 0.6234 0.7568 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] bed : 0.7802 0.8252 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] chair : 0.8746 0.8979 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] sofa : 0.7652 0.9197 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] table : 0.7057 0.7916 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] door : 0.6309 0.7566 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] window : 0.5668 0.7806 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] bookshelf : 0.7206 0.9249 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] picture : 0.3313 0.5170 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] counter : 0.6021 0.8316 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] desk : 0.6290 0.8442 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] curtain : 0.7294 0.8314 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] refridgerator : 0.5562 0.6114 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] shower curtain : 0.7066 0.8150 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] toilet : 0.9073 0.9673 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] sink : 0.6352 0.7674 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] bathtub : 0.8348 0.9258 +[2025-02-23 19:56:02,375 INFO hook.py line 232 2996285] otherfurniture : 0.5294 0.6241 +[2025-02-23 19:56:02,375 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:56:02,375 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6961/0.8145/0.8882. +[2025-02-23 19:56:02,376 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:56:02,381 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6961 +[2025-02-23 19:56:02,381 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 19:56:02,382 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:56:21,551 INFO hook.py line 109 2996285] Train: [14/100][50/300] Data 0.003 (0.005) Batch 0.255 (0.268) Remain 01:56:11 loss: 0.5058 Lr: 5.89118e-03 +[2025-02-23 19:56:34,214 INFO hook.py line 109 2996285] Train: [14/100][100/300] Data 0.003 (0.004) Batch 0.224 (0.260) Remain 01:52:45 loss: 0.4149 Lr: 5.88673e-03 +[2025-02-23 19:56:46,926 INFO hook.py line 109 2996285] Train: [14/100][150/300] Data 0.003 (0.004) Batch 0.266 (0.258) Remain 01:51:39 loss: 0.8640 Lr: 5.88218e-03 +[2025-02-23 19:56:59,725 INFO hook.py line 109 2996285] Train: [14/100][200/300] Data 0.002 (0.004) Batch 0.261 (0.258) Remain 01:51:12 loss: 0.7107 Lr: 5.87755e-03 +[2025-02-23 19:57:12,603 INFO hook.py line 109 2996285] Train: [14/100][250/300] Data 0.003 (0.004) Batch 0.263 (0.258) Remain 01:50:59 loss: 0.6038 Lr: 5.87283e-03 +[2025-02-23 19:57:23,513 INFO hook.py line 109 2996285] Train: [14/100][300/300] Data 0.001 (0.003) Batch 0.203 (0.251) Remain 01:47:55 loss: 0.8117 Lr: 5.86802e-03 +[2025-02-23 19:57:23,514 INFO misc.py line 135 2996285] Train result: loss: 0.6661 +[2025-02-23 19:57:23,603 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:57:36,989 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1555 +[2025-02-23 19:57:37,164 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3856 +[2025-02-23 19:57:37,385 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3412 +[2025-02-23 19:57:37,437 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.6185 +[2025-02-23 19:57:37,471 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3848 +[2025-02-23 19:57:37,545 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7103 +[2025-02-23 19:57:37,743 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.6103 +[2025-02-23 19:57:37,779 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3155 +[2025-02-23 19:57:37,818 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.1149 +[2025-02-23 19:57:37,848 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.7013 +[2025-02-23 19:57:37,892 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.6186 +[2025-02-23 19:57:37,925 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8300 +[2025-02-23 19:57:37,978 INFO hook.py line 289 2996285] Test: [13/78] Loss 2.0065 +[2025-02-23 19:57:38,015 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1006 +[2025-02-23 19:57:38,053 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0949 +[2025-02-23 19:57:38,094 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3450 +[2025-02-23 19:57:38,129 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7362 +[2025-02-23 19:57:38,158 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5173 +[2025-02-23 19:57:38,196 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1133 +[2025-02-23 19:57:38,227 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2790 +[2025-02-23 19:57:38,266 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2336 +[2025-02-23 19:57:38,301 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2283 +[2025-02-23 19:57:38,328 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.1159 +[2025-02-23 19:57:38,368 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9543 +[2025-02-23 19:57:38,408 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6769 +[2025-02-23 19:57:38,446 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5730 +[2025-02-23 19:57:38,493 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1825 +[2025-02-23 19:57:38,524 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.6042 +[2025-02-23 19:57:38,554 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3520 +[2025-02-23 19:57:38,607 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5019 +[2025-02-23 19:57:38,659 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.6553 +[2025-02-23 19:57:38,694 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6336 +[2025-02-23 19:57:38,744 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.5006 +[2025-02-23 19:57:38,778 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.2732 +[2025-02-23 19:57:38,813 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.6158 +[2025-02-23 19:57:38,851 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.3720 +[2025-02-23 19:57:38,898 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4609 +[2025-02-23 19:57:38,925 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4147 +[2025-02-23 19:57:38,980 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.8590 +[2025-02-23 19:57:39,025 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3660 +[2025-02-23 19:57:39,063 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9389 +[2025-02-23 19:57:39,089 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1048 +[2025-02-23 19:57:39,122 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1576 +[2025-02-23 19:57:39,176 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4045 +[2025-02-23 19:57:39,204 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6074 +[2025-02-23 19:57:39,250 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5159 +[2025-02-23 19:57:39,284 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.3535 +[2025-02-23 19:57:39,314 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6481 +[2025-02-23 19:57:39,341 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1247 +[2025-02-23 19:57:39,369 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8428 +[2025-02-23 19:57:39,395 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8966 +[2025-02-23 19:57:39,425 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.9882 +[2025-02-23 19:57:39,448 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.7461 +[2025-02-23 19:57:39,479 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2022 +[2025-02-23 19:57:39,513 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0613 +[2025-02-23 19:57:39,550 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.6046 +[2025-02-23 19:57:39,579 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7461 +[2025-02-23 19:57:39,602 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5738 +[2025-02-23 19:57:39,636 INFO hook.py line 289 2996285] Test: [59/78] Loss 1.0863 +[2025-02-23 19:57:39,665 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8265 +[2025-02-23 19:57:39,686 INFO hook.py line 289 2996285] Test: [61/78] Loss 1.0403 +[2025-02-23 19:57:39,715 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7813 +[2025-02-23 19:57:39,749 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2122 +[2025-02-23 19:57:39,803 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2413 +[2025-02-23 19:57:39,827 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.4282 +[2025-02-23 19:57:39,865 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7062 +[2025-02-23 19:57:39,900 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.7455 +[2025-02-23 19:57:39,928 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6590 +[2025-02-23 19:57:39,954 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3102 +[2025-02-23 19:57:40,004 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1180 +[2025-02-23 19:57:40,043 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.1459 +[2025-02-23 19:57:40,091 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5261 +[2025-02-23 19:57:40,135 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3388 +[2025-02-23 19:57:40,173 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.2392 +[2025-02-23 19:57:40,218 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5380 +[2025-02-23 19:57:40,243 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.1286 +[2025-02-23 19:57:40,293 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3705 +[2025-02-23 19:57:40,315 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4585 +[2025-02-23 19:57:41,470 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:57:41,471 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:57:41,471 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:57:41,471 INFO hook.py line 232 2996285] wall : 0.8038 0.9670 +[2025-02-23 19:57:41,471 INFO hook.py line 232 2996285] floor : 0.9503 0.9836 +[2025-02-23 19:57:41,471 INFO hook.py line 232 2996285] cabinet : 0.5595 0.7329 +[2025-02-23 19:57:41,471 INFO hook.py line 232 2996285] bed : 0.7268 0.8103 +[2025-02-23 19:57:41,471 INFO hook.py line 232 2996285] chair : 0.8660 0.8847 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] sofa : 0.7936 0.8929 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] table : 0.6226 0.8230 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] door : 0.6015 0.6658 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] window : 0.5084 0.6139 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] bookshelf : 0.7571 0.8837 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] picture : 0.3505 0.4714 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] counter : 0.6291 0.7833 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] desk : 0.4702 0.5008 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] curtain : 0.5976 0.6215 +[2025-02-23 19:57:41,472 INFO hook.py line 232 2996285] refridgerator : 0.4843 0.5242 +[2025-02-23 19:57:41,473 INFO hook.py line 232 2996285] shower curtain : 0.5485 0.5985 +[2025-02-23 19:57:41,473 INFO hook.py line 232 2996285] toilet : 0.9119 0.9533 +[2025-02-23 19:57:41,473 INFO hook.py line 232 2996285] sink : 0.6415 0.7283 +[2025-02-23 19:57:41,473 INFO hook.py line 232 2996285] bathtub : 0.8718 0.8836 +[2025-02-23 19:57:41,473 INFO hook.py line 232 2996285] otherfurniture : 0.4064 0.4292 +[2025-02-23 19:57:41,473 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:57:41,473 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6551/0.7376/0.8706. +[2025-02-23 19:57:41,474 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:57:41,481 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 19:57:41,482 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:58:00,391 INFO hook.py line 109 2996285] Train: [15/100][50/300] Data 0.003 (0.004) Batch 0.268 (0.267) Remain 01:54:26 loss: 0.6762 Lr: 5.86313e-03 +[2025-02-23 19:58:12,998 INFO hook.py line 109 2996285] Train: [15/100][100/300] Data 0.004 (0.004) Batch 0.238 (0.259) Remain 01:51:00 loss: 0.4988 Lr: 5.85815e-03 +[2025-02-23 19:58:25,812 INFO hook.py line 109 2996285] Train: [15/100][150/300] Data 0.004 (0.003) Batch 0.285 (0.258) Remain 01:50:22 loss: 0.5978 Lr: 5.85308e-03 +[2025-02-23 19:58:38,821 INFO hook.py line 109 2996285] Train: [15/100][200/300] Data 0.004 (0.004) Batch 0.240 (0.259) Remain 01:50:22 loss: 0.4805 Lr: 5.84793e-03 +[2025-02-23 19:58:51,643 INFO hook.py line 109 2996285] Train: [15/100][250/300] Data 0.004 (0.004) Batch 0.247 (0.258) Remain 01:49:57 loss: 0.8226 Lr: 5.84269e-03 +[2025-02-23 19:59:02,624 INFO hook.py line 109 2996285] Train: [15/100][300/300] Data 0.001 (0.003) Batch 0.185 (0.252) Remain 01:46:59 loss: 0.5633 Lr: 5.83736e-03 +[2025-02-23 19:59:02,625 INFO misc.py line 135 2996285] Train result: loss: 0.6716 +[2025-02-23 19:59:02,705 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 19:59:16,180 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1741 +[2025-02-23 19:59:16,568 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7808 +[2025-02-23 19:59:16,605 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3578 +[2025-02-23 19:59:16,653 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4358 +[2025-02-23 19:59:16,685 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2949 +[2025-02-23 19:59:16,739 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7034 +[2025-02-23 19:59:16,786 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4350 +[2025-02-23 19:59:17,272 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.5744 +[2025-02-23 19:59:17,320 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7270 +[2025-02-23 19:59:17,357 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.7063 +[2025-02-23 19:59:17,397 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4063 +[2025-02-23 19:59:17,425 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0397 +[2025-02-23 19:59:17,472 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6780 +[2025-02-23 19:59:17,508 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7907 +[2025-02-23 19:59:17,641 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.7952 +[2025-02-23 19:59:17,681 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1521 +[2025-02-23 19:59:17,714 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5425 +[2025-02-23 19:59:17,743 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8910 +[2025-02-23 19:59:17,782 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9662 +[2025-02-23 19:59:17,815 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9116 +[2025-02-23 19:59:17,847 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2210 +[2025-02-23 19:59:17,890 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3961 +[2025-02-23 19:59:17,920 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7593 +[2025-02-23 19:59:17,960 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7563 +[2025-02-23 19:59:17,998 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6367 +[2025-02-23 19:59:18,036 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5192 +[2025-02-23 19:59:18,081 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9573 +[2025-02-23 19:59:18,111 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5057 +[2025-02-23 19:59:18,143 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2333 +[2025-02-23 19:59:18,194 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3925 +[2025-02-23 19:59:18,247 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3841 +[2025-02-23 19:59:18,285 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.9442 +[2025-02-23 19:59:18,334 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1983 +[2025-02-23 19:59:18,367 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9592 +[2025-02-23 19:59:18,400 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3119 +[2025-02-23 19:59:18,443 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0236 +[2025-02-23 19:59:18,479 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4202 +[2025-02-23 19:59:18,506 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2464 +[2025-02-23 19:59:18,561 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6211 +[2025-02-23 19:59:18,603 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.0966 +[2025-02-23 19:59:18,643 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9010 +[2025-02-23 19:59:18,669 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1290 +[2025-02-23 19:59:18,704 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1840 +[2025-02-23 19:59:18,754 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4415 +[2025-02-23 19:59:18,788 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5151 +[2025-02-23 19:59:18,834 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4973 +[2025-02-23 19:59:18,868 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5215 +[2025-02-23 19:59:18,899 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.7094 +[2025-02-23 19:59:18,928 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5319 +[2025-02-23 19:59:18,956 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7006 +[2025-02-23 19:59:18,981 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7938 +[2025-02-23 19:59:19,011 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6317 +[2025-02-23 19:59:19,032 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3586 +[2025-02-23 19:59:19,063 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6007 +[2025-02-23 19:59:19,095 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0456 +[2025-02-23 19:59:19,132 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2144 +[2025-02-23 19:59:19,162 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7834 +[2025-02-23 19:59:19,185 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4432 +[2025-02-23 19:59:19,220 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7173 +[2025-02-23 19:59:19,250 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6069 +[2025-02-23 19:59:19,271 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.8159 +[2025-02-23 19:59:19,301 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6186 +[2025-02-23 19:59:19,333 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9101 +[2025-02-23 19:59:19,386 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.5934 +[2025-02-23 19:59:19,410 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1072 +[2025-02-23 19:59:19,447 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4591 +[2025-02-23 19:59:19,481 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3988 +[2025-02-23 19:59:19,510 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6879 +[2025-02-23 19:59:19,537 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2813 +[2025-02-23 19:59:19,588 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9421 +[2025-02-23 19:59:19,627 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8171 +[2025-02-23 19:59:19,674 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5210 +[2025-02-23 19:59:19,717 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2929 +[2025-02-23 19:59:19,755 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5704 +[2025-02-23 19:59:19,800 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6248 +[2025-02-23 19:59:19,826 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7619 +[2025-02-23 19:59:19,877 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4563 +[2025-02-23 19:59:19,902 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7129 +[2025-02-23 19:59:21,130 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 19:59:21,130 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 19:59:21,130 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] wall : 0.8317 0.9282 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] floor : 0.9615 0.9828 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] cabinet : 0.5473 0.6986 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] bed : 0.7339 0.8237 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] chair : 0.9064 0.9371 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] sofa : 0.8312 0.8699 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] table : 0.6699 0.7369 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] door : 0.6113 0.7878 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] window : 0.5784 0.7700 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] bookshelf : 0.7017 0.7297 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] picture : 0.3277 0.5624 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] counter : 0.6068 0.8517 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] desk : 0.5521 0.8655 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] curtain : 0.6751 0.8128 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] refridgerator : 0.4410 0.4459 +[2025-02-23 19:59:21,131 INFO hook.py line 232 2996285] shower curtain : 0.5495 0.6002 +[2025-02-23 19:59:21,132 INFO hook.py line 232 2996285] toilet : 0.9251 0.9636 +[2025-02-23 19:59:21,132 INFO hook.py line 232 2996285] sink : 0.6397 0.7525 +[2025-02-23 19:59:21,132 INFO hook.py line 232 2996285] bathtub : 0.8826 0.9169 +[2025-02-23 19:59:21,132 INFO hook.py line 232 2996285] otherfurniture : 0.5127 0.6158 +[2025-02-23 19:59:21,132 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 19:59:21,132 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6743/0.7826/0.8823. +[2025-02-23 19:59:21,132 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 19:59:21,135 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 19:59:21,135 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 19:59:40,929 INFO hook.py line 109 2996285] Train: [16/100][50/300] Data 0.005 (0.033) Batch 0.239 (0.286) Remain 02:01:13 loss: 0.8078 Lr: 5.83195e-03 +[2025-02-23 19:59:53,468 INFO hook.py line 109 2996285] Train: [16/100][100/300] Data 0.003 (0.018) Batch 0.251 (0.268) Remain 01:53:20 loss: 0.5469 Lr: 5.82645e-03 +[2025-02-23 20:00:06,233 INFO hook.py line 109 2996285] Train: [16/100][150/300] Data 0.003 (0.013) Batch 0.249 (0.264) Remain 01:51:20 loss: 0.6079 Lr: 5.82086e-03 +[2025-02-23 20:00:18,888 INFO hook.py line 109 2996285] Train: [16/100][200/300] Data 0.004 (0.011) Batch 0.250 (0.261) Remain 01:49:59 loss: 0.9057 Lr: 5.81519e-03 +[2025-02-23 20:00:31,854 INFO hook.py line 109 2996285] Train: [16/100][250/300] Data 0.003 (0.009) Batch 0.247 (0.261) Remain 01:49:38 loss: 0.4242 Lr: 5.80944e-03 +[2025-02-23 20:00:42,991 INFO hook.py line 109 2996285] Train: [16/100][300/300] Data 0.002 (0.008) Batch 0.178 (0.254) Remain 01:46:45 loss: 0.9562 Lr: 5.80360e-03 +[2025-02-23 20:00:42,991 INFO misc.py line 135 2996285] Train result: loss: 0.6557 +[2025-02-23 20:00:43,054 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:00:56,141 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1470 +[2025-02-23 20:00:56,199 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4540 +[2025-02-23 20:00:56,428 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2754 +[2025-02-23 20:00:56,685 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4907 +[2025-02-23 20:00:56,729 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2647 +[2025-02-23 20:00:56,790 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4569 +[2025-02-23 20:00:56,838 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.6298 +[2025-02-23 20:00:56,880 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6534 +[2025-02-23 20:00:56,932 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6585 +[2025-02-23 20:00:57,104 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3413 +[2025-02-23 20:00:57,147 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2800 +[2025-02-23 20:00:57,178 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.1480 +[2025-02-23 20:00:57,226 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.7145 +[2025-02-23 20:00:57,333 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.4788 +[2025-02-23 20:00:57,384 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.5701 +[2025-02-23 20:00:57,429 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1051 +[2025-02-23 20:00:57,466 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4003 +[2025-02-23 20:00:57,504 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5911 +[2025-02-23 20:00:57,544 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.6326 +[2025-02-23 20:00:57,577 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8869 +[2025-02-23 20:00:57,608 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.4001 +[2025-02-23 20:00:57,643 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4148 +[2025-02-23 20:00:57,669 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6484 +[2025-02-23 20:00:57,709 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8823 +[2025-02-23 20:00:57,749 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.4760 +[2025-02-23 20:00:57,787 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4082 +[2025-02-23 20:00:57,832 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9138 +[2025-02-23 20:00:57,863 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4610 +[2025-02-23 20:00:57,898 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3781 +[2025-02-23 20:00:57,948 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3216 +[2025-02-23 20:00:58,000 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3382 +[2025-02-23 20:00:58,037 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4408 +[2025-02-23 20:00:58,095 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1739 +[2025-02-23 20:00:58,131 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0767 +[2025-02-23 20:00:58,165 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3831 +[2025-02-23 20:00:58,201 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8594 +[2025-02-23 20:00:58,236 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3957 +[2025-02-23 20:00:58,275 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2142 +[2025-02-23 20:00:58,330 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.2189 +[2025-02-23 20:00:58,380 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1552 +[2025-02-23 20:00:58,419 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9230 +[2025-02-23 20:00:58,445 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2248 +[2025-02-23 20:00:58,484 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2886 +[2025-02-23 20:00:58,539 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4651 +[2025-02-23 20:00:58,571 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4481 +[2025-02-23 20:00:58,615 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5176 +[2025-02-23 20:00:58,649 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4763 +[2025-02-23 20:00:58,678 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5196 +[2025-02-23 20:00:58,706 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5812 +[2025-02-23 20:00:58,734 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7488 +[2025-02-23 20:00:58,761 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5980 +[2025-02-23 20:00:58,791 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6840 +[2025-02-23 20:00:58,813 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3283 +[2025-02-23 20:00:58,844 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.5461 +[2025-02-23 20:00:58,877 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0582 +[2025-02-23 20:00:58,914 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2882 +[2025-02-23 20:00:58,942 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5201 +[2025-02-23 20:00:58,965 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4187 +[2025-02-23 20:00:59,000 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7950 +[2025-02-23 20:00:59,029 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7458 +[2025-02-23 20:00:59,049 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7728 +[2025-02-23 20:00:59,079 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7528 +[2025-02-23 20:00:59,112 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0928 +[2025-02-23 20:00:59,165 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0526 +[2025-02-23 20:00:59,190 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.5442 +[2025-02-23 20:00:59,227 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4165 +[2025-02-23 20:00:59,262 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2101 +[2025-02-23 20:00:59,292 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.4760 +[2025-02-23 20:00:59,318 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3839 +[2025-02-23 20:00:59,370 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1762 +[2025-02-23 20:00:59,409 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6991 +[2025-02-23 20:00:59,457 INFO hook.py line 289 2996285] Test: [72/78] Loss 1.0319 +[2025-02-23 20:00:59,501 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4149 +[2025-02-23 20:00:59,539 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.4326 +[2025-02-23 20:00:59,584 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3137 +[2025-02-23 20:00:59,609 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7471 +[2025-02-23 20:00:59,659 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3445 +[2025-02-23 20:00:59,681 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6799 +[2025-02-23 20:01:00,871 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:01:00,871 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:01:00,871 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] wall : 0.8283 0.9059 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] floor : 0.9618 0.9826 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] cabinet : 0.6251 0.6946 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] bed : 0.7748 0.7982 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] chair : 0.8755 0.9621 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] sofa : 0.8592 0.9316 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] table : 0.6940 0.8217 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] door : 0.6013 0.8206 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] window : 0.5317 0.7872 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] bookshelf : 0.7994 0.8684 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] picture : 0.3342 0.3920 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] counter : 0.6536 0.8241 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] desk : 0.6105 0.8462 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] curtain : 0.6482 0.8707 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] refridgerator : 0.5291 0.5553 +[2025-02-23 20:01:00,871 INFO hook.py line 232 2996285] shower curtain : 0.4586 0.4909 +[2025-02-23 20:01:00,872 INFO hook.py line 232 2996285] toilet : 0.9172 0.9813 +[2025-02-23 20:01:00,872 INFO hook.py line 232 2996285] sink : 0.6238 0.7124 +[2025-02-23 20:01:00,872 INFO hook.py line 232 2996285] bathtub : 0.8834 0.8938 +[2025-02-23 20:01:00,872 INFO hook.py line 232 2996285] otherfurniture : 0.5579 0.6230 +[2025-02-23 20:01:00,872 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:01:00,872 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6884/0.7881/0.8876. +[2025-02-23 20:01:00,872 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:01:00,880 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 20:01:00,880 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:01:19,707 INFO hook.py line 109 2996285] Train: [17/100][50/300] Data 0.004 (0.004) Batch 0.252 (0.262) Remain 01:49:42 loss: 0.5189 Lr: 5.79767e-03 +[2025-02-23 20:01:32,597 INFO hook.py line 109 2996285] Train: [17/100][100/300] Data 0.003 (0.004) Batch 0.229 (0.260) Remain 01:48:38 loss: 0.8593 Lr: 5.79166e-03 +[2025-02-23 20:01:45,141 INFO hook.py line 109 2996285] Train: [17/100][150/300] Data 0.004 (0.004) Batch 0.240 (0.257) Remain 01:47:10 loss: 0.7662 Lr: 5.78556e-03 +[2025-02-23 20:01:57,894 INFO hook.py line 109 2996285] Train: [17/100][200/300] Data 0.004 (0.004) Batch 0.240 (0.256) Remain 01:46:47 loss: 0.6549 Lr: 5.77938e-03 +[2025-02-23 20:02:10,566 INFO hook.py line 109 2996285] Train: [17/100][250/300] Data 0.003 (0.004) Batch 0.240 (0.256) Remain 01:46:19 loss: 0.5887 Lr: 5.77311e-03 +[2025-02-23 20:02:21,958 INFO hook.py line 109 2996285] Train: [17/100][300/300] Data 0.001 (0.004) Batch 0.197 (0.251) Remain 01:44:10 loss: 0.5705 Lr: 5.76676e-03 +[2025-02-23 20:02:21,958 INFO misc.py line 135 2996285] Train result: loss: 0.6467 +[2025-02-23 20:02:22,032 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:02:34,912 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1760 +[2025-02-23 20:02:35,179 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4140 +[2025-02-23 20:02:35,560 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2902 +[2025-02-23 20:02:35,986 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5779 +[2025-02-23 20:02:36,015 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3089 +[2025-02-23 20:02:36,066 INFO hook.py line 289 2996285] Test: [6/78] Loss 0.9792 +[2025-02-23 20:02:36,141 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5641 +[2025-02-23 20:02:36,174 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4609 +[2025-02-23 20:02:36,223 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8924 +[2025-02-23 20:02:36,261 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.7875 +[2025-02-23 20:02:36,306 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4040 +[2025-02-23 20:02:36,335 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0602 +[2025-02-23 20:02:36,381 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8902 +[2025-02-23 20:02:36,419 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5617 +[2025-02-23 20:02:36,595 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.8333 +[2025-02-23 20:02:36,640 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3187 +[2025-02-23 20:02:36,677 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5512 +[2025-02-23 20:02:36,709 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.9153 +[2025-02-23 20:02:36,748 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1878 +[2025-02-23 20:02:36,784 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9521 +[2025-02-23 20:02:36,818 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3984 +[2025-02-23 20:02:36,858 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4355 +[2025-02-23 20:02:36,893 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6375 +[2025-02-23 20:02:36,933 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8486 +[2025-02-23 20:02:36,976 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8511 +[2025-02-23 20:02:37,012 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5355 +[2025-02-23 20:02:37,059 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.6826 +[2025-02-23 20:02:37,090 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3252 +[2025-02-23 20:02:37,116 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3785 +[2025-02-23 20:02:37,166 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4702 +[2025-02-23 20:02:37,219 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4982 +[2025-02-23 20:02:37,250 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5705 +[2025-02-23 20:02:37,299 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2226 +[2025-02-23 20:02:37,333 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8220 +[2025-02-23 20:02:37,367 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3579 +[2025-02-23 20:02:37,404 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9479 +[2025-02-23 20:02:37,438 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4685 +[2025-02-23 20:02:37,464 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4677 +[2025-02-23 20:02:37,523 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6782 +[2025-02-23 20:02:37,565 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4776 +[2025-02-23 20:02:37,607 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9771 +[2025-02-23 20:02:37,634 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2272 +[2025-02-23 20:02:37,669 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2447 +[2025-02-23 20:02:37,721 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6113 +[2025-02-23 20:02:37,749 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6275 +[2025-02-23 20:02:37,792 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6186 +[2025-02-23 20:02:37,827 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8568 +[2025-02-23 20:02:37,857 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5930 +[2025-02-23 20:02:37,886 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7392 +[2025-02-23 20:02:37,914 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.1388 +[2025-02-23 20:02:37,940 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8435 +[2025-02-23 20:02:37,970 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6611 +[2025-02-23 20:02:37,994 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3701 +[2025-02-23 20:02:38,025 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6691 +[2025-02-23 20:02:38,058 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.1118 +[2025-02-23 20:02:38,095 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2263 +[2025-02-23 20:02:38,123 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5822 +[2025-02-23 20:02:38,147 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.7157 +[2025-02-23 20:02:38,182 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6813 +[2025-02-23 20:02:38,213 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6519 +[2025-02-23 20:02:38,236 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5317 +[2025-02-23 20:02:38,267 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4325 +[2025-02-23 20:02:38,300 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0020 +[2025-02-23 20:02:38,353 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.7963 +[2025-02-23 20:02:38,378 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0188 +[2025-02-23 20:02:38,414 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7463 +[2025-02-23 20:02:38,449 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4698 +[2025-02-23 20:02:38,479 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7801 +[2025-02-23 20:02:38,506 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3265 +[2025-02-23 20:02:38,557 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5888 +[2025-02-23 20:02:38,597 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8459 +[2025-02-23 20:02:38,645 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4060 +[2025-02-23 20:02:38,689 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3381 +[2025-02-23 20:02:38,726 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6374 +[2025-02-23 20:02:38,771 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4596 +[2025-02-23 20:02:38,797 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7570 +[2025-02-23 20:02:38,848 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.5565 +[2025-02-23 20:02:38,872 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.3511 +[2025-02-23 20:02:40,021 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:02:40,022 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:02:40,022 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] wall : 0.8280 0.9050 +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] floor : 0.9600 0.9773 +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] cabinet : 0.5997 0.7066 +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] bed : 0.7728 0.8629 +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] chair : 0.8742 0.9042 +[2025-02-23 20:02:40,022 INFO hook.py line 232 2996285] sofa : 0.8123 0.8527 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] table : 0.6653 0.7841 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] door : 0.6002 0.7581 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] window : 0.5353 0.6557 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] bookshelf : 0.7693 0.9384 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] picture : 0.3512 0.4805 +[2025-02-23 20:02:40,023 INFO hook.py line 232 2996285] counter : 0.6336 0.7703 +[2025-02-23 20:02:40,024 INFO hook.py line 232 2996285] desk : 0.6028 0.8276 +[2025-02-23 20:02:40,024 INFO hook.py line 232 2996285] curtain : 0.4757 0.9022 +[2025-02-23 20:02:40,024 INFO hook.py line 232 2996285] refridgerator : 0.5163 0.5862 +[2025-02-23 20:02:40,024 INFO hook.py line 232 2996285] shower curtain : 0.5952 0.6799 +[2025-02-23 20:02:40,025 INFO hook.py line 232 2996285] toilet : 0.9261 0.9543 +[2025-02-23 20:02:40,025 INFO hook.py line 232 2996285] sink : 0.6525 0.7759 +[2025-02-23 20:02:40,025 INFO hook.py line 232 2996285] bathtub : 0.8732 0.8984 +[2025-02-23 20:02:40,025 INFO hook.py line 232 2996285] otherfurniture : 0.5183 0.6915 +[2025-02-23 20:02:40,025 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:02:40,025 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6781/0.7956/0.8792. +[2025-02-23 20:02:40,026 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:02:40,034 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 20:02:40,034 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:02:59,126 INFO hook.py line 109 2996285] Train: [18/100][50/300] Data 0.004 (0.004) Batch 0.259 (0.262) Remain 01:48:25 loss: 0.6665 Lr: 5.76033e-03 +[2025-02-23 20:03:11,893 INFO hook.py line 109 2996285] Train: [18/100][100/300] Data 0.004 (0.004) Batch 0.257 (0.258) Remain 01:46:50 loss: 0.6440 Lr: 5.75381e-03 +[2025-02-23 20:03:24,503 INFO hook.py line 109 2996285] Train: [18/100][150/300] Data 0.003 (0.004) Batch 0.258 (0.256) Remain 01:45:44 loss: 0.6997 Lr: 5.74721e-03 +[2025-02-23 20:03:37,428 INFO hook.py line 109 2996285] Train: [18/100][200/300] Data 0.004 (0.004) Batch 0.253 (0.257) Remain 01:45:45 loss: 0.4986 Lr: 5.74053e-03 +[2025-02-23 20:03:49,958 INFO hook.py line 109 2996285] Train: [18/100][250/300] Data 0.003 (0.004) Batch 0.252 (0.256) Remain 01:45:00 loss: 0.4614 Lr: 5.73376e-03 +[2025-02-23 20:04:00,978 INFO hook.py line 109 2996285] Train: [18/100][300/300] Data 0.001 (0.004) Batch 0.195 (0.250) Remain 01:42:22 loss: 0.5292 Lr: 5.72691e-03 +[2025-02-23 20:04:00,979 INFO misc.py line 135 2996285] Train result: loss: 0.6328 +[2025-02-23 20:04:01,056 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:04:14,515 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1581 +[2025-02-23 20:04:14,719 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5032 +[2025-02-23 20:04:15,341 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2812 +[2025-02-23 20:04:15,386 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4761 +[2025-02-23 20:04:15,427 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2738 +[2025-02-23 20:04:15,475 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8919 +[2025-02-23 20:04:15,522 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.6643 +[2025-02-23 20:04:15,555 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2447 +[2025-02-23 20:04:15,604 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8097 +[2025-02-23 20:04:15,647 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3284 +[2025-02-23 20:04:15,698 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5167 +[2025-02-23 20:04:15,732 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7737 +[2025-02-23 20:04:15,784 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6839 +[2025-02-23 20:04:15,821 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6571 +[2025-02-23 20:04:15,858 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8124 +[2025-02-23 20:04:15,901 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.5101 +[2025-02-23 20:04:15,935 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5023 +[2025-02-23 20:04:15,968 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5025 +[2025-02-23 20:04:16,009 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1384 +[2025-02-23 20:04:16,053 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9802 +[2025-02-23 20:04:16,086 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2137 +[2025-02-23 20:04:16,122 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1140 +[2025-02-23 20:04:16,156 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8413 +[2025-02-23 20:04:16,197 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8714 +[2025-02-23 20:04:16,243 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5601 +[2025-02-23 20:04:16,285 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6169 +[2025-02-23 20:04:16,331 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4737 +[2025-02-23 20:04:16,362 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3293 +[2025-02-23 20:04:16,395 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2257 +[2025-02-23 20:04:16,447 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6070 +[2025-02-23 20:04:16,507 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3547 +[2025-02-23 20:04:16,542 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5466 +[2025-02-23 20:04:16,592 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2501 +[2025-02-23 20:04:16,632 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.1306 +[2025-02-23 20:04:16,672 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3658 +[2025-02-23 20:04:16,710 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8602 +[2025-02-23 20:04:16,746 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6195 +[2025-02-23 20:04:16,773 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2214 +[2025-02-23 20:04:16,828 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6322 +[2025-02-23 20:04:16,872 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1603 +[2025-02-23 20:04:16,919 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9779 +[2025-02-23 20:04:16,957 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1258 +[2025-02-23 20:04:16,990 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1587 +[2025-02-23 20:04:17,041 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3504 +[2025-02-23 20:04:17,080 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5501 +[2025-02-23 20:04:17,129 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6024 +[2025-02-23 20:04:17,165 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.2674 +[2025-02-23 20:04:17,195 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5583 +[2025-02-23 20:04:17,223 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7295 +[2025-02-23 20:04:17,250 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.0590 +[2025-02-23 20:04:17,276 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.4896 +[2025-02-23 20:04:17,305 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6953 +[2025-02-23 20:04:17,327 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4648 +[2025-02-23 20:04:17,357 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0608 +[2025-02-23 20:04:17,390 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0551 +[2025-02-23 20:04:17,427 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3150 +[2025-02-23 20:04:17,457 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.9070 +[2025-02-23 20:04:17,480 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6777 +[2025-02-23 20:04:17,515 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.9040 +[2025-02-23 20:04:17,547 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8953 +[2025-02-23 20:04:17,572 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5543 +[2025-02-23 20:04:17,602 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7845 +[2025-02-23 20:04:17,634 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9318 +[2025-02-23 20:04:17,687 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0730 +[2025-02-23 20:04:17,715 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9919 +[2025-02-23 20:04:17,752 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6135 +[2025-02-23 20:04:17,787 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2884 +[2025-02-23 20:04:17,818 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8592 +[2025-02-23 20:04:17,845 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3476 +[2025-02-23 20:04:17,896 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9787 +[2025-02-23 20:04:17,934 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8045 +[2025-02-23 20:04:17,981 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2860 +[2025-02-23 20:04:18,026 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3908 +[2025-02-23 20:04:18,063 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8260 +[2025-02-23 20:04:18,109 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3727 +[2025-02-23 20:04:18,134 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6595 +[2025-02-23 20:04:18,185 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2762 +[2025-02-23 20:04:18,210 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4460 +[2025-02-23 20:04:19,396 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:04:19,400 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:04:19,401 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:04:19,401 INFO hook.py line 232 2996285] wall : 0.8347 0.9489 +[2025-02-23 20:04:19,401 INFO hook.py line 232 2996285] floor : 0.9591 0.9876 +[2025-02-23 20:04:19,401 INFO hook.py line 232 2996285] cabinet : 0.5844 0.7454 +[2025-02-23 20:04:19,401 INFO hook.py line 232 2996285] bed : 0.7898 0.8377 +[2025-02-23 20:04:19,401 INFO hook.py line 232 2996285] chair : 0.8883 0.9317 +[2025-02-23 20:04:19,402 INFO hook.py line 232 2996285] sofa : 0.7795 0.9193 +[2025-02-23 20:04:19,402 INFO hook.py line 232 2996285] table : 0.6388 0.8897 +[2025-02-23 20:04:19,402 INFO hook.py line 232 2996285] door : 0.6396 0.7502 +[2025-02-23 20:04:19,402 INFO hook.py line 232 2996285] window : 0.5697 0.6806 +[2025-02-23 20:04:19,402 INFO hook.py line 232 2996285] bookshelf : 0.7953 0.9172 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] picture : 0.3615 0.4800 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] counter : 0.6491 0.7608 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] desk : 0.4202 0.4530 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] curtain : 0.7151 0.7523 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] refridgerator : 0.5651 0.5884 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] shower curtain : 0.6122 0.6575 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] toilet : 0.9477 0.9669 +[2025-02-23 20:04:19,403 INFO hook.py line 232 2996285] sink : 0.6094 0.6462 +[2025-02-23 20:04:19,404 INFO hook.py line 232 2996285] bathtub : 0.8786 0.9231 +[2025-02-23 20:04:19,404 INFO hook.py line 232 2996285] otherfurniture : 0.4786 0.5087 +[2025-02-23 20:04:19,404 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:04:19,404 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6858/0.7673/0.8867. +[2025-02-23 20:04:19,405 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:04:19,407 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 20:04:19,407 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:04:38,159 INFO hook.py line 109 2996285] Train: [19/100][50/300] Data 0.005 (0.004) Batch 0.250 (0.264) Remain 01:47:59 loss: 0.3965 Lr: 5.71998e-03 +[2025-02-23 20:04:50,891 INFO hook.py line 109 2996285] Train: [19/100][100/300] Data 0.003 (0.004) Batch 0.247 (0.259) Remain 01:45:48 loss: 0.9485 Lr: 5.71296e-03 +[2025-02-23 20:05:03,692 INFO hook.py line 109 2996285] Train: [19/100][150/300] Data 0.005 (0.004) Batch 0.263 (0.258) Remain 01:45:10 loss: 0.6145 Lr: 5.70586e-03 +[2025-02-23 20:05:16,228 INFO hook.py line 109 2996285] Train: [19/100][200/300] Data 0.003 (0.004) Batch 0.253 (0.256) Remain 01:44:11 loss: 0.5717 Lr: 5.69868e-03 +[2025-02-23 20:05:29,314 INFO hook.py line 109 2996285] Train: [19/100][250/300] Data 0.004 (0.004) Batch 0.246 (0.257) Remain 01:44:25 loss: 0.3669 Lr: 5.69142e-03 +[2025-02-23 20:05:40,554 INFO hook.py line 109 2996285] Train: [19/100][300/300] Data 0.002 (0.003) Batch 0.182 (0.252) Remain 01:42:00 loss: 0.4703 Lr: 5.68407e-03 +[2025-02-23 20:05:40,555 INFO misc.py line 135 2996285] Train result: loss: 0.6224 +[2025-02-23 20:05:40,651 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:05:53,101 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1481 +[2025-02-23 20:05:54,168 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5653 +[2025-02-23 20:05:54,747 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3638 +[2025-02-23 20:05:54,790 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4714 +[2025-02-23 20:05:54,824 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2895 +[2025-02-23 20:05:54,873 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3827 +[2025-02-23 20:05:54,920 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4836 +[2025-02-23 20:05:54,945 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4907 +[2025-02-23 20:05:54,988 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7383 +[2025-02-23 20:05:55,018 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5417 +[2025-02-23 20:05:55,064 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3681 +[2025-02-23 20:05:55,092 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8617 +[2025-02-23 20:05:55,138 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4152 +[2025-02-23 20:05:55,176 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9501 +[2025-02-23 20:05:55,210 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2239 +[2025-02-23 20:05:55,286 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1552 +[2025-02-23 20:05:55,320 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5326 +[2025-02-23 20:05:55,351 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5306 +[2025-02-23 20:05:55,393 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1540 +[2025-02-23 20:05:55,424 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1267 +[2025-02-23 20:05:55,458 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2360 +[2025-02-23 20:05:55,494 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2997 +[2025-02-23 20:05:55,522 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6058 +[2025-02-23 20:05:55,562 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6611 +[2025-02-23 20:05:55,601 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8953 +[2025-02-23 20:05:55,637 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4222 +[2025-02-23 20:05:55,684 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8581 +[2025-02-23 20:05:55,714 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5585 +[2025-02-23 20:05:55,747 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2326 +[2025-02-23 20:05:55,800 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4572 +[2025-02-23 20:05:55,853 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5257 +[2025-02-23 20:05:55,884 INFO hook.py line 289 2996285] Test: [32/78] Loss 1.3513 +[2025-02-23 20:05:55,941 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2396 +[2025-02-23 20:05:55,975 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.5339 +[2025-02-23 20:05:56,009 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2192 +[2025-02-23 20:05:56,045 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7227 +[2025-02-23 20:05:56,081 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6305 +[2025-02-23 20:05:56,111 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2291 +[2025-02-23 20:05:56,165 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4071 +[2025-02-23 20:05:56,207 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4749 +[2025-02-23 20:05:56,246 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9700 +[2025-02-23 20:05:56,272 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1053 +[2025-02-23 20:05:56,305 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1633 +[2025-02-23 20:05:56,357 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3294 +[2025-02-23 20:05:56,385 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4265 +[2025-02-23 20:05:56,428 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5283 +[2025-02-23 20:05:56,463 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1210 +[2025-02-23 20:05:56,492 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5277 +[2025-02-23 20:05:56,520 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9657 +[2025-02-23 20:05:56,547 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6987 +[2025-02-23 20:05:56,572 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7758 +[2025-02-23 20:05:56,602 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6307 +[2025-02-23 20:05:56,623 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1942 +[2025-02-23 20:05:56,654 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6937 +[2025-02-23 20:05:56,687 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0469 +[2025-02-23 20:05:56,724 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2131 +[2025-02-23 20:05:56,753 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4944 +[2025-02-23 20:05:56,776 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5255 +[2025-02-23 20:05:56,812 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7699 +[2025-02-23 20:05:56,841 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5575 +[2025-02-23 20:05:56,862 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6528 +[2025-02-23 20:05:56,892 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5428 +[2025-02-23 20:05:56,924 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3105 +[2025-02-23 20:05:56,979 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2907 +[2025-02-23 20:05:57,004 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0643 +[2025-02-23 20:05:57,041 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4445 +[2025-02-23 20:05:57,076 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5698 +[2025-02-23 20:05:57,104 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5435 +[2025-02-23 20:05:57,130 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3296 +[2025-02-23 20:05:57,181 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9743 +[2025-02-23 20:05:57,220 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8204 +[2025-02-23 20:05:57,267 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4835 +[2025-02-23 20:05:57,310 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3357 +[2025-02-23 20:05:57,348 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6459 +[2025-02-23 20:05:57,393 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3464 +[2025-02-23 20:05:57,418 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5361 +[2025-02-23 20:05:57,468 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4910 +[2025-02-23 20:05:57,491 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5352 +[2025-02-23 20:05:58,727 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:05:58,727 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:05:58,728 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] wall : 0.8466 0.9415 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] floor : 0.9615 0.9820 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] cabinet : 0.5685 0.7551 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] bed : 0.8009 0.8356 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] chair : 0.8819 0.9251 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] sofa : 0.7654 0.9286 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] table : 0.6995 0.8277 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] door : 0.6270 0.7531 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] window : 0.5753 0.6733 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] bookshelf : 0.6983 0.7756 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] picture : 0.3211 0.3829 +[2025-02-23 20:05:58,728 INFO hook.py line 232 2996285] counter : 0.6216 0.7756 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] desk : 0.6068 0.7895 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] curtain : 0.6374 0.8591 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] refridgerator : 0.6160 0.6735 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] shower curtain : 0.5160 0.5617 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] toilet : 0.9265 0.9428 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] sink : 0.6729 0.7629 +[2025-02-23 20:05:58,729 INFO hook.py line 232 2996285] bathtub : 0.8496 0.9133 +[2025-02-23 20:05:58,730 INFO hook.py line 232 2996285] otherfurniture : 0.5607 0.6519 +[2025-02-23 20:05:58,730 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:05:58,730 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6877/0.7855/0.8900. +[2025-02-23 20:05:58,731 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:05:58,737 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 20:05:58,738 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:06:17,903 INFO hook.py line 109 2996285] Train: [20/100][50/300] Data 0.003 (0.011) Batch 0.248 (0.263) Remain 01:46:22 loss: 0.5130 Lr: 5.67665e-03 +[2025-02-23 20:06:30,694 INFO hook.py line 109 2996285] Train: [20/100][100/300] Data 0.005 (0.007) Batch 0.281 (0.259) Remain 01:44:37 loss: 0.4964 Lr: 5.66914e-03 +[2025-02-23 20:06:43,406 INFO hook.py line 109 2996285] Train: [20/100][150/300] Data 0.003 (0.006) Batch 0.247 (0.258) Remain 01:43:42 loss: 0.5941 Lr: 5.66155e-03 +[2025-02-23 20:06:56,117 INFO hook.py line 109 2996285] Train: [20/100][200/300] Data 0.004 (0.006) Batch 0.237 (0.257) Remain 01:43:08 loss: 0.3597 Lr: 5.65388e-03 +[2025-02-23 20:07:09,007 INFO hook.py line 109 2996285] Train: [20/100][250/300] Data 0.003 (0.005) Batch 0.249 (0.257) Remain 01:43:00 loss: 0.4381 Lr: 5.64613e-03 +[2025-02-23 20:07:20,176 INFO hook.py line 109 2996285] Train: [20/100][300/300] Data 0.002 (0.005) Batch 0.189 (0.251) Remain 01:40:31 loss: 0.5999 Lr: 5.63830e-03 +[2025-02-23 20:07:20,176 INFO misc.py line 135 2996285] Train result: loss: 0.6214 +[2025-02-23 20:07:20,248 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:07:33,684 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.2112 +[2025-02-23 20:07:33,730 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7769 +[2025-02-23 20:07:33,784 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3837 +[2025-02-23 20:07:33,835 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5539 +[2025-02-23 20:07:33,882 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2393 +[2025-02-23 20:07:33,938 INFO hook.py line 289 2996285] Test: [6/78] Loss 2.0486 +[2025-02-23 20:07:34,072 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.7321 +[2025-02-23 20:07:34,107 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3528 +[2025-02-23 20:07:34,155 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0834 +[2025-02-23 20:07:34,226 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.8950 +[2025-02-23 20:07:34,267 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5533 +[2025-02-23 20:07:34,612 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7715 +[2025-02-23 20:07:34,661 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4282 +[2025-02-23 20:07:34,786 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9238 +[2025-02-23 20:07:34,821 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0406 +[2025-02-23 20:07:34,866 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1748 +[2025-02-23 20:07:34,903 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5588 +[2025-02-23 20:07:34,932 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5821 +[2025-02-23 20:07:34,972 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1474 +[2025-02-23 20:07:35,005 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9765 +[2025-02-23 20:07:35,036 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2691 +[2025-02-23 20:07:35,072 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1785 +[2025-02-23 20:07:35,097 INFO hook.py line 289 2996285] Test: [23/78] Loss 1.1391 +[2025-02-23 20:07:35,139 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.1495 +[2025-02-23 20:07:35,181 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7940 +[2025-02-23 20:07:35,230 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.7816 +[2025-02-23 20:07:35,276 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0094 +[2025-02-23 20:07:35,309 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4720 +[2025-02-23 20:07:35,340 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2916 +[2025-02-23 20:07:35,399 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4273 +[2025-02-23 20:07:35,459 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4817 +[2025-02-23 20:07:35,503 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6082 +[2025-02-23 20:07:35,558 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1653 +[2025-02-23 20:07:35,593 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8964 +[2025-02-23 20:07:35,627 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3522 +[2025-02-23 20:07:35,670 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.1981 +[2025-02-23 20:07:35,706 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4932 +[2025-02-23 20:07:35,733 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2261 +[2025-02-23 20:07:35,788 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6475 +[2025-02-23 20:07:35,830 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5543 +[2025-02-23 20:07:35,879 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.7714 +[2025-02-23 20:07:35,907 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.5142 +[2025-02-23 20:07:35,939 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2826 +[2025-02-23 20:07:35,991 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.7275 +[2025-02-23 20:07:36,021 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5706 +[2025-02-23 20:07:36,063 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4722 +[2025-02-23 20:07:36,098 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6131 +[2025-02-23 20:07:36,128 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6657 +[2025-02-23 20:07:36,156 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0632 +[2025-02-23 20:07:36,184 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.1758 +[2025-02-23 20:07:36,210 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5307 +[2025-02-23 20:07:36,240 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6259 +[2025-02-23 20:07:36,262 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4433 +[2025-02-23 20:07:36,292 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.2882 +[2025-02-23 20:07:36,325 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0793 +[2025-02-23 20:07:36,361 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3678 +[2025-02-23 20:07:36,390 INFO hook.py line 289 2996285] Test: [57/78] Loss 1.0785 +[2025-02-23 20:07:36,413 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6037 +[2025-02-23 20:07:36,448 INFO hook.py line 289 2996285] Test: [59/78] Loss 1.0273 +[2025-02-23 20:07:36,481 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6860 +[2025-02-23 20:07:36,502 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6640 +[2025-02-23 20:07:36,532 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.3856 +[2025-02-23 20:07:36,564 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1344 +[2025-02-23 20:07:36,617 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.5754 +[2025-02-23 20:07:36,641 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9957 +[2025-02-23 20:07:36,677 INFO hook.py line 289 2996285] Test: [66/78] Loss 1.2596 +[2025-02-23 20:07:36,712 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4515 +[2025-02-23 20:07:36,741 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9663 +[2025-02-23 20:07:36,767 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3703 +[2025-02-23 20:07:36,818 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8759 +[2025-02-23 20:07:36,858 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8630 +[2025-02-23 20:07:36,905 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4767 +[2025-02-23 20:07:36,949 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2741 +[2025-02-23 20:07:36,986 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.0972 +[2025-02-23 20:07:37,031 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5107 +[2025-02-23 20:07:37,057 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6725 +[2025-02-23 20:07:37,108 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3011 +[2025-02-23 20:07:37,132 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8345 +[2025-02-23 20:07:38,388 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:07:38,388 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:07:38,388 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:07:38,388 INFO hook.py line 232 2996285] wall : 0.8304 0.9530 +[2025-02-23 20:07:38,388 INFO hook.py line 232 2996285] floor : 0.9612 0.9760 +[2025-02-23 20:07:38,388 INFO hook.py line 232 2996285] cabinet : 0.5977 0.7312 +[2025-02-23 20:07:38,388 INFO hook.py line 232 2996285] bed : 0.8378 0.8766 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] chair : 0.8622 0.9489 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] sofa : 0.6930 0.7159 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] table : 0.6614 0.8122 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] door : 0.5150 0.5464 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] window : 0.5586 0.7231 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] bookshelf : 0.7756 0.8586 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] picture : 0.3439 0.4730 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] counter : 0.6521 0.8100 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] desk : 0.5127 0.5712 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] curtain : 0.6752 0.8011 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] refridgerator : 0.5664 0.6118 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] shower curtain : 0.5736 0.6168 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] toilet : 0.8761 0.9792 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] sink : 0.6355 0.7368 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] bathtub : 0.8873 0.9349 +[2025-02-23 20:07:38,389 INFO hook.py line 232 2996285] otherfurniture : 0.5285 0.7128 +[2025-02-23 20:07:38,389 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:07:38,389 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6772/0.7695/0.8819. +[2025-02-23 20:07:38,390 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:07:38,397 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6961 +[2025-02-23 20:07:38,397 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:07:57,152 INFO hook.py line 109 2996285] Train: [21/100][50/300] Data 0.004 (0.004) Batch 0.231 (0.257) Remain 01:42:33 loss: 0.7656 Lr: 5.63039e-03 +[2025-02-23 20:08:09,907 INFO hook.py line 109 2996285] Train: [21/100][100/300] Data 0.004 (0.004) Batch 0.266 (0.256) Remain 01:41:57 loss: 0.7675 Lr: 5.62240e-03 +[2025-02-23 20:08:22,551 INFO hook.py line 109 2996285] Train: [21/100][150/300] Data 0.005 (0.004) Batch 0.270 (0.255) Remain 01:41:19 loss: 0.7126 Lr: 5.61433e-03 +[2025-02-23 20:08:35,398 INFO hook.py line 109 2996285] Train: [21/100][200/300] Data 0.003 (0.004) Batch 0.252 (0.255) Remain 01:41:19 loss: 0.3979 Lr: 5.60618e-03 +[2025-02-23 20:08:48,634 INFO hook.py line 109 2996285] Train: [21/100][250/300] Data 0.004 (0.004) Batch 0.254 (0.257) Remain 01:41:51 loss: 0.6409 Lr: 5.59812e-03 +[2025-02-23 20:08:59,541 INFO hook.py line 109 2996285] Train: [21/100][300/300] Data 0.002 (0.004) Batch 0.178 (0.251) Remain 01:39:02 loss: 0.6422 Lr: 5.58981e-03 +[2025-02-23 20:08:59,541 INFO misc.py line 135 2996285] Train result: loss: 0.6210 +[2025-02-23 20:08:59,612 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:09:13,741 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1217 +[2025-02-23 20:09:13,786 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4239 +[2025-02-23 20:09:13,890 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3628 +[2025-02-23 20:09:13,934 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4754 +[2025-02-23 20:09:13,968 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3807 +[2025-02-23 20:09:14,029 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6582 +[2025-02-23 20:09:14,076 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4639 +[2025-02-23 20:09:14,107 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3514 +[2025-02-23 20:09:14,146 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7765 +[2025-02-23 20:09:14,176 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5213 +[2025-02-23 20:09:14,221 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4741 +[2025-02-23 20:09:14,249 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6017 +[2025-02-23 20:09:14,295 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.9105 +[2025-02-23 20:09:14,331 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7242 +[2025-02-23 20:09:14,373 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3206 +[2025-02-23 20:09:14,414 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1921 +[2025-02-23 20:09:14,449 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5027 +[2025-02-23 20:09:14,478 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5207 +[2025-02-23 20:09:14,519 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0121 +[2025-02-23 20:09:14,558 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9937 +[2025-02-23 20:09:14,593 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2720 +[2025-02-23 20:09:14,629 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0968 +[2025-02-23 20:09:14,655 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8919 +[2025-02-23 20:09:14,703 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7540 +[2025-02-23 20:09:14,745 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5689 +[2025-02-23 20:09:14,782 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5208 +[2025-02-23 20:09:14,828 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3287 +[2025-02-23 20:09:14,861 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4867 +[2025-02-23 20:09:14,887 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2823 +[2025-02-23 20:09:14,940 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3110 +[2025-02-23 20:09:14,993 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4474 +[2025-02-23 20:09:15,024 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3887 +[2025-02-23 20:09:15,081 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1664 +[2025-02-23 20:09:15,116 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7992 +[2025-02-23 20:09:15,149 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2577 +[2025-02-23 20:09:15,190 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7871 +[2025-02-23 20:09:15,230 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3269 +[2025-02-23 20:09:15,258 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2063 +[2025-02-23 20:09:15,314 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5225 +[2025-02-23 20:09:15,356 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2189 +[2025-02-23 20:09:15,401 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8518 +[2025-02-23 20:09:15,430 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.3148 +[2025-02-23 20:09:15,462 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1723 +[2025-02-23 20:09:15,513 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5436 +[2025-02-23 20:09:15,550 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3729 +[2025-02-23 20:09:15,598 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5119 +[2025-02-23 20:09:15,632 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.0197 +[2025-02-23 20:09:15,661 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3667 +[2025-02-23 20:09:15,689 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.4923 +[2025-02-23 20:09:15,717 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7546 +[2025-02-23 20:09:15,742 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9878 +[2025-02-23 20:09:15,772 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7257 +[2025-02-23 20:09:15,794 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2388 +[2025-02-23 20:09:15,824 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7405 +[2025-02-23 20:09:15,857 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0506 +[2025-02-23 20:09:15,893 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1935 +[2025-02-23 20:09:15,921 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.8542 +[2025-02-23 20:09:15,944 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4208 +[2025-02-23 20:09:15,980 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6281 +[2025-02-23 20:09:16,009 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7057 +[2025-02-23 20:09:16,030 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.8684 +[2025-02-23 20:09:16,060 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5092 +[2025-02-23 20:09:16,093 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1251 +[2025-02-23 20:09:16,147 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.3533 +[2025-02-23 20:09:16,171 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9300 +[2025-02-23 20:09:16,207 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5736 +[2025-02-23 20:09:16,242 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3762 +[2025-02-23 20:09:16,271 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7472 +[2025-02-23 20:09:16,297 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3050 +[2025-02-23 20:09:16,348 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1955 +[2025-02-23 20:09:16,387 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8599 +[2025-02-23 20:09:16,435 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3049 +[2025-02-23 20:09:16,480 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2134 +[2025-02-23 20:09:16,517 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6040 +[2025-02-23 20:09:16,561 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4511 +[2025-02-23 20:09:16,586 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4871 +[2025-02-23 20:09:16,637 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2969 +[2025-02-23 20:09:16,661 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6263 +[2025-02-23 20:09:17,874 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:09:17,874 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:09:17,874 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:09:17,874 INFO hook.py line 232 2996285] wall : 0.8413 0.9480 +[2025-02-23 20:09:17,874 INFO hook.py line 232 2996285] floor : 0.9630 0.9805 +[2025-02-23 20:09:17,874 INFO hook.py line 232 2996285] cabinet : 0.6175 0.6868 +[2025-02-23 20:09:17,874 INFO hook.py line 232 2996285] bed : 0.8014 0.8551 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] chair : 0.8676 0.9434 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] sofa : 0.7709 0.8578 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] table : 0.6949 0.7582 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] door : 0.6197 0.7256 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] window : 0.5676 0.7787 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] bookshelf : 0.7568 0.8984 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] picture : 0.3321 0.3848 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] counter : 0.6296 0.7330 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] desk : 0.6246 0.8484 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] curtain : 0.6689 0.7286 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] refridgerator : 0.5663 0.5935 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] shower curtain : 0.6815 0.7260 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] toilet : 0.8555 0.9788 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] sink : 0.6366 0.7587 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] bathtub : 0.8944 0.9315 +[2025-02-23 20:09:17,875 INFO hook.py line 232 2996285] otherfurniture : 0.5429 0.6583 +[2025-02-23 20:09:17,875 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:09:17,875 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6966/0.7887/0.8915. +[2025-02-23 20:09:17,876 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:09:17,885 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.6966 +[2025-02-23 20:09:17,886 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6966 +[2025-02-23 20:09:17,886 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:09:36,919 INFO hook.py line 109 2996285] Train: [22/100][50/300] Data 0.003 (0.004) Batch 0.254 (0.263) Remain 01:43:35 loss: 0.4806 Lr: 5.58143e-03 +[2025-02-23 20:09:49,486 INFO hook.py line 109 2996285] Train: [22/100][100/300] Data 0.003 (0.003) Batch 0.247 (0.257) Remain 01:41:02 loss: 0.4117 Lr: 5.57296e-03 +[2025-02-23 20:10:02,151 INFO hook.py line 109 2996285] Train: [22/100][150/300] Data 0.005 (0.003) Batch 0.251 (0.256) Remain 01:40:20 loss: 0.7568 Lr: 5.56442e-03 +[2025-02-23 20:10:14,878 INFO hook.py line 109 2996285] Train: [22/100][200/300] Data 0.003 (0.003) Batch 0.242 (0.255) Remain 01:40:01 loss: 0.6255 Lr: 5.55580e-03 +[2025-02-23 20:10:27,645 INFO hook.py line 109 2996285] Train: [22/100][250/300] Data 0.004 (0.003) Batch 0.254 (0.255) Remain 01:39:48 loss: 0.4459 Lr: 5.54711e-03 +[2025-02-23 20:10:38,790 INFO hook.py line 109 2996285] Train: [22/100][300/300] Data 0.001 (0.003) Batch 0.195 (0.250) Remain 01:37:27 loss: 0.7200 Lr: 5.53833e-03 +[2025-02-23 20:10:38,790 INFO misc.py line 135 2996285] Train result: loss: 0.5979 +[2025-02-23 20:10:38,861 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:10:52,022 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1559 +[2025-02-23 20:10:52,088 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3102 +[2025-02-23 20:10:52,267 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2533 +[2025-02-23 20:10:52,323 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4549 +[2025-02-23 20:10:52,359 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4538 +[2025-02-23 20:10:53,126 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8380 +[2025-02-23 20:10:53,178 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4619 +[2025-02-23 20:10:53,207 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2978 +[2025-02-23 20:10:53,250 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8156 +[2025-02-23 20:10:53,289 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3168 +[2025-02-23 20:10:53,331 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4445 +[2025-02-23 20:10:53,373 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9734 +[2025-02-23 20:10:53,418 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.3470 +[2025-02-23 20:10:53,454 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6297 +[2025-02-23 20:10:53,488 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3370 +[2025-02-23 20:10:53,539 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1581 +[2025-02-23 20:10:53,575 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7697 +[2025-02-23 20:10:53,603 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7872 +[2025-02-23 20:10:53,643 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.3542 +[2025-02-23 20:10:53,676 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0814 +[2025-02-23 20:10:53,709 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2563 +[2025-02-23 20:10:53,745 INFO hook.py line 289 2996285] Test: [22/78] Loss 0.9660 +[2025-02-23 20:10:53,771 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9809 +[2025-02-23 20:10:53,814 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.0450 +[2025-02-23 20:10:53,853 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1491 +[2025-02-23 20:10:53,897 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5409 +[2025-02-23 20:10:53,944 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0897 +[2025-02-23 20:10:53,974 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4040 +[2025-02-23 20:10:54,007 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2873 +[2025-02-23 20:10:54,059 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4161 +[2025-02-23 20:10:54,112 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3130 +[2025-02-23 20:10:54,149 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6330 +[2025-02-23 20:10:54,199 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1542 +[2025-02-23 20:10:54,241 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.1510 +[2025-02-23 20:10:54,277 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2816 +[2025-02-23 20:10:54,312 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.1789 +[2025-02-23 20:10:54,347 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3453 +[2025-02-23 20:10:54,376 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3974 +[2025-02-23 20:10:54,431 INFO hook.py line 289 2996285] Test: [39/78] Loss 2.0518 +[2025-02-23 20:10:54,475 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3627 +[2025-02-23 20:10:54,523 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8418 +[2025-02-23 20:10:54,555 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2111 +[2025-02-23 20:10:54,593 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1981 +[2025-02-23 20:10:54,644 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3877 +[2025-02-23 20:10:54,679 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.7237 +[2025-02-23 20:10:54,722 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5640 +[2025-02-23 20:10:54,757 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6115 +[2025-02-23 20:10:54,786 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4645 +[2025-02-23 20:10:54,815 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8917 +[2025-02-23 20:10:54,844 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.3331 +[2025-02-23 20:10:54,870 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6669 +[2025-02-23 20:10:54,900 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7276 +[2025-02-23 20:10:54,923 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3540 +[2025-02-23 20:10:54,953 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6795 +[2025-02-23 20:10:54,987 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0442 +[2025-02-23 20:10:55,023 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1983 +[2025-02-23 20:10:55,051 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5823 +[2025-02-23 20:10:55,074 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6969 +[2025-02-23 20:10:55,109 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7305 +[2025-02-23 20:10:55,138 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4478 +[2025-02-23 20:10:55,161 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5374 +[2025-02-23 20:10:55,191 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6357 +[2025-02-23 20:10:55,224 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0855 +[2025-02-23 20:10:55,278 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7942 +[2025-02-23 20:10:55,302 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.6324 +[2025-02-23 20:10:55,338 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5205 +[2025-02-23 20:10:55,373 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4000 +[2025-02-23 20:10:55,401 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.1443 +[2025-02-23 20:10:55,427 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2786 +[2025-02-23 20:10:55,477 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9130 +[2025-02-23 20:10:55,517 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8662 +[2025-02-23 20:10:55,565 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3592 +[2025-02-23 20:10:55,610 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2198 +[2025-02-23 20:10:55,647 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5100 +[2025-02-23 20:10:55,692 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3893 +[2025-02-23 20:10:55,717 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6820 +[2025-02-23 20:10:55,767 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3764 +[2025-02-23 20:10:55,790 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6506 +[2025-02-23 20:10:56,957 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:10:56,958 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:10:56,958 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] wall : 0.8382 0.9436 +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] floor : 0.9627 0.9787 +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] cabinet : 0.6226 0.7827 +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] bed : 0.7811 0.8436 +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] chair : 0.8853 0.9375 +[2025-02-23 20:10:56,958 INFO hook.py line 232 2996285] sofa : 0.7452 0.9507 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] table : 0.6976 0.8497 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] door : 0.5962 0.6516 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] window : 0.5727 0.7984 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] bookshelf : 0.7887 0.8986 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] picture : 0.3409 0.4723 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] counter : 0.6110 0.7481 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] desk : 0.5538 0.6250 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] curtain : 0.6998 0.7317 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] refridgerator : 0.5467 0.5895 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] shower curtain : 0.6371 0.6757 +[2025-02-23 20:10:56,959 INFO hook.py line 232 2996285] toilet : 0.9501 0.9755 +[2025-02-23 20:10:56,960 INFO hook.py line 232 2996285] sink : 0.5926 0.7319 +[2025-02-23 20:10:56,960 INFO hook.py line 232 2996285] bathtub : 0.8849 0.9111 +[2025-02-23 20:10:56,960 INFO hook.py line 232 2996285] otherfurniture : 0.5188 0.5960 +[2025-02-23 20:10:56,960 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:10:56,960 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6913/0.7846/0.8896. +[2025-02-23 20:10:56,961 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:10:56,964 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6966 +[2025-02-23 20:10:56,964 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:11:15,642 INFO hook.py line 109 2996285] Train: [23/100][50/300] Data 0.004 (0.004) Batch 0.261 (0.263) Remain 01:42:26 loss: 0.6509 Lr: 5.52948e-03 +[2025-02-23 20:11:28,385 INFO hook.py line 109 2996285] Train: [23/100][100/300] Data 0.003 (0.004) Batch 0.270 (0.259) Remain 01:40:33 loss: 0.7433 Lr: 5.52055e-03 +[2025-02-23 20:11:41,191 INFO hook.py line 109 2996285] Train: [23/100][150/300] Data 0.002 (0.004) Batch 0.270 (0.258) Remain 01:39:57 loss: 0.3984 Lr: 5.51155e-03 +[2025-02-23 20:11:54,289 INFO hook.py line 109 2996285] Train: [23/100][200/300] Data 0.002 (0.004) Batch 0.257 (0.259) Remain 01:40:08 loss: 0.6592 Lr: 5.50247e-03 +[2025-02-23 20:12:06,814 INFO hook.py line 109 2996285] Train: [23/100][250/300] Data 0.002 (0.004) Batch 0.243 (0.257) Remain 01:39:15 loss: 0.6110 Lr: 5.49331e-03 +[2025-02-23 20:12:18,037 INFO hook.py line 109 2996285] Train: [23/100][300/300] Data 0.001 (0.003) Batch 0.182 (0.252) Remain 01:36:55 loss: 0.3619 Lr: 5.48408e-03 +[2025-02-23 20:12:18,038 INFO misc.py line 135 2996285] Train result: loss: 0.5912 +[2025-02-23 20:12:18,118 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:12:31,570 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1350 +[2025-02-23 20:12:32,235 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5506 +[2025-02-23 20:12:32,272 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3241 +[2025-02-23 20:12:32,320 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4661 +[2025-02-23 20:12:32,360 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4318 +[2025-02-23 20:12:32,408 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4327 +[2025-02-23 20:12:32,454 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5450 +[2025-02-23 20:12:32,478 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3527 +[2025-02-23 20:12:32,520 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9543 +[2025-02-23 20:12:32,553 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6441 +[2025-02-23 20:12:32,595 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3545 +[2025-02-23 20:12:32,625 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7870 +[2025-02-23 20:12:32,670 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1671 +[2025-02-23 20:12:32,708 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6700 +[2025-02-23 20:12:32,743 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2454 +[2025-02-23 20:12:32,793 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2871 +[2025-02-23 20:12:32,830 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4663 +[2025-02-23 20:12:32,864 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8295 +[2025-02-23 20:12:32,903 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2133 +[2025-02-23 20:12:32,934 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0655 +[2025-02-23 20:12:32,966 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3479 +[2025-02-23 20:12:33,005 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4106 +[2025-02-23 20:12:33,032 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7616 +[2025-02-23 20:12:33,072 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7842 +[2025-02-23 20:12:33,116 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6320 +[2025-02-23 20:12:33,157 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3980 +[2025-02-23 20:12:33,204 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0600 +[2025-02-23 20:12:33,234 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3199 +[2025-02-23 20:12:33,260 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2925 +[2025-02-23 20:12:33,313 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5129 +[2025-02-23 20:12:33,366 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5076 +[2025-02-23 20:12:33,398 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6228 +[2025-02-23 20:12:33,448 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2001 +[2025-02-23 20:12:33,483 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.3143 +[2025-02-23 20:12:33,517 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3952 +[2025-02-23 20:12:33,555 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9507 +[2025-02-23 20:12:33,589 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5087 +[2025-02-23 20:12:33,616 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3556 +[2025-02-23 20:12:33,676 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5772 +[2025-02-23 20:12:33,721 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1847 +[2025-02-23 20:12:33,760 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0431 +[2025-02-23 20:12:33,787 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2261 +[2025-02-23 20:12:33,822 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2359 +[2025-02-23 20:12:33,873 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5429 +[2025-02-23 20:12:33,904 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4073 +[2025-02-23 20:12:33,949 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5515 +[2025-02-23 20:12:33,984 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5904 +[2025-02-23 20:12:34,013 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6754 +[2025-02-23 20:12:34,042 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.4423 +[2025-02-23 20:12:34,070 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6278 +[2025-02-23 20:12:34,096 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9127 +[2025-02-23 20:12:34,125 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.9090 +[2025-02-23 20:12:34,148 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4678 +[2025-02-23 20:12:34,179 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8147 +[2025-02-23 20:12:34,212 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0896 +[2025-02-23 20:12:34,248 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.4083 +[2025-02-23 20:12:34,277 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4846 +[2025-02-23 20:12:34,300 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5090 +[2025-02-23 20:12:34,336 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6491 +[2025-02-23 20:12:34,366 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5976 +[2025-02-23 20:12:34,388 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4780 +[2025-02-23 20:12:34,418 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4493 +[2025-02-23 20:12:34,450 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4543 +[2025-02-23 20:12:34,503 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0672 +[2025-02-23 20:12:34,527 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1809 +[2025-02-23 20:12:34,563 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5176 +[2025-02-23 20:12:34,597 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3664 +[2025-02-23 20:12:34,627 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7156 +[2025-02-23 20:12:34,654 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3426 +[2025-02-23 20:12:34,705 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8254 +[2025-02-23 20:12:34,744 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9123 +[2025-02-23 20:12:34,792 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3701 +[2025-02-23 20:12:34,836 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4833 +[2025-02-23 20:12:34,873 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7496 +[2025-02-23 20:12:34,918 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6318 +[2025-02-23 20:12:34,944 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.3710 +[2025-02-23 20:12:34,994 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.6371 +[2025-02-23 20:12:35,018 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6221 +[2025-02-23 20:12:36,204 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:12:36,205 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:12:36,205 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] wall : 0.8325 0.8919 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] floor : 0.9626 0.9806 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] cabinet : 0.5419 0.7893 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] bed : 0.7494 0.8468 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] chair : 0.8902 0.9357 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] sofa : 0.7847 0.8367 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] table : 0.6720 0.7415 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] door : 0.6284 0.7525 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] window : 0.5564 0.8529 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] bookshelf : 0.7612 0.8809 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] picture : 0.3263 0.5832 +[2025-02-23 20:12:36,205 INFO hook.py line 232 2996285] counter : 0.6529 0.8298 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] desk : 0.5019 0.9194 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] curtain : 0.6907 0.7527 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] refridgerator : 0.4436 0.4559 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] shower curtain : 0.7585 0.8438 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] toilet : 0.7516 0.9865 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] sink : 0.6263 0.7332 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] bathtub : 0.8795 0.9287 +[2025-02-23 20:12:36,206 INFO hook.py line 232 2996285] otherfurniture : 0.5448 0.6146 +[2025-02-23 20:12:36,206 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:12:36,206 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6778/0.8078/0.8809. +[2025-02-23 20:12:36,207 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:12:36,208 INFO misc.py line 164 2996285] Currently Best mIoU: 0.6966 +[2025-02-23 20:12:36,208 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:12:55,234 INFO hook.py line 109 2996285] Train: [24/100][50/300] Data 0.006 (0.003) Batch 0.270 (0.267) Remain 01:42:23 loss: 0.6242 Lr: 5.47477e-03 +[2025-02-23 20:13:08,044 INFO hook.py line 109 2996285] Train: [24/100][100/300] Data 0.004 (0.003) Batch 0.260 (0.261) Remain 01:40:07 loss: 0.5293 Lr: 5.46539e-03 +[2025-02-23 20:13:20,673 INFO hook.py line 109 2996285] Train: [24/100][150/300] Data 0.002 (0.004) Batch 0.271 (0.258) Remain 01:38:47 loss: 0.7693 Lr: 5.45593e-03 +[2025-02-23 20:13:33,513 INFO hook.py line 109 2996285] Train: [24/100][200/300] Data 0.003 (0.003) Batch 0.279 (0.258) Remain 01:38:25 loss: 0.4082 Lr: 5.44640e-03 +[2025-02-23 20:13:46,093 INFO hook.py line 109 2996285] Train: [24/100][250/300] Data 0.004 (0.003) Batch 0.233 (0.257) Remain 01:37:43 loss: 0.5713 Lr: 5.43679e-03 +[2025-02-23 20:13:57,011 INFO hook.py line 109 2996285] Train: [24/100][300/300] Data 0.001 (0.003) Batch 0.196 (0.250) Remain 01:35:04 loss: 0.5814 Lr: 5.42711e-03 +[2025-02-23 20:13:57,012 INFO misc.py line 135 2996285] Train result: loss: 0.5891 +[2025-02-23 20:13:57,078 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:14:10,546 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1181 +[2025-02-23 20:14:10,614 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5328 +[2025-02-23 20:14:11,017 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2079 +[2025-02-23 20:14:11,168 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4521 +[2025-02-23 20:14:11,198 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3324 +[2025-02-23 20:14:11,628 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5674 +[2025-02-23 20:14:11,674 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3743 +[2025-02-23 20:14:11,708 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6007 +[2025-02-23 20:14:11,751 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9732 +[2025-02-23 20:14:11,790 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4880 +[2025-02-23 20:14:11,833 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2742 +[2025-02-23 20:14:11,862 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8197 +[2025-02-23 20:14:11,913 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6770 +[2025-02-23 20:14:11,947 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5546 +[2025-02-23 20:14:11,985 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1414 +[2025-02-23 20:14:12,027 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0879 +[2025-02-23 20:14:12,062 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5147 +[2025-02-23 20:14:12,093 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6330 +[2025-02-23 20:14:12,134 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2118 +[2025-02-23 20:14:12,164 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.7192 +[2025-02-23 20:14:12,196 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3101 +[2025-02-23 20:14:12,232 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2019 +[2025-02-23 20:14:12,258 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8149 +[2025-02-23 20:14:12,298 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7609 +[2025-02-23 20:14:12,335 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1147 +[2025-02-23 20:14:12,373 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4178 +[2025-02-23 20:14:12,419 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4058 +[2025-02-23 20:14:12,450 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3205 +[2025-02-23 20:14:12,478 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3447 +[2025-02-23 20:14:12,537 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4334 +[2025-02-23 20:14:12,590 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4328 +[2025-02-23 20:14:12,626 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4654 +[2025-02-23 20:14:12,676 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1432 +[2025-02-23 20:14:12,711 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8587 +[2025-02-23 20:14:12,745 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2725 +[2025-02-23 20:14:12,783 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8968 +[2025-02-23 20:14:12,817 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3339 +[2025-02-23 20:14:12,843 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3146 +[2025-02-23 20:14:12,898 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6416 +[2025-02-23 20:14:12,943 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.7584 +[2025-02-23 20:14:12,982 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8181 +[2025-02-23 20:14:13,008 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1797 +[2025-02-23 20:14:13,040 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1614 +[2025-02-23 20:14:13,093 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5645 +[2025-02-23 20:14:13,123 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4925 +[2025-02-23 20:14:13,167 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4900 +[2025-02-23 20:14:13,202 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8413 +[2025-02-23 20:14:13,231 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3046 +[2025-02-23 20:14:13,260 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5574 +[2025-02-23 20:14:13,288 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5736 +[2025-02-23 20:14:13,313 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9395 +[2025-02-23 20:14:13,343 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7547 +[2025-02-23 20:14:13,365 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2197 +[2025-02-23 20:14:13,396 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2237 +[2025-02-23 20:14:13,430 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0493 +[2025-02-23 20:14:13,466 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1879 +[2025-02-23 20:14:13,494 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6826 +[2025-02-23 20:14:13,517 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5239 +[2025-02-23 20:14:13,551 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6376 +[2025-02-23 20:14:13,581 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6869 +[2025-02-23 20:14:13,601 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5087 +[2025-02-23 20:14:13,631 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.3851 +[2025-02-23 20:14:13,664 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2101 +[2025-02-23 20:14:13,717 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8897 +[2025-02-23 20:14:13,741 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.2367 +[2025-02-23 20:14:13,778 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5112 +[2025-02-23 20:14:13,812 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5351 +[2025-02-23 20:14:13,841 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5216 +[2025-02-23 20:14:13,867 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3608 +[2025-02-23 20:14:13,917 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0710 +[2025-02-23 20:14:13,957 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8798 +[2025-02-23 20:14:14,004 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5496 +[2025-02-23 20:14:14,048 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3152 +[2025-02-23 20:14:14,086 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0364 +[2025-02-23 20:14:14,131 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6647 +[2025-02-23 20:14:14,156 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4766 +[2025-02-23 20:14:14,206 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3085 +[2025-02-23 20:14:14,230 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4330 +[2025-02-23 20:14:15,356 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:14:15,356 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:14:15,356 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] wall : 0.8318 0.9147 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] floor : 0.9629 0.9841 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] cabinet : 0.6084 0.7289 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] bed : 0.8012 0.8502 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] chair : 0.8880 0.9280 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] sofa : 0.8172 0.8979 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] table : 0.6904 0.7646 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] door : 0.6156 0.7381 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] window : 0.5191 0.8493 +[2025-02-23 20:14:15,356 INFO hook.py line 232 2996285] bookshelf : 0.8247 0.9234 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] picture : 0.3570 0.5095 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] counter : 0.6567 0.8060 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] desk : 0.6398 0.8520 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] curtain : 0.6640 0.7151 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] refridgerator : 0.5629 0.6030 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] shower curtain : 0.6082 0.6493 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] toilet : 0.9526 0.9766 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] sink : 0.6502 0.7171 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] bathtub : 0.8902 0.9118 +[2025-02-23 20:14:15,357 INFO hook.py line 232 2996285] otherfurniture : 0.5465 0.6766 +[2025-02-23 20:14:15,357 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:14:15,357 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7044/0.7998/0.8888. +[2025-02-23 20:14:15,357 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:14:15,359 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7044 +[2025-02-23 20:14:15,360 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:14:15,360 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:14:34,772 INFO hook.py line 109 2996285] Train: [25/100][50/300] Data 0.004 (0.003) Batch 0.250 (0.247) Remain 01:33:49 loss: 0.6950 Lr: 5.41735e-03 +[2025-02-23 20:14:47,541 INFO hook.py line 109 2996285] Train: [25/100][100/300] Data 0.002 (0.003) Batch 0.253 (0.252) Remain 01:35:09 loss: 0.9239 Lr: 5.40753e-03 +[2025-02-23 20:15:00,205 INFO hook.py line 109 2996285] Train: [25/100][150/300] Data 0.003 (0.003) Batch 0.260 (0.252) Remain 01:35:10 loss: 0.5602 Lr: 5.39762e-03 +[2025-02-23 20:15:13,644 INFO hook.py line 109 2996285] Train: [25/100][200/300] Data 0.003 (0.003) Batch 0.506 (0.256) Remain 01:36:33 loss: 0.3031 Lr: 5.38765e-03 +[2025-02-23 20:15:26,360 INFO hook.py line 109 2996285] Train: [25/100][250/300] Data 0.003 (0.003) Batch 0.245 (0.256) Remain 01:36:11 loss: 0.6043 Lr: 5.37760e-03 +[2025-02-23 20:15:37,353 INFO hook.py line 109 2996285] Train: [25/100][300/300] Data 0.001 (0.003) Batch 0.180 (0.250) Remain 01:33:42 loss: 0.6414 Lr: 5.36748e-03 +[2025-02-23 20:15:37,354 INFO misc.py line 135 2996285] Train result: loss: 0.5934 +[2025-02-23 20:15:37,422 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:15:51,028 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1357 +[2025-02-23 20:15:51,613 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6639 +[2025-02-23 20:15:51,655 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2701 +[2025-02-23 20:15:51,709 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5295 +[2025-02-23 20:15:51,961 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3556 +[2025-02-23 20:15:52,011 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2534 +[2025-02-23 20:15:52,057 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4044 +[2025-02-23 20:15:52,089 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6374 +[2025-02-23 20:15:52,138 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0812 +[2025-02-23 20:15:52,170 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4316 +[2025-02-23 20:15:52,214 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2409 +[2025-02-23 20:15:52,251 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8091 +[2025-02-23 20:15:52,691 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.7427 +[2025-02-23 20:15:52,729 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7082 +[2025-02-23 20:15:52,764 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.7139 +[2025-02-23 20:15:52,805 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1962 +[2025-02-23 20:15:52,843 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5363 +[2025-02-23 20:15:52,872 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.9280 +[2025-02-23 20:15:52,916 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7818 +[2025-02-23 20:15:52,950 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0400 +[2025-02-23 20:15:52,983 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3728 +[2025-02-23 20:15:53,019 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1655 +[2025-02-23 20:15:53,045 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7222 +[2025-02-23 20:15:53,087 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6130 +[2025-02-23 20:15:53,124 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7646 +[2025-02-23 20:15:53,161 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5366 +[2025-02-23 20:15:53,207 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8944 +[2025-02-23 20:15:53,238 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3614 +[2025-02-23 20:15:53,264 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3171 +[2025-02-23 20:15:53,314 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4151 +[2025-02-23 20:15:53,374 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2874 +[2025-02-23 20:15:53,409 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4289 +[2025-02-23 20:15:53,458 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1299 +[2025-02-23 20:15:53,493 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.5319 +[2025-02-23 20:15:53,528 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3302 +[2025-02-23 20:15:53,571 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7196 +[2025-02-23 20:15:53,604 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5590 +[2025-02-23 20:15:53,630 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2771 +[2025-02-23 20:15:53,686 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5798 +[2025-02-23 20:15:53,727 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5327 +[2025-02-23 20:15:53,772 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9459 +[2025-02-23 20:15:53,797 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2254 +[2025-02-23 20:15:53,832 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1706 +[2025-02-23 20:15:53,884 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6236 +[2025-02-23 20:15:53,914 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4765 +[2025-02-23 20:15:53,958 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6090 +[2025-02-23 20:15:53,992 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.7767 +[2025-02-23 20:15:54,022 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3618 +[2025-02-23 20:15:54,050 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8218 +[2025-02-23 20:15:54,078 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8582 +[2025-02-23 20:15:54,103 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0192 +[2025-02-23 20:15:54,133 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7984 +[2025-02-23 20:15:54,154 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3301 +[2025-02-23 20:15:54,185 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6164 +[2025-02-23 20:15:54,218 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0724 +[2025-02-23 20:15:54,254 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2162 +[2025-02-23 20:15:54,283 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3879 +[2025-02-23 20:15:54,307 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4993 +[2025-02-23 20:15:54,342 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6167 +[2025-02-23 20:15:54,371 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7619 +[2025-02-23 20:15:54,393 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6251 +[2025-02-23 20:15:54,422 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4987 +[2025-02-23 20:15:54,454 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1257 +[2025-02-23 20:15:54,508 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0354 +[2025-02-23 20:15:54,533 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1118 +[2025-02-23 20:15:54,569 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4250 +[2025-02-23 20:15:54,605 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2536 +[2025-02-23 20:15:54,634 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7985 +[2025-02-23 20:15:54,661 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3220 +[2025-02-23 20:15:54,712 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8404 +[2025-02-23 20:15:54,751 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9221 +[2025-02-23 20:15:54,798 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5989 +[2025-02-23 20:15:54,842 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2965 +[2025-02-23 20:15:54,880 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6274 +[2025-02-23 20:15:54,925 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4765 +[2025-02-23 20:15:54,950 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5701 +[2025-02-23 20:15:55,000 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4803 +[2025-02-23 20:15:55,025 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5380 +[2025-02-23 20:15:56,165 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:15:56,165 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:15:56,165 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] wall : 0.8332 0.8919 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] floor : 0.9633 0.9831 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] cabinet : 0.5948 0.7338 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] bed : 0.7632 0.8227 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] chair : 0.8856 0.9258 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] sofa : 0.8115 0.9169 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] table : 0.6877 0.8102 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] door : 0.6541 0.7692 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] window : 0.5259 0.8353 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] bookshelf : 0.7517 0.9069 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] picture : 0.3297 0.4530 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] counter : 0.6047 0.6589 +[2025-02-23 20:15:56,165 INFO hook.py line 232 2996285] desk : 0.5979 0.8528 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] curtain : 0.6584 0.8173 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] refridgerator : 0.4617 0.7574 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] shower curtain : 0.5861 0.6459 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] toilet : 0.8993 0.9707 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] sink : 0.6651 0.7568 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] bathtub : 0.8679 0.9420 +[2025-02-23 20:15:56,166 INFO hook.py line 232 2996285] otherfurniture : 0.5181 0.6538 +[2025-02-23 20:15:56,166 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:15:56,166 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6830/0.8052/0.8843. +[2025-02-23 20:15:56,166 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:15:56,172 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:15:56,172 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:16:14,981 INFO hook.py line 109 2996285] Train: [26/100][50/300] Data 0.003 (0.004) Batch 0.267 (0.266) Remain 01:39:27 loss: 0.5623 Lr: 5.35729e-03 +[2025-02-23 20:16:27,641 INFO hook.py line 109 2996285] Train: [26/100][100/300] Data 0.003 (0.003) Batch 0.266 (0.259) Remain 01:36:48 loss: 0.7009 Lr: 5.34703e-03 +[2025-02-23 20:16:40,376 INFO hook.py line 109 2996285] Train: [26/100][150/300] Data 0.004 (0.004) Batch 0.266 (0.258) Remain 01:36:00 loss: 0.6382 Lr: 5.33670e-03 +[2025-02-23 20:16:52,934 INFO hook.py line 109 2996285] Train: [26/100][200/300] Data 0.003 (0.003) Batch 0.238 (0.256) Remain 01:35:10 loss: 0.4208 Lr: 5.32629e-03 +[2025-02-23 20:17:05,858 INFO hook.py line 109 2996285] Train: [26/100][250/300] Data 0.004 (0.003) Batch 0.269 (0.257) Remain 01:35:08 loss: 0.6060 Lr: 5.31582e-03 +[2025-02-23 20:17:16,858 INFO hook.py line 109 2996285] Train: [26/100][300/300] Data 0.001 (0.003) Batch 0.192 (0.250) Remain 01:32:39 loss: 0.8075 Lr: 5.30527e-03 +[2025-02-23 20:17:16,859 INFO misc.py line 135 2996285] Train result: loss: 0.5748 +[2025-02-23 20:17:16,942 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:17:30,656 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1142 +[2025-02-23 20:17:30,713 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3522 +[2025-02-23 20:17:30,753 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2095 +[2025-02-23 20:17:30,803 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4962 +[2025-02-23 20:17:30,838 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2110 +[2025-02-23 20:17:30,894 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6782 +[2025-02-23 20:17:30,941 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5209 +[2025-02-23 20:17:30,971 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2574 +[2025-02-23 20:17:31,267 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8588 +[2025-02-23 20:17:31,307 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3936 +[2025-02-23 20:17:31,358 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3333 +[2025-02-23 20:17:31,387 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0006 +[2025-02-23 20:17:31,432 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1391 +[2025-02-23 20:17:31,470 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7895 +[2025-02-23 20:17:31,857 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4716 +[2025-02-23 20:17:31,899 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0725 +[2025-02-23 20:17:31,934 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4309 +[2025-02-23 20:17:31,967 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7202 +[2025-02-23 20:17:32,012 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.7251 +[2025-02-23 20:17:32,042 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9573 +[2025-02-23 20:17:32,073 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3139 +[2025-02-23 20:17:32,112 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1954 +[2025-02-23 20:17:32,146 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9478 +[2025-02-23 20:17:32,185 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8885 +[2025-02-23 20:17:32,222 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.0350 +[2025-02-23 20:17:32,259 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3679 +[2025-02-23 20:17:32,306 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.6551 +[2025-02-23 20:17:32,342 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4288 +[2025-02-23 20:17:32,376 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3390 +[2025-02-23 20:17:32,429 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3338 +[2025-02-23 20:17:32,482 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3525 +[2025-02-23 20:17:32,512 INFO hook.py line 289 2996285] Test: [32/78] Loss 1.3921 +[2025-02-23 20:17:32,562 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2662 +[2025-02-23 20:17:32,597 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9466 +[2025-02-23 20:17:32,632 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2552 +[2025-02-23 20:17:32,667 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9376 +[2025-02-23 20:17:32,704 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3466 +[2025-02-23 20:17:32,741 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3242 +[2025-02-23 20:17:32,797 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5782 +[2025-02-23 20:17:32,841 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5079 +[2025-02-23 20:17:32,880 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9473 +[2025-02-23 20:17:32,909 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2441 +[2025-02-23 20:17:32,948 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1656 +[2025-02-23 20:17:32,998 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4911 +[2025-02-23 20:17:33,036 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4950 +[2025-02-23 20:17:33,085 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6487 +[2025-02-23 20:17:33,125 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1938 +[2025-02-23 20:17:33,154 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3965 +[2025-02-23 20:17:33,182 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6468 +[2025-02-23 20:17:33,210 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8006 +[2025-02-23 20:17:33,235 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6638 +[2025-02-23 20:17:33,266 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.6347 +[2025-02-23 20:17:33,290 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2659 +[2025-02-23 20:17:33,321 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0246 +[2025-02-23 20:17:33,354 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0814 +[2025-02-23 20:17:33,391 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.4574 +[2025-02-23 20:17:33,420 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6045 +[2025-02-23 20:17:33,444 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4618 +[2025-02-23 20:17:33,479 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6864 +[2025-02-23 20:17:33,508 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7612 +[2025-02-23 20:17:33,529 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7346 +[2025-02-23 20:17:33,560 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4744 +[2025-02-23 20:17:33,592 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.7616 +[2025-02-23 20:17:33,646 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.9496 +[2025-02-23 20:17:33,670 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.5666 +[2025-02-23 20:17:33,707 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4901 +[2025-02-23 20:17:33,743 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2622 +[2025-02-23 20:17:33,771 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8127 +[2025-02-23 20:17:33,797 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3837 +[2025-02-23 20:17:33,848 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8465 +[2025-02-23 20:17:33,887 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0657 +[2025-02-23 20:17:33,935 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4438 +[2025-02-23 20:17:33,979 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2042 +[2025-02-23 20:17:34,017 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6594 +[2025-02-23 20:17:34,062 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3558 +[2025-02-23 20:17:34,087 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7494 +[2025-02-23 20:17:34,137 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.8648 +[2025-02-23 20:17:34,159 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4317 +[2025-02-23 20:17:35,408 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:17:35,408 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:17:35,408 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:17:35,408 INFO hook.py line 232 2996285] wall : 0.8308 0.9014 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] floor : 0.9632 0.9864 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] cabinet : 0.5299 0.7713 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] bed : 0.6320 0.6447 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] chair : 0.8966 0.9398 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] sofa : 0.8104 0.8759 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] table : 0.6679 0.8335 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] door : 0.6198 0.7175 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] window : 0.5303 0.8532 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] bookshelf : 0.6144 0.7466 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] picture : 0.3638 0.4903 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] counter : 0.5837 0.8190 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] desk : 0.5922 0.7399 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] curtain : 0.5838 0.8123 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] refridgerator : 0.5291 0.5670 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] shower curtain : 0.5980 0.6847 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] toilet : 0.9066 0.9475 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] sink : 0.6732 0.7746 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] bathtub : 0.8884 0.9021 +[2025-02-23 20:17:35,409 INFO hook.py line 232 2996285] otherfurniture : 0.4984 0.5925 +[2025-02-23 20:17:35,409 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:17:35,409 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6656/0.7800/0.8752. +[2025-02-23 20:17:35,409 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:17:35,411 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:17:35,412 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:17:54,450 INFO hook.py line 109 2996285] Train: [27/100][50/300] Data 0.004 (0.004) Batch 0.264 (0.258) Remain 01:35:20 loss: 0.4905 Lr: 5.29466e-03 +[2025-02-23 20:18:07,316 INFO hook.py line 109 2996285] Train: [27/100][100/300] Data 0.003 (0.003) Batch 0.247 (0.258) Remain 01:34:56 loss: 0.6919 Lr: 5.28397e-03 +[2025-02-23 20:18:20,514 INFO hook.py line 109 2996285] Train: [27/100][150/300] Data 0.003 (0.003) Batch 0.267 (0.260) Remain 01:35:30 loss: 0.3732 Lr: 5.27322e-03 +[2025-02-23 20:18:33,033 INFO hook.py line 109 2996285] Train: [27/100][200/300] Data 0.004 (0.003) Batch 0.269 (0.257) Remain 01:34:24 loss: 0.3289 Lr: 5.26239e-03 +[2025-02-23 20:18:45,585 INFO hook.py line 109 2996285] Train: [27/100][250/300] Data 0.004 (0.003) Batch 0.289 (0.256) Remain 01:33:42 loss: 0.6322 Lr: 5.25150e-03 +[2025-02-23 20:18:56,737 INFO hook.py line 109 2996285] Train: [27/100][300/300] Data 0.001 (0.003) Batch 0.192 (0.251) Remain 01:31:27 loss: 0.4304 Lr: 5.24054e-03 +[2025-02-23 20:18:56,737 INFO misc.py line 135 2996285] Train result: loss: 0.5669 +[2025-02-23 20:18:56,809 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:19:10,605 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1188 +[2025-02-23 20:19:10,662 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5092 +[2025-02-23 20:19:10,710 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2315 +[2025-02-23 20:19:10,772 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4551 +[2025-02-23 20:19:10,814 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2375 +[2025-02-23 20:19:10,870 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2563 +[2025-02-23 20:19:10,925 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4904 +[2025-02-23 20:19:10,968 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2972 +[2025-02-23 20:19:11,083 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9354 +[2025-02-23 20:19:11,116 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5661 +[2025-02-23 20:19:11,168 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4171 +[2025-02-23 20:19:11,205 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8408 +[2025-02-23 20:19:11,256 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0042 +[2025-02-23 20:19:11,291 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1294 +[2025-02-23 20:19:11,326 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2863 +[2025-02-23 20:19:11,367 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2117 +[2025-02-23 20:19:11,406 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4614 +[2025-02-23 20:19:11,438 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6426 +[2025-02-23 20:19:11,485 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0376 +[2025-02-23 20:19:11,516 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0537 +[2025-02-23 20:19:11,551 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2671 +[2025-02-23 20:19:11,587 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1889 +[2025-02-23 20:19:11,612 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9502 +[2025-02-23 20:19:11,656 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7601 +[2025-02-23 20:19:11,694 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8148 +[2025-02-23 20:19:11,731 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5626 +[2025-02-23 20:19:11,778 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3049 +[2025-02-23 20:19:11,809 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2803 +[2025-02-23 20:19:11,844 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2295 +[2025-02-23 20:19:11,894 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.7888 +[2025-02-23 20:19:11,947 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.6398 +[2025-02-23 20:19:11,986 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4654 +[2025-02-23 20:19:12,035 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1661 +[2025-02-23 20:19:12,071 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0406 +[2025-02-23 20:19:12,105 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2455 +[2025-02-23 20:19:12,147 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8474 +[2025-02-23 20:19:12,196 INFO hook.py line 289 2996285] Test: [37/78] Loss 1.0331 +[2025-02-23 20:19:12,224 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2266 +[2025-02-23 20:19:12,282 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3205 +[2025-02-23 20:19:12,324 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2470 +[2025-02-23 20:19:12,372 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8670 +[2025-02-23 20:19:12,404 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1686 +[2025-02-23 20:19:12,437 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.7199 +[2025-02-23 20:19:12,487 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4810 +[2025-02-23 20:19:12,525 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6667 +[2025-02-23 20:19:12,573 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4681 +[2025-02-23 20:19:12,607 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5906 +[2025-02-23 20:19:12,637 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4897 +[2025-02-23 20:19:12,666 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9548 +[2025-02-23 20:19:12,694 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9722 +[2025-02-23 20:19:12,719 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9005 +[2025-02-23 20:19:12,748 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.9340 +[2025-02-23 20:19:12,771 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3111 +[2025-02-23 20:19:12,802 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.3715 +[2025-02-23 20:19:12,836 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0782 +[2025-02-23 20:19:12,872 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2189 +[2025-02-23 20:19:12,901 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6005 +[2025-02-23 20:19:12,924 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5482 +[2025-02-23 20:19:12,959 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7151 +[2025-02-23 20:19:12,989 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4007 +[2025-02-23 20:19:13,010 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4686 +[2025-02-23 20:19:13,039 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5404 +[2025-02-23 20:19:13,070 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3997 +[2025-02-23 20:19:13,124 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2334 +[2025-02-23 20:19:13,148 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.5544 +[2025-02-23 20:19:13,184 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4510 +[2025-02-23 20:19:13,220 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4347 +[2025-02-23 20:19:13,249 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9135 +[2025-02-23 20:19:13,276 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4098 +[2025-02-23 20:19:13,326 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7318 +[2025-02-23 20:19:13,365 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.5017 +[2025-02-23 20:19:13,412 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2949 +[2025-02-23 20:19:13,456 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2929 +[2025-02-23 20:19:13,494 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.3667 +[2025-02-23 20:19:13,539 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3775 +[2025-02-23 20:19:13,565 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0395 +[2025-02-23 20:19:13,616 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3449 +[2025-02-23 20:19:13,639 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5230 +[2025-02-23 20:19:14,838 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:19:14,839 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:19:14,839 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:19:14,839 INFO hook.py line 232 2996285] wall : 0.8412 0.9420 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] floor : 0.9612 0.9790 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] cabinet : 0.6073 0.7545 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] bed : 0.8025 0.8754 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] chair : 0.8901 0.9341 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] sofa : 0.7920 0.9027 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] table : 0.6821 0.8234 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] door : 0.5914 0.7234 +[2025-02-23 20:19:14,840 INFO hook.py line 232 2996285] window : 0.5583 0.6566 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] bookshelf : 0.7869 0.8595 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] picture : 0.3481 0.4286 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] counter : 0.6308 0.8500 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] desk : 0.5959 0.7403 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] curtain : 0.6469 0.7046 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] refridgerator : 0.5843 0.7034 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] shower curtain : 0.3774 0.3975 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] toilet : 0.8541 0.8744 +[2025-02-23 20:19:14,841 INFO hook.py line 232 2996285] sink : 0.6650 0.7537 +[2025-02-23 20:19:14,842 INFO hook.py line 232 2996285] bathtub : 0.7930 0.8102 +[2025-02-23 20:19:14,842 INFO hook.py line 232 2996285] otherfurniture : 0.5232 0.6837 +[2025-02-23 20:19:14,842 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:19:14,842 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6766/0.7698/0.8886. +[2025-02-23 20:19:14,843 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:19:14,856 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:19:14,856 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:19:33,463 INFO hook.py line 109 2996285] Train: [28/100][50/300] Data 0.002 (0.004) Batch 0.271 (0.259) Remain 01:34:20 loss: 0.3918 Lr: 5.22951e-03 +[2025-02-23 20:19:46,095 INFO hook.py line 109 2996285] Train: [28/100][100/300] Data 0.003 (0.004) Batch 0.254 (0.256) Remain 01:32:55 loss: 0.5865 Lr: 5.21841e-03 +[2025-02-23 20:19:58,732 INFO hook.py line 109 2996285] Train: [28/100][150/300] Data 0.003 (0.004) Batch 0.246 (0.255) Remain 01:32:20 loss: 0.5044 Lr: 5.20725e-03 +[2025-02-23 20:20:11,377 INFO hook.py line 109 2996285] Train: [28/100][200/300] Data 0.004 (0.004) Batch 0.236 (0.254) Remain 01:31:57 loss: 0.7006 Lr: 5.19602e-03 +[2025-02-23 20:20:23,915 INFO hook.py line 109 2996285] Train: [28/100][250/300] Data 0.003 (0.004) Batch 0.234 (0.254) Remain 01:31:29 loss: 0.7384 Lr: 5.18472e-03 +[2025-02-23 20:20:34,997 INFO hook.py line 109 2996285] Train: [28/100][300/300] Data 0.001 (0.003) Batch 0.190 (0.248) Remain 01:29:20 loss: 0.5491 Lr: 5.17336e-03 +[2025-02-23 20:20:34,998 INFO misc.py line 135 2996285] Train result: loss: 0.5578 +[2025-02-23 20:20:35,066 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:20:48,490 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0983 +[2025-02-23 20:20:48,547 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6781 +[2025-02-23 20:20:48,591 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3085 +[2025-02-23 20:20:49,191 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5520 +[2025-02-23 20:20:49,228 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.5174 +[2025-02-23 20:20:49,286 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2228 +[2025-02-23 20:20:49,332 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3919 +[2025-02-23 20:20:49,365 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2785 +[2025-02-23 20:20:49,405 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9316 +[2025-02-23 20:20:49,442 INFO hook.py line 289 2996285] Test: [10/78] Loss 1.1402 +[2025-02-23 20:20:49,484 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5182 +[2025-02-23 20:20:49,520 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7867 +[2025-02-23 20:20:49,565 INFO hook.py line 289 2996285] Test: [13/78] Loss 2.0581 +[2025-02-23 20:20:49,602 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1437 +[2025-02-23 20:20:49,637 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0992 +[2025-02-23 20:20:49,678 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2289 +[2025-02-23 20:20:49,714 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6640 +[2025-02-23 20:20:49,744 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5554 +[2025-02-23 20:20:49,786 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7733 +[2025-02-23 20:20:49,818 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9698 +[2025-02-23 20:20:49,849 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2762 +[2025-02-23 20:20:49,894 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4718 +[2025-02-23 20:20:49,923 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8836 +[2025-02-23 20:20:49,963 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.5963 +[2025-02-23 20:20:50,001 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9066 +[2025-02-23 20:20:50,046 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4444 +[2025-02-23 20:20:50,094 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2666 +[2025-02-23 20:20:50,125 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3954 +[2025-02-23 20:20:50,159 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2405 +[2025-02-23 20:20:50,210 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5567 +[2025-02-23 20:20:50,263 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5306 +[2025-02-23 20:20:50,294 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5223 +[2025-02-23 20:20:50,343 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1576 +[2025-02-23 20:20:50,378 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.2082 +[2025-02-23 20:20:50,412 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4164 +[2025-02-23 20:20:50,449 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9113 +[2025-02-23 20:20:50,482 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5030 +[2025-02-23 20:20:50,519 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1666 +[2025-02-23 20:20:50,579 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7227 +[2025-02-23 20:20:50,621 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.6749 +[2025-02-23 20:20:50,670 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9250 +[2025-02-23 20:20:50,709 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1115 +[2025-02-23 20:20:50,743 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1241 +[2025-02-23 20:20:50,792 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4170 +[2025-02-23 20:20:50,825 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5163 +[2025-02-23 20:20:50,869 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5382 +[2025-02-23 20:20:50,904 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5672 +[2025-02-23 20:20:50,934 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6239 +[2025-02-23 20:20:50,963 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1007 +[2025-02-23 20:20:50,991 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9243 +[2025-02-23 20:20:51,016 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9138 +[2025-02-23 20:20:51,047 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6102 +[2025-02-23 20:20:51,068 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5539 +[2025-02-23 20:20:51,099 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0990 +[2025-02-23 20:20:51,131 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0459 +[2025-02-23 20:20:51,168 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1755 +[2025-02-23 20:20:51,196 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4063 +[2025-02-23 20:20:51,221 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3933 +[2025-02-23 20:20:51,257 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6459 +[2025-02-23 20:20:51,287 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4433 +[2025-02-23 20:20:51,308 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6229 +[2025-02-23 20:20:51,338 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4230 +[2025-02-23 20:20:51,372 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6609 +[2025-02-23 20:20:51,425 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2675 +[2025-02-23 20:20:51,449 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0487 +[2025-02-23 20:20:51,485 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4438 +[2025-02-23 20:20:51,519 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3437 +[2025-02-23 20:20:51,550 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7965 +[2025-02-23 20:20:51,577 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3625 +[2025-02-23 20:20:51,628 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9313 +[2025-02-23 20:20:51,667 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0531 +[2025-02-23 20:20:51,715 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3306 +[2025-02-23 20:20:51,758 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3186 +[2025-02-23 20:20:51,795 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8558 +[2025-02-23 20:20:51,840 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5196 +[2025-02-23 20:20:51,866 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.1319 +[2025-02-23 20:20:51,917 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3929 +[2025-02-23 20:20:51,941 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7358 +[2025-02-23 20:20:53,104 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:20:53,104 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:20:53,104 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] wall : 0.8211 0.9609 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] floor : 0.9605 0.9832 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] cabinet : 0.6104 0.7556 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] bed : 0.7587 0.8636 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] chair : 0.8691 0.9121 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] sofa : 0.7667 0.9230 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] table : 0.6803 0.7517 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] door : 0.5653 0.6152 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] window : 0.4248 0.4540 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] bookshelf : 0.7953 0.8925 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] picture : 0.3490 0.4483 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] counter : 0.6393 0.7454 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] desk : 0.6425 0.8624 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] curtain : 0.6159 0.8831 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] refridgerator : 0.4195 0.4300 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] shower curtain : 0.5530 0.5999 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] toilet : 0.8986 0.9703 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] sink : 0.6462 0.7047 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] bathtub : 0.8914 0.9191 +[2025-02-23 20:20:53,104 INFO hook.py line 232 2996285] otherfurniture : 0.5383 0.6272 +[2025-02-23 20:20:53,104 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:20:53,104 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6723/0.7651/0.8824. +[2025-02-23 20:20:53,105 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:20:53,113 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:20:53,113 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:21:12,065 INFO hook.py line 109 2996285] Train: [29/100][50/300] Data 0.004 (0.004) Batch 0.275 (0.264) Remain 01:34:46 loss: 0.5360 Lr: 5.16193e-03 +[2025-02-23 20:21:25,032 INFO hook.py line 109 2996285] Train: [29/100][100/300] Data 0.005 (0.004) Batch 0.259 (0.262) Remain 01:33:42 loss: 0.6332 Lr: 5.15043e-03 +[2025-02-23 20:21:37,859 INFO hook.py line 109 2996285] Train: [29/100][150/300] Data 0.003 (0.003) Batch 0.239 (0.260) Remain 01:32:53 loss: 0.6109 Lr: 5.13887e-03 +[2025-02-23 20:21:50,369 INFO hook.py line 109 2996285] Train: [29/100][200/300] Data 0.003 (0.003) Batch 0.260 (0.257) Remain 01:31:47 loss: 0.7298 Lr: 5.12725e-03 +[2025-02-23 20:22:03,139 INFO hook.py line 109 2996285] Train: [29/100][250/300] Data 0.003 (0.003) Batch 0.260 (0.257) Remain 01:31:26 loss: 0.6821 Lr: 5.11555e-03 +[2025-02-23 20:22:14,151 INFO hook.py line 109 2996285] Train: [29/100][300/300] Data 0.001 (0.003) Batch 0.187 (0.251) Remain 01:29:02 loss: 0.7116 Lr: 5.10380e-03 +[2025-02-23 20:22:14,151 INFO misc.py line 135 2996285] Train result: loss: 0.5597 +[2025-02-23 20:22:14,245 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:22:28,052 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1141 +[2025-02-23 20:22:28,095 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3903 +[2025-02-23 20:22:28,135 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2578 +[2025-02-23 20:22:28,365 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4743 +[2025-02-23 20:22:28,403 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4033 +[2025-02-23 20:22:28,455 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4950 +[2025-02-23 20:22:28,502 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5255 +[2025-02-23 20:22:28,537 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3111 +[2025-02-23 20:22:28,579 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8339 +[2025-02-23 20:22:28,614 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4479 +[2025-02-23 20:22:28,656 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3907 +[2025-02-23 20:22:28,696 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9451 +[2025-02-23 20:22:28,746 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4465 +[2025-02-23 20:22:28,782 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5732 +[2025-02-23 20:22:28,817 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1542 +[2025-02-23 20:22:28,860 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.4390 +[2025-02-23 20:22:28,895 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5694 +[2025-02-23 20:22:28,934 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6347 +[2025-02-23 20:22:28,978 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.3024 +[2025-02-23 20:22:29,013 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8547 +[2025-02-23 20:22:29,045 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2693 +[2025-02-23 20:22:29,085 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1524 +[2025-02-23 20:22:29,118 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8695 +[2025-02-23 20:22:29,158 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.0330 +[2025-02-23 20:22:29,196 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1040 +[2025-02-23 20:22:29,236 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5399 +[2025-02-23 20:22:29,283 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8248 +[2025-02-23 20:22:29,319 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3721 +[2025-02-23 20:22:29,346 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2927 +[2025-02-23 20:22:29,397 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2616 +[2025-02-23 20:22:29,450 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.6015 +[2025-02-23 20:22:29,481 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4605 +[2025-02-23 20:22:29,531 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1604 +[2025-02-23 20:22:29,566 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9232 +[2025-02-23 20:22:29,604 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3005 +[2025-02-23 20:22:29,648 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8458 +[2025-02-23 20:22:29,685 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4024 +[2025-02-23 20:22:29,711 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4215 +[2025-02-23 20:22:29,767 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.1322 +[2025-02-23 20:22:29,810 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3836 +[2025-02-23 20:22:29,850 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8301 +[2025-02-23 20:22:29,882 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.3111 +[2025-02-23 20:22:29,921 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1413 +[2025-02-23 20:22:29,972 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4992 +[2025-02-23 20:22:30,014 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2968 +[2025-02-23 20:22:30,056 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6358 +[2025-02-23 20:22:30,089 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.7237 +[2025-02-23 20:22:30,119 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5109 +[2025-02-23 20:22:30,147 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8128 +[2025-02-23 20:22:30,176 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8768 +[2025-02-23 20:22:30,201 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9359 +[2025-02-23 20:22:30,231 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6826 +[2025-02-23 20:22:30,253 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3762 +[2025-02-23 20:22:30,284 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.4257 +[2025-02-23 20:22:30,316 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.1866 +[2025-02-23 20:22:30,353 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2529 +[2025-02-23 20:22:30,382 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6105 +[2025-02-23 20:22:30,405 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4269 +[2025-02-23 20:22:30,439 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.5868 +[2025-02-23 20:22:30,468 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3299 +[2025-02-23 20:22:30,490 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5597 +[2025-02-23 20:22:30,520 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4679 +[2025-02-23 20:22:30,553 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4634 +[2025-02-23 20:22:30,606 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9785 +[2025-02-23 20:22:30,631 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0232 +[2025-02-23 20:22:30,668 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5093 +[2025-02-23 20:22:30,702 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4675 +[2025-02-23 20:22:30,730 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7495 +[2025-02-23 20:22:30,756 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4554 +[2025-02-23 20:22:30,807 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.2242 +[2025-02-23 20:22:30,847 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6300 +[2025-02-23 20:22:30,894 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2597 +[2025-02-23 20:22:30,938 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4129 +[2025-02-23 20:22:30,976 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.4029 +[2025-02-23 20:22:31,021 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6214 +[2025-02-23 20:22:31,046 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4215 +[2025-02-23 20:22:31,096 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4599 +[2025-02-23 20:22:31,120 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8240 +[2025-02-23 20:22:32,260 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:22:32,260 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:22:32,260 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] wall : 0.8487 0.9256 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] floor : 0.9611 0.9767 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] cabinet : 0.5897 0.7081 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] bed : 0.7786 0.8438 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] chair : 0.8834 0.9362 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] sofa : 0.8078 0.8744 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] table : 0.6439 0.7710 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] door : 0.6467 0.8076 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] window : 0.5826 0.8182 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] bookshelf : 0.7682 0.9036 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] picture : 0.3659 0.4502 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] counter : 0.5926 0.6470 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] desk : 0.5921 0.6770 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] curtain : 0.6179 0.6471 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] refridgerator : 0.5044 0.5722 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] shower curtain : 0.6752 0.7381 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] toilet : 0.9201 0.9773 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] sink : 0.6428 0.7525 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] bathtub : 0.8755 0.9307 +[2025-02-23 20:22:32,261 INFO hook.py line 232 2996285] otherfurniture : 0.4912 0.7164 +[2025-02-23 20:22:32,261 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:22:32,261 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6894/0.7837/0.8872. +[2025-02-23 20:22:32,261 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:22:32,267 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:22:32,267 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:22:50,988 INFO hook.py line 109 2996285] Train: [30/100][50/300] Data 0.002 (0.004) Batch 0.266 (0.270) Remain 01:35:33 loss: 0.5170 Lr: 5.09198e-03 +[2025-02-23 20:23:03,494 INFO hook.py line 109 2996285] Train: [30/100][100/300] Data 0.005 (0.004) Batch 0.248 (0.260) Remain 01:31:45 loss: 0.5839 Lr: 5.08010e-03 +[2025-02-23 20:23:16,298 INFO hook.py line 109 2996285] Train: [30/100][150/300] Data 0.003 (0.004) Batch 0.268 (0.258) Remain 01:31:06 loss: 0.6129 Lr: 5.06815e-03 +[2025-02-23 20:23:28,903 INFO hook.py line 109 2996285] Train: [30/100][200/300] Data 0.003 (0.004) Batch 0.251 (0.257) Remain 01:30:19 loss: 0.3780 Lr: 5.05615e-03 +[2025-02-23 20:23:41,826 INFO hook.py line 109 2996285] Train: [30/100][250/300] Data 0.003 (0.004) Batch 0.260 (0.257) Remain 01:30:13 loss: 0.5223 Lr: 5.04407e-03 +[2025-02-23 20:23:52,771 INFO hook.py line 109 2996285] Train: [30/100][300/300] Data 0.001 (0.003) Batch 0.181 (0.251) Remain 01:27:45 loss: 0.6104 Lr: 5.03194e-03 +[2025-02-23 20:23:52,772 INFO misc.py line 135 2996285] Train result: loss: 0.5451 +[2025-02-23 20:23:52,846 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:24:05,700 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1227 +[2025-02-23 20:24:06,210 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5016 +[2025-02-23 20:24:06,321 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2233 +[2025-02-23 20:24:06,379 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4178 +[2025-02-23 20:24:06,838 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3286 +[2025-02-23 20:24:06,899 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4320 +[2025-02-23 20:24:06,946 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4843 +[2025-02-23 20:24:06,971 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.5117 +[2025-02-23 20:24:07,018 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0228 +[2025-02-23 20:24:07,054 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3271 +[2025-02-23 20:24:07,098 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4346 +[2025-02-23 20:24:07,194 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9756 +[2025-02-23 20:24:07,239 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.8515 +[2025-02-23 20:24:07,282 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9229 +[2025-02-23 20:24:07,324 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0492 +[2025-02-23 20:24:07,367 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1597 +[2025-02-23 20:24:07,403 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4697 +[2025-02-23 20:24:07,435 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5345 +[2025-02-23 20:24:07,472 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1685 +[2025-02-23 20:24:07,507 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9917 +[2025-02-23 20:24:07,547 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2639 +[2025-02-23 20:24:07,585 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2959 +[2025-02-23 20:24:07,625 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6112 +[2025-02-23 20:24:07,665 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8746 +[2025-02-23 20:24:07,708 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.0760 +[2025-02-23 20:24:07,745 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3680 +[2025-02-23 20:24:07,791 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1385 +[2025-02-23 20:24:07,823 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3664 +[2025-02-23 20:24:07,860 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3320 +[2025-02-23 20:24:07,910 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3078 +[2025-02-23 20:24:07,963 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4098 +[2025-02-23 20:24:07,997 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6542 +[2025-02-23 20:24:08,046 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1984 +[2025-02-23 20:24:08,081 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9750 +[2025-02-23 20:24:08,122 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3732 +[2025-02-23 20:24:08,166 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0372 +[2025-02-23 20:24:08,200 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4033 +[2025-02-23 20:24:08,228 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2245 +[2025-02-23 20:24:08,287 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6828 +[2025-02-23 20:24:08,329 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3944 +[2025-02-23 20:24:08,372 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8865 +[2025-02-23 20:24:08,397 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2054 +[2025-02-23 20:24:08,430 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1696 +[2025-02-23 20:24:08,480 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5768 +[2025-02-23 20:24:08,509 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6304 +[2025-02-23 20:24:08,553 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6319 +[2025-02-23 20:24:08,587 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.2688 +[2025-02-23 20:24:08,617 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2992 +[2025-02-23 20:24:08,645 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6780 +[2025-02-23 20:24:08,674 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8525 +[2025-02-23 20:24:08,698 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7911 +[2025-02-23 20:24:08,729 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7066 +[2025-02-23 20:24:08,750 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2256 +[2025-02-23 20:24:08,781 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2093 +[2025-02-23 20:24:08,814 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0564 +[2025-02-23 20:24:08,850 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1907 +[2025-02-23 20:24:08,879 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5105 +[2025-02-23 20:24:08,902 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4683 +[2025-02-23 20:24:08,937 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7565 +[2025-02-23 20:24:08,967 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4250 +[2025-02-23 20:24:08,988 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5503 +[2025-02-23 20:24:09,018 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4799 +[2025-02-23 20:24:09,050 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0725 +[2025-02-23 20:24:09,103 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9978 +[2025-02-23 20:24:09,127 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1439 +[2025-02-23 20:24:09,164 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4483 +[2025-02-23 20:24:09,199 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4295 +[2025-02-23 20:24:09,228 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7356 +[2025-02-23 20:24:09,254 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2923 +[2025-02-23 20:24:09,305 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0403 +[2025-02-23 20:24:09,344 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6115 +[2025-02-23 20:24:09,391 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4038 +[2025-02-23 20:24:09,435 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3510 +[2025-02-23 20:24:09,472 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9237 +[2025-02-23 20:24:09,517 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5066 +[2025-02-23 20:24:09,542 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7074 +[2025-02-23 20:24:09,592 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2966 +[2025-02-23 20:24:09,616 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7834 +[2025-02-23 20:24:10,685 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:24:10,685 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:24:10,686 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] wall : 0.8469 0.9405 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] floor : 0.9612 0.9838 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] cabinet : 0.5965 0.6868 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] bed : 0.8042 0.8377 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] chair : 0.8871 0.9275 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] sofa : 0.7731 0.9476 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] table : 0.7060 0.7818 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] door : 0.6112 0.6899 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] window : 0.5716 0.7490 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] bookshelf : 0.7778 0.9158 +[2025-02-23 20:24:10,686 INFO hook.py line 232 2996285] picture : 0.3464 0.4042 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] counter : 0.6251 0.7898 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] desk : 0.6386 0.7851 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] curtain : 0.6115 0.8526 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] refridgerator : 0.3742 0.3781 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] shower curtain : 0.6138 0.7935 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] toilet : 0.8965 0.9688 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] sink : 0.6506 0.7274 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] bathtub : 0.8715 0.9494 +[2025-02-23 20:24:10,687 INFO hook.py line 232 2996285] otherfurniture : 0.5304 0.6887 +[2025-02-23 20:24:10,687 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:24:10,687 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6847/0.7899/0.8910. +[2025-02-23 20:24:10,688 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:24:10,691 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:24:10,691 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:24:29,499 INFO hook.py line 109 2996285] Train: [31/100][50/300] Data 0.003 (0.004) Batch 0.232 (0.256) Remain 01:29:15 loss: 0.5911 Lr: 5.01975e-03 +[2025-02-23 20:24:42,700 INFO hook.py line 109 2996285] Train: [31/100][100/300] Data 0.003 (0.004) Batch 0.229 (0.260) Remain 01:30:33 loss: 0.4843 Lr: 5.00749e-03 +[2025-02-23 20:24:55,118 INFO hook.py line 109 2996285] Train: [31/100][150/300] Data 0.003 (0.003) Batch 0.237 (0.256) Remain 01:28:57 loss: 0.6443 Lr: 4.99517e-03 +[2025-02-23 20:25:07,803 INFO hook.py line 109 2996285] Train: [31/100][200/300] Data 0.004 (0.004) Batch 0.252 (0.255) Remain 01:28:32 loss: 0.5759 Lr: 4.98304e-03 +[2025-02-23 20:25:20,527 INFO hook.py line 109 2996285] Train: [31/100][250/300] Data 0.005 (0.004) Batch 0.256 (0.255) Remain 01:28:16 loss: 0.7084 Lr: 4.97061e-03 +[2025-02-23 20:25:31,712 INFO hook.py line 109 2996285] Train: [31/100][300/300] Data 0.001 (0.003) Batch 0.201 (0.250) Remain 01:26:13 loss: 0.5000 Lr: 4.95811e-03 +[2025-02-23 20:25:31,712 INFO misc.py line 135 2996285] Train result: loss: 0.5600 +[2025-02-23 20:25:31,807 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:25:45,339 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1040 +[2025-02-23 20:25:45,498 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4160 +[2025-02-23 20:25:45,549 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2308 +[2025-02-23 20:25:46,088 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4275 +[2025-02-23 20:25:46,139 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4894 +[2025-02-23 20:25:46,201 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5510 +[2025-02-23 20:25:46,246 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3923 +[2025-02-23 20:25:46,277 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.5018 +[2025-02-23 20:25:46,323 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9749 +[2025-02-23 20:25:46,362 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2931 +[2025-02-23 20:25:46,414 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2833 +[2025-02-23 20:25:46,454 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8225 +[2025-02-23 20:25:46,499 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.3849 +[2025-02-23 20:25:46,538 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9336 +[2025-02-23 20:25:46,574 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4522 +[2025-02-23 20:25:46,615 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0929 +[2025-02-23 20:25:46,651 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5221 +[2025-02-23 20:25:46,685 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5786 +[2025-02-23 20:25:46,723 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9631 +[2025-02-23 20:25:46,755 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0413 +[2025-02-23 20:25:46,788 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2297 +[2025-02-23 20:25:46,823 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3710 +[2025-02-23 20:25:46,850 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6987 +[2025-02-23 20:25:46,890 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8179 +[2025-02-23 20:25:46,928 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7880 +[2025-02-23 20:25:46,964 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3697 +[2025-02-23 20:25:47,014 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7154 +[2025-02-23 20:25:47,052 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.8163 +[2025-02-23 20:25:47,088 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2907 +[2025-02-23 20:25:47,142 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3150 +[2025-02-23 20:25:47,201 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3914 +[2025-02-23 20:25:47,237 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6395 +[2025-02-23 20:25:47,286 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1843 +[2025-02-23 20:25:47,320 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9934 +[2025-02-23 20:25:47,354 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4316 +[2025-02-23 20:25:47,387 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8588 +[2025-02-23 20:25:47,422 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3495 +[2025-02-23 20:25:47,450 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2310 +[2025-02-23 20:25:47,506 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5820 +[2025-02-23 20:25:47,548 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4305 +[2025-02-23 20:25:47,592 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8893 +[2025-02-23 20:25:47,617 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1565 +[2025-02-23 20:25:47,653 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1256 +[2025-02-23 20:25:47,712 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3394 +[2025-02-23 20:25:47,742 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5694 +[2025-02-23 20:25:47,783 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5747 +[2025-02-23 20:25:47,818 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8595 +[2025-02-23 20:25:47,847 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3658 +[2025-02-23 20:25:47,875 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6886 +[2025-02-23 20:25:47,902 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8917 +[2025-02-23 20:25:47,927 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0165 +[2025-02-23 20:25:47,956 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6674 +[2025-02-23 20:25:47,978 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2585 +[2025-02-23 20:25:48,009 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9251 +[2025-02-23 20:25:48,042 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0450 +[2025-02-23 20:25:48,079 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2136 +[2025-02-23 20:25:48,108 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7332 +[2025-02-23 20:25:48,132 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5241 +[2025-02-23 20:25:48,167 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7024 +[2025-02-23 20:25:48,197 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.9433 +[2025-02-23 20:25:48,217 INFO hook.py line 289 2996285] Test: [61/78] Loss 1.1419 +[2025-02-23 20:25:48,246 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5565 +[2025-02-23 20:25:48,278 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1608 +[2025-02-23 20:25:48,331 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2814 +[2025-02-23 20:25:48,357 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9779 +[2025-02-23 20:25:48,400 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6387 +[2025-02-23 20:25:48,436 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2986 +[2025-02-23 20:25:48,465 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7223 +[2025-02-23 20:25:48,491 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2741 +[2025-02-23 20:25:48,541 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1447 +[2025-02-23 20:25:48,580 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7483 +[2025-02-23 20:25:48,627 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5532 +[2025-02-23 20:25:48,672 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4379 +[2025-02-23 20:25:48,709 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8000 +[2025-02-23 20:25:48,754 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4400 +[2025-02-23 20:25:48,780 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5825 +[2025-02-23 20:25:48,830 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2257 +[2025-02-23 20:25:48,854 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.3775 +[2025-02-23 20:25:50,017 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:25:50,017 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:25:50,018 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] wall : 0.8298 0.9389 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] floor : 0.9630 0.9810 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] cabinet : 0.5885 0.7579 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] bed : 0.8124 0.8257 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] chair : 0.9006 0.9511 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] sofa : 0.8407 0.9086 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] table : 0.6948 0.7963 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] door : 0.6008 0.7288 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] window : 0.5952 0.8225 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] bookshelf : 0.7273 0.7832 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] picture : 0.3624 0.4793 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] counter : 0.6272 0.7866 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] desk : 0.5905 0.8064 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] curtain : 0.6903 0.8144 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] refridgerator : 0.4652 0.5059 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] shower curtain : 0.6139 0.7968 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] toilet : 0.9167 0.9387 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] sink : 0.6613 0.7668 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] bathtub : 0.8783 0.9204 +[2025-02-23 20:25:50,018 INFO hook.py line 232 2996285] otherfurniture : 0.4780 0.5214 +[2025-02-23 20:25:50,018 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:25:50,018 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6918/0.7915/0.8878. +[2025-02-23 20:25:50,018 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:25:50,022 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7044 +[2025-02-23 20:25:50,022 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:26:09,093 INFO hook.py line 109 2996285] Train: [32/100][50/300] Data 0.005 (0.004) Batch 0.278 (0.269) Remain 01:32:25 loss: 0.6214 Lr: 4.94556e-03 +[2025-02-23 20:26:21,856 INFO hook.py line 109 2996285] Train: [32/100][100/300] Data 0.003 (0.004) Batch 0.242 (0.262) Remain 01:29:51 loss: 0.4881 Lr: 4.93294e-03 +[2025-02-23 20:26:34,499 INFO hook.py line 109 2996285] Train: [32/100][150/300] Data 0.004 (0.004) Batch 0.258 (0.259) Remain 01:28:36 loss: 0.5436 Lr: 4.92027e-03 +[2025-02-23 20:26:47,140 INFO hook.py line 109 2996285] Train: [32/100][200/300] Data 0.002 (0.004) Batch 0.264 (0.257) Remain 01:27:52 loss: 0.5480 Lr: 4.90754e-03 +[2025-02-23 20:26:59,797 INFO hook.py line 109 2996285] Train: [32/100][250/300] Data 0.003 (0.004) Batch 0.232 (0.256) Remain 01:27:22 loss: 0.5834 Lr: 4.89475e-03 +[2025-02-23 20:27:10,969 INFO hook.py line 109 2996285] Train: [32/100][300/300] Data 0.001 (0.003) Batch 0.193 (0.251) Remain 01:25:17 loss: 0.6943 Lr: 4.88190e-03 +[2025-02-23 20:27:10,970 INFO misc.py line 135 2996285] Train result: loss: 0.5352 +[2025-02-23 20:27:11,039 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:27:24,401 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1011 +[2025-02-23 20:27:24,445 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5767 +[2025-02-23 20:27:24,484 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1850 +[2025-02-23 20:27:24,532 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4211 +[2025-02-23 20:27:24,565 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2810 +[2025-02-23 20:27:24,801 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6176 +[2025-02-23 20:27:25,093 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3836 +[2025-02-23 20:27:25,128 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3197 +[2025-02-23 20:27:25,168 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6445 +[2025-02-23 20:27:25,204 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5111 +[2025-02-23 20:27:25,334 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4008 +[2025-02-23 20:27:25,363 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8618 +[2025-02-23 20:27:25,872 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2386 +[2025-02-23 20:27:25,910 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7093 +[2025-02-23 20:27:25,945 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1661 +[2025-02-23 20:27:25,992 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2060 +[2025-02-23 20:27:26,026 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3801 +[2025-02-23 20:27:26,059 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4763 +[2025-02-23 20:27:26,096 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7823 +[2025-02-23 20:27:26,131 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2072 +[2025-02-23 20:27:26,162 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2737 +[2025-02-23 20:27:26,198 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1495 +[2025-02-23 20:27:26,231 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7974 +[2025-02-23 20:27:26,273 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6424 +[2025-02-23 20:27:26,312 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8362 +[2025-02-23 20:27:26,349 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.7609 +[2025-02-23 20:27:26,396 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0029 +[2025-02-23 20:27:26,426 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2974 +[2025-02-23 20:27:26,455 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2512 +[2025-02-23 20:27:26,516 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2838 +[2025-02-23 20:27:26,569 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3446 +[2025-02-23 20:27:26,600 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3482 +[2025-02-23 20:27:26,650 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1433 +[2025-02-23 20:27:26,684 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8818 +[2025-02-23 20:27:26,719 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.5595 +[2025-02-23 20:27:26,756 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8348 +[2025-02-23 20:27:26,793 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4096 +[2025-02-23 20:27:26,820 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2079 +[2025-02-23 20:27:26,877 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4837 +[2025-02-23 20:27:26,922 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4077 +[2025-02-23 20:27:26,962 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9756 +[2025-02-23 20:27:26,991 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1719 +[2025-02-23 20:27:27,025 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1275 +[2025-02-23 20:27:27,076 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4915 +[2025-02-23 20:27:27,103 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3221 +[2025-02-23 20:27:27,149 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6098 +[2025-02-23 20:27:27,184 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0537 +[2025-02-23 20:27:27,215 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3881 +[2025-02-23 20:27:27,243 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6556 +[2025-02-23 20:27:27,271 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5180 +[2025-02-23 20:27:27,297 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7108 +[2025-02-23 20:27:27,326 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6440 +[2025-02-23 20:27:27,348 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5300 +[2025-02-23 20:27:27,379 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8423 +[2025-02-23 20:27:27,411 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.1496 +[2025-02-23 20:27:27,447 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.4230 +[2025-02-23 20:27:27,476 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6533 +[2025-02-23 20:27:27,499 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3875 +[2025-02-23 20:27:27,534 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7479 +[2025-02-23 20:27:27,564 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5809 +[2025-02-23 20:27:27,585 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5298 +[2025-02-23 20:27:27,616 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6987 +[2025-02-23 20:27:27,647 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6506 +[2025-02-23 20:27:27,700 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0701 +[2025-02-23 20:27:27,724 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9546 +[2025-02-23 20:27:27,761 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4956 +[2025-02-23 20:27:27,796 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3182 +[2025-02-23 20:27:27,825 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.4719 +[2025-02-23 20:27:27,852 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3825 +[2025-02-23 20:27:27,902 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1618 +[2025-02-23 20:27:27,942 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8163 +[2025-02-23 20:27:27,989 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3845 +[2025-02-23 20:27:28,034 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3464 +[2025-02-23 20:27:28,070 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9254 +[2025-02-23 20:27:28,115 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6986 +[2025-02-23 20:27:28,140 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7508 +[2025-02-23 20:27:28,191 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.6116 +[2025-02-23 20:27:28,214 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4354 +[2025-02-23 20:27:29,930 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:27:29,931 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:27:29,931 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] wall : 0.8522 0.9175 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] floor : 0.9629 0.9826 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] cabinet : 0.6161 0.7564 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] bed : 0.8089 0.9027 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] chair : 0.8967 0.9346 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] sofa : 0.8308 0.9372 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] table : 0.7041 0.8089 +[2025-02-23 20:27:29,931 INFO hook.py line 232 2996285] door : 0.6191 0.8042 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] window : 0.6083 0.7815 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] bookshelf : 0.7573 0.9475 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] picture : 0.3549 0.4698 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] counter : 0.6537 0.7285 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] desk : 0.6180 0.7880 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] curtain : 0.7171 0.8148 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] refridgerator : 0.4622 0.4742 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] shower curtain : 0.5678 0.5986 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] toilet : 0.9444 0.9748 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] sink : 0.6742 0.7425 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] bathtub : 0.8918 0.9234 +[2025-02-23 20:27:29,932 INFO hook.py line 232 2996285] otherfurniture : 0.5580 0.6966 +[2025-02-23 20:27:29,932 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:27:29,932 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7049/0.7992/0.8960. +[2025-02-23 20:27:29,933 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:27:29,939 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7049 +[2025-02-23 20:27:29,940 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:27:29,940 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:27:48,935 INFO hook.py line 109 2996285] Train: [33/100][50/300] Data 0.004 (0.004) Batch 0.372 (0.266) Remain 01:30:15 loss: 0.6765 Lr: 4.86899e-03 +[2025-02-23 20:28:01,705 INFO hook.py line 109 2996285] Train: [33/100][100/300] Data 0.003 (0.004) Batch 0.251 (0.261) Remain 01:28:09 loss: 0.6434 Lr: 4.85603e-03 +[2025-02-23 20:28:14,427 INFO hook.py line 109 2996285] Train: [33/100][150/300] Data 0.005 (0.004) Batch 0.274 (0.258) Remain 01:27:14 loss: 0.4951 Lr: 4.84301e-03 +[2025-02-23 20:28:27,201 INFO hook.py line 109 2996285] Train: [33/100][200/300] Data 0.003 (0.004) Batch 0.275 (0.258) Remain 01:26:46 loss: 0.4219 Lr: 4.82994e-03 +[2025-02-23 20:28:39,815 INFO hook.py line 109 2996285] Train: [33/100][250/300] Data 0.004 (0.004) Batch 0.278 (0.257) Remain 01:26:10 loss: 0.8122 Lr: 4.81681e-03 +[2025-02-23 20:28:50,825 INFO hook.py line 109 2996285] Train: [33/100][300/300] Data 0.001 (0.003) Batch 0.201 (0.250) Remain 01:23:54 loss: 0.5062 Lr: 4.80363e-03 +[2025-02-23 20:28:50,825 INFO misc.py line 135 2996285] Train result: loss: 0.5290 +[2025-02-23 20:28:50,895 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:29:03,915 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1149 +[2025-02-23 20:29:04,713 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3693 +[2025-02-23 20:29:04,764 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2114 +[2025-02-23 20:29:04,826 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5178 +[2025-02-23 20:29:04,870 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.6738 +[2025-02-23 20:29:04,917 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8910 +[2025-02-23 20:29:04,973 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2747 +[2025-02-23 20:29:05,010 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2259 +[2025-02-23 20:29:05,054 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6721 +[2025-02-23 20:29:05,092 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4809 +[2025-02-23 20:29:05,135 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4075 +[2025-02-23 20:29:05,170 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9658 +[2025-02-23 20:29:05,326 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2483 +[2025-02-23 20:29:05,363 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0944 +[2025-02-23 20:29:05,402 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.5377 +[2025-02-23 20:29:05,446 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3296 +[2025-02-23 20:29:05,481 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5799 +[2025-02-23 20:29:05,512 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7362 +[2025-02-23 20:29:05,559 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8828 +[2025-02-23 20:29:05,591 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0372 +[2025-02-23 20:29:05,624 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2695 +[2025-02-23 20:29:05,659 INFO hook.py line 289 2996285] Test: [22/78] Loss 0.8461 +[2025-02-23 20:29:05,686 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7565 +[2025-02-23 20:29:05,726 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9803 +[2025-02-23 20:29:05,764 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.2866 +[2025-02-23 20:29:05,801 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5355 +[2025-02-23 20:29:05,847 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9493 +[2025-02-23 20:29:05,880 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2802 +[2025-02-23 20:29:05,917 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2662 +[2025-02-23 20:29:05,968 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4147 +[2025-02-23 20:29:06,021 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3661 +[2025-02-23 20:29:06,053 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3305 +[2025-02-23 20:29:06,107 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2519 +[2025-02-23 20:29:06,142 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9409 +[2025-02-23 20:29:06,174 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3523 +[2025-02-23 20:29:06,217 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9133 +[2025-02-23 20:29:06,250 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5395 +[2025-02-23 20:29:06,278 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3672 +[2025-02-23 20:29:06,333 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.0544 +[2025-02-23 20:29:06,376 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4869 +[2025-02-23 20:29:06,415 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8136 +[2025-02-23 20:29:06,440 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1394 +[2025-02-23 20:29:06,472 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1615 +[2025-02-23 20:29:06,524 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5229 +[2025-02-23 20:29:06,559 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4736 +[2025-02-23 20:29:06,603 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6639 +[2025-02-23 20:29:06,638 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.3599 +[2025-02-23 20:29:06,667 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4626 +[2025-02-23 20:29:06,695 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1122 +[2025-02-23 20:29:06,724 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8026 +[2025-02-23 20:29:06,750 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9690 +[2025-02-23 20:29:06,779 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8222 +[2025-02-23 20:29:06,801 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4335 +[2025-02-23 20:29:06,831 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2190 +[2025-02-23 20:29:06,865 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0446 +[2025-02-23 20:29:06,902 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3785 +[2025-02-23 20:29:06,933 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4806 +[2025-02-23 20:29:06,955 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5499 +[2025-02-23 20:29:06,991 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6072 +[2025-02-23 20:29:07,020 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2711 +[2025-02-23 20:29:07,042 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5092 +[2025-02-23 20:29:07,071 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7379 +[2025-02-23 20:29:07,104 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0848 +[2025-02-23 20:29:07,157 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.1547 +[2025-02-23 20:29:07,181 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1765 +[2025-02-23 20:29:07,218 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3584 +[2025-02-23 20:29:07,254 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.8115 +[2025-02-23 20:29:07,284 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8961 +[2025-02-23 20:29:07,311 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3881 +[2025-02-23 20:29:07,362 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8913 +[2025-02-23 20:29:07,402 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.5614 +[2025-02-23 20:29:07,449 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2750 +[2025-02-23 20:29:07,494 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2970 +[2025-02-23 20:29:07,531 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8013 +[2025-02-23 20:29:07,577 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5639 +[2025-02-23 20:29:07,602 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8030 +[2025-02-23 20:29:07,653 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3248 +[2025-02-23 20:29:07,677 INFO hook.py line 289 2996285] Test: [78/78] Loss 1.0448 +[2025-02-23 20:29:08,828 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:29:08,828 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:29:08,829 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:29:08,829 INFO hook.py line 232 2996285] wall : 0.8397 0.9362 +[2025-02-23 20:29:08,829 INFO hook.py line 232 2996285] floor : 0.9609 0.9798 +[2025-02-23 20:29:08,829 INFO hook.py line 232 2996285] cabinet : 0.5740 0.7785 +[2025-02-23 20:29:08,829 INFO hook.py line 232 2996285] bed : 0.7674 0.8731 +[2025-02-23 20:29:08,829 INFO hook.py line 232 2996285] chair : 0.8816 0.9295 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] sofa : 0.8455 0.8947 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] table : 0.6576 0.7518 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] door : 0.6187 0.7255 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] window : 0.5848 0.7103 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] bookshelf : 0.7434 0.9237 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] picture : 0.3223 0.3978 +[2025-02-23 20:29:08,830 INFO hook.py line 232 2996285] counter : 0.6475 0.7657 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] desk : 0.5630 0.8197 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] curtain : 0.6383 0.6732 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] refridgerator : 0.4899 0.5376 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] shower curtain : 0.6352 0.6933 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] toilet : 0.9103 0.9772 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] sink : 0.6684 0.7648 +[2025-02-23 20:29:08,831 INFO hook.py line 232 2996285] bathtub : 0.8625 0.9306 +[2025-02-23 20:29:08,832 INFO hook.py line 232 2996285] otherfurniture : 0.4871 0.6012 +[2025-02-23 20:29:08,832 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:29:08,832 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6849/0.7832/0.8857. +[2025-02-23 20:29:08,834 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:29:08,843 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:29:08,843 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:29:28,204 INFO hook.py line 109 2996285] Train: [34/100][50/300] Data 0.004 (0.004) Batch 0.248 (0.255) Remain 01:25:13 loss: 0.6075 Lr: 4.79039e-03 +[2025-02-23 20:29:40,980 INFO hook.py line 109 2996285] Train: [34/100][100/300] Data 0.004 (0.004) Batch 0.272 (0.255) Remain 01:25:05 loss: 0.6119 Lr: 4.77709e-03 +[2025-02-23 20:29:53,915 INFO hook.py line 109 2996285] Train: [34/100][150/300] Data 0.003 (0.004) Batch 0.250 (0.256) Remain 01:25:16 loss: 0.5157 Lr: 4.76375e-03 +[2025-02-23 20:30:06,563 INFO hook.py line 109 2996285] Train: [34/100][200/300] Data 0.003 (0.004) Batch 0.258 (0.256) Remain 01:24:45 loss: 0.8245 Lr: 4.75035e-03 +[2025-02-23 20:30:19,216 INFO hook.py line 109 2996285] Train: [34/100][250/300] Data 0.004 (0.004) Batch 0.268 (0.255) Remain 01:24:22 loss: 0.4811 Lr: 4.73689e-03 +[2025-02-23 20:30:30,436 INFO hook.py line 109 2996285] Train: [34/100][300/300] Data 0.001 (0.004) Batch 0.196 (0.250) Remain 01:22:27 loss: 0.5100 Lr: 4.72338e-03 +[2025-02-23 20:30:30,436 INFO misc.py line 135 2996285] Train result: loss: 0.5386 +[2025-02-23 20:30:30,522 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:30:43,916 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1221 +[2025-02-23 20:30:44,208 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4591 +[2025-02-23 20:30:44,249 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4213 +[2025-02-23 20:30:44,355 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5599 +[2025-02-23 20:30:44,607 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3499 +[2025-02-23 20:30:44,672 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5131 +[2025-02-23 20:30:44,724 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4349 +[2025-02-23 20:30:44,759 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2310 +[2025-02-23 20:30:44,801 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7764 +[2025-02-23 20:30:44,834 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4755 +[2025-02-23 20:30:44,878 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2612 +[2025-02-23 20:30:44,907 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8943 +[2025-02-23 20:30:44,953 INFO hook.py line 289 2996285] Test: [13/78] Loss 2.0191 +[2025-02-23 20:30:44,995 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.8660 +[2025-02-23 20:30:45,288 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.5353 +[2025-02-23 20:30:45,329 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0937 +[2025-02-23 20:30:45,375 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4198 +[2025-02-23 20:30:45,407 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5975 +[2025-02-23 20:30:45,448 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9435 +[2025-02-23 20:30:45,490 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1893 +[2025-02-23 20:30:45,523 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2896 +[2025-02-23 20:30:45,559 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0302 +[2025-02-23 20:30:45,593 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6641 +[2025-02-23 20:30:45,635 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9560 +[2025-02-23 20:30:45,673 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8806 +[2025-02-23 20:30:45,717 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5945 +[2025-02-23 20:30:45,763 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2665 +[2025-02-23 20:30:45,795 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4397 +[2025-02-23 20:30:45,821 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2650 +[2025-02-23 20:30:45,874 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3469 +[2025-02-23 20:30:45,926 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3589 +[2025-02-23 20:30:45,957 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5266 +[2025-02-23 20:30:46,014 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1871 +[2025-02-23 20:30:46,049 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0797 +[2025-02-23 20:30:46,082 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2512 +[2025-02-23 20:30:46,118 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0692 +[2025-02-23 20:30:46,153 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3680 +[2025-02-23 20:30:46,180 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2242 +[2025-02-23 20:30:46,238 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5076 +[2025-02-23 20:30:46,283 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4939 +[2025-02-23 20:30:46,323 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9153 +[2025-02-23 20:30:46,348 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1576 +[2025-02-23 20:30:46,388 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1521 +[2025-02-23 20:30:46,439 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4018 +[2025-02-23 20:30:46,477 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.7678 +[2025-02-23 20:30:46,521 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4536 +[2025-02-23 20:30:46,555 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.1593 +[2025-02-23 20:30:46,584 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4797 +[2025-02-23 20:30:46,612 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3302 +[2025-02-23 20:30:46,639 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7701 +[2025-02-23 20:30:46,665 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5811 +[2025-02-23 20:30:46,696 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6952 +[2025-02-23 20:30:46,717 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2112 +[2025-02-23 20:30:46,748 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.5845 +[2025-02-23 20:30:46,782 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0473 +[2025-02-23 20:30:46,818 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1938 +[2025-02-23 20:30:46,846 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.8471 +[2025-02-23 20:30:46,869 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6858 +[2025-02-23 20:30:46,904 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6691 +[2025-02-23 20:30:46,934 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2371 +[2025-02-23 20:30:46,955 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6185 +[2025-02-23 20:30:46,986 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5952 +[2025-02-23 20:30:47,019 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2165 +[2025-02-23 20:30:47,073 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0871 +[2025-02-23 20:30:47,097 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9867 +[2025-02-23 20:30:47,134 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7293 +[2025-02-23 20:30:47,168 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3542 +[2025-02-23 20:30:47,197 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7808 +[2025-02-23 20:30:47,223 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3017 +[2025-02-23 20:30:47,273 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0329 +[2025-02-23 20:30:47,313 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0215 +[2025-02-23 20:30:47,360 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5758 +[2025-02-23 20:30:47,405 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2890 +[2025-02-23 20:30:47,442 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5627 +[2025-02-23 20:30:47,487 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5645 +[2025-02-23 20:30:47,512 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8954 +[2025-02-23 20:30:47,562 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2511 +[2025-02-23 20:30:47,586 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7038 +[2025-02-23 20:30:48,763 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:30:48,763 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:30:48,763 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:30:48,763 INFO hook.py line 232 2996285] wall : 0.8418 0.9472 +[2025-02-23 20:30:48,763 INFO hook.py line 232 2996285] floor : 0.9650 0.9850 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] cabinet : 0.5974 0.6643 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] bed : 0.7596 0.8742 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] chair : 0.8866 0.9117 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] sofa : 0.7472 0.9059 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] table : 0.6985 0.8059 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] door : 0.6085 0.6808 +[2025-02-23 20:30:48,764 INFO hook.py line 232 2996285] window : 0.5641 0.6622 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] bookshelf : 0.7825 0.8808 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] picture : 0.3364 0.4229 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] counter : 0.6042 0.8274 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] desk : 0.5981 0.7446 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] curtain : 0.7285 0.8287 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] refridgerator : 0.4684 0.5793 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] shower curtain : 0.6910 0.7603 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] toilet : 0.9246 0.9661 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] sink : 0.6410 0.7606 +[2025-02-23 20:30:48,765 INFO hook.py line 232 2996285] bathtub : 0.8071 0.9304 +[2025-02-23 20:30:48,766 INFO hook.py line 232 2996285] otherfurniture : 0.5691 0.7707 +[2025-02-23 20:30:48,766 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:30:48,766 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6910/0.7954/0.8917. +[2025-02-23 20:30:48,767 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:30:48,772 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:30:48,772 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:31:07,648 INFO hook.py line 109 2996285] Train: [35/100][50/300] Data 0.003 (0.004) Batch 0.264 (0.275) Remain 01:30:40 loss: 0.4253 Lr: 4.70982e-03 +[2025-02-23 20:31:20,280 INFO hook.py line 109 2996285] Train: [35/100][100/300] Data 0.004 (0.004) Batch 0.253 (0.264) Remain 01:26:35 loss: 0.4675 Lr: 4.69621e-03 +[2025-02-23 20:31:32,950 INFO hook.py line 109 2996285] Train: [35/100][150/300] Data 0.003 (0.004) Batch 0.262 (0.260) Remain 01:25:12 loss: 0.5486 Lr: 4.68255e-03 +[2025-02-23 20:31:45,629 INFO hook.py line 109 2996285] Train: [35/100][200/300] Data 0.004 (0.004) Batch 0.257 (0.259) Remain 01:24:26 loss: 0.5219 Lr: 4.66884e-03 +[2025-02-23 20:31:58,266 INFO hook.py line 109 2996285] Train: [35/100][250/300] Data 0.004 (0.004) Batch 0.255 (0.257) Remain 01:23:51 loss: 0.3764 Lr: 4.65507e-03 +[2025-02-23 20:32:09,377 INFO hook.py line 109 2996285] Train: [35/100][300/300] Data 0.001 (0.003) Batch 0.200 (0.251) Remain 01:21:43 loss: 0.6086 Lr: 4.64126e-03 +[2025-02-23 20:32:09,377 INFO misc.py line 135 2996285] Train result: loss: 0.5216 +[2025-02-23 20:32:09,467 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:32:22,116 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1023 +[2025-02-23 20:32:22,494 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4444 +[2025-02-23 20:32:23,500 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2653 +[2025-02-23 20:32:23,840 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4887 +[2025-02-23 20:32:23,891 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2933 +[2025-02-23 20:32:23,938 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4208 +[2025-02-23 20:32:23,984 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3361 +[2025-02-23 20:32:24,016 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3818 +[2025-02-23 20:32:24,067 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8196 +[2025-02-23 20:32:24,098 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5987 +[2025-02-23 20:32:24,141 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3401 +[2025-02-23 20:32:24,170 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8810 +[2025-02-23 20:32:24,384 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.6219 +[2025-02-23 20:32:24,418 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7601 +[2025-02-23 20:32:24,455 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2208 +[2025-02-23 20:32:24,496 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0659 +[2025-02-23 20:32:24,531 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5657 +[2025-02-23 20:32:24,562 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.0805 +[2025-02-23 20:32:24,607 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0746 +[2025-02-23 20:32:24,640 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0732 +[2025-02-23 20:32:24,676 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2747 +[2025-02-23 20:32:24,721 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1120 +[2025-02-23 20:32:24,748 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5298 +[2025-02-23 20:32:24,798 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9039 +[2025-02-23 20:32:24,843 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.4151 +[2025-02-23 20:32:24,880 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4904 +[2025-02-23 20:32:24,926 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8281 +[2025-02-23 20:32:24,967 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3913 +[2025-02-23 20:32:25,001 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2321 +[2025-02-23 20:32:25,061 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6937 +[2025-02-23 20:32:25,114 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3720 +[2025-02-23 20:32:25,148 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4965 +[2025-02-23 20:32:25,197 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.4443 +[2025-02-23 20:32:25,238 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0699 +[2025-02-23 20:32:25,271 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2954 +[2025-02-23 20:32:25,304 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8619 +[2025-02-23 20:32:25,337 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6039 +[2025-02-23 20:32:25,366 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3040 +[2025-02-23 20:32:25,422 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.0068 +[2025-02-23 20:32:25,467 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.6235 +[2025-02-23 20:32:25,512 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8684 +[2025-02-23 20:32:25,541 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2395 +[2025-02-23 20:32:25,581 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1658 +[2025-02-23 20:32:25,634 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5008 +[2025-02-23 20:32:25,662 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3844 +[2025-02-23 20:32:25,707 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6967 +[2025-02-23 20:32:25,741 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6332 +[2025-02-23 20:32:25,771 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3149 +[2025-02-23 20:32:25,800 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9569 +[2025-02-23 20:32:25,832 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.2242 +[2025-02-23 20:32:25,862 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7959 +[2025-02-23 20:32:25,892 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.4978 +[2025-02-23 20:32:25,915 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3255 +[2025-02-23 20:32:25,945 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9716 +[2025-02-23 20:32:25,978 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0523 +[2025-02-23 20:32:26,014 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2378 +[2025-02-23 20:32:26,042 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5711 +[2025-02-23 20:32:26,065 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4577 +[2025-02-23 20:32:26,101 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.5534 +[2025-02-23 20:32:26,131 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3822 +[2025-02-23 20:32:26,153 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5602 +[2025-02-23 20:32:26,183 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4084 +[2025-02-23 20:32:26,215 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1721 +[2025-02-23 20:32:26,268 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9707 +[2025-02-23 20:32:26,292 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8258 +[2025-02-23 20:32:26,329 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3856 +[2025-02-23 20:32:26,364 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3554 +[2025-02-23 20:32:26,394 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8332 +[2025-02-23 20:32:26,420 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3471 +[2025-02-23 20:32:26,471 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7649 +[2025-02-23 20:32:26,511 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7652 +[2025-02-23 20:32:26,558 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5912 +[2025-02-23 20:32:26,602 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2175 +[2025-02-23 20:32:26,639 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8824 +[2025-02-23 20:32:26,685 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6456 +[2025-02-23 20:32:26,710 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8485 +[2025-02-23 20:32:26,761 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3638 +[2025-02-23 20:32:26,785 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5856 +[2025-02-23 20:32:28,004 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:32:28,005 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:32:28,005 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] wall : 0.8440 0.9144 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] floor : 0.9607 0.9807 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] cabinet : 0.5436 0.8530 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] bed : 0.7665 0.8201 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] chair : 0.8856 0.9645 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] sofa : 0.8290 0.9310 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] table : 0.7068 0.7592 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] door : 0.6583 0.7630 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] window : 0.6041 0.7884 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] bookshelf : 0.6953 0.9493 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] picture : 0.3575 0.4903 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] counter : 0.6426 0.7303 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] desk : 0.6158 0.7800 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] curtain : 0.6975 0.8591 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] refridgerator : 0.5371 0.5996 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] shower curtain : 0.6950 0.7610 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] toilet : 0.9156 0.9635 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] sink : 0.6707 0.7618 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] bathtub : 0.8971 0.9269 +[2025-02-23 20:32:28,005 INFO hook.py line 232 2996285] otherfurniture : 0.4340 0.4704 +[2025-02-23 20:32:28,005 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:32:28,005 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6978/0.8033/0.8874. +[2025-02-23 20:32:28,006 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:32:28,008 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:32:28,008 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:32:46,727 INFO hook.py line 109 2996285] Train: [36/100][50/300] Data 0.003 (0.004) Batch 0.255 (0.261) Remain 01:24:34 loss: 0.3980 Lr: 4.62739e-03 +[2025-02-23 20:32:59,625 INFO hook.py line 109 2996285] Train: [36/100][100/300] Data 0.003 (0.004) Batch 0.254 (0.259) Remain 01:23:52 loss: 0.3188 Lr: 4.61348e-03 +[2025-02-23 20:33:12,249 INFO hook.py line 109 2996285] Train: [36/100][150/300] Data 0.004 (0.004) Batch 0.259 (0.257) Remain 01:22:53 loss: 0.3457 Lr: 4.59952e-03 +[2025-02-23 20:33:25,011 INFO hook.py line 109 2996285] Train: [36/100][200/300] Data 0.005 (0.004) Batch 0.228 (0.257) Remain 01:22:31 loss: 0.5403 Lr: 4.58550e-03 +[2025-02-23 20:33:37,526 INFO hook.py line 109 2996285] Train: [36/100][250/300] Data 0.003 (0.004) Batch 0.233 (0.255) Remain 01:21:54 loss: 0.3397 Lr: 4.57144e-03 +[2025-02-23 20:33:48,868 INFO hook.py line 109 2996285] Train: [36/100][300/300] Data 0.001 (0.003) Batch 0.207 (0.251) Remain 01:20:09 loss: 0.5091 Lr: 4.55734e-03 +[2025-02-23 20:33:48,868 INFO misc.py line 135 2996285] Train result: loss: 0.5137 +[2025-02-23 20:33:48,953 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:34:01,601 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0985 +[2025-02-23 20:34:01,787 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5156 +[2025-02-23 20:34:02,297 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1931 +[2025-02-23 20:34:02,841 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4733 +[2025-02-23 20:34:02,880 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2830 +[2025-02-23 20:34:03,394 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7771 +[2025-02-23 20:34:03,446 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3064 +[2025-02-23 20:34:03,474 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2478 +[2025-02-23 20:34:03,518 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9399 +[2025-02-23 20:34:03,548 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5927 +[2025-02-23 20:34:03,591 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3117 +[2025-02-23 20:34:03,620 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.5125 +[2025-02-23 20:34:03,665 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.3705 +[2025-02-23 20:34:03,704 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7342 +[2025-02-23 20:34:03,738 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3242 +[2025-02-23 20:34:03,784 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0974 +[2025-02-23 20:34:03,820 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4626 +[2025-02-23 20:34:03,851 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5730 +[2025-02-23 20:34:03,896 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9269 +[2025-02-23 20:34:03,926 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1409 +[2025-02-23 20:34:03,958 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2328 +[2025-02-23 20:34:03,996 INFO hook.py line 289 2996285] Test: [22/78] Loss 0.9184 +[2025-02-23 20:34:04,023 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9001 +[2025-02-23 20:34:04,063 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6889 +[2025-02-23 20:34:04,104 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1717 +[2025-02-23 20:34:04,153 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4437 +[2025-02-23 20:34:04,199 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0345 +[2025-02-23 20:34:04,229 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3365 +[2025-02-23 20:34:04,256 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1954 +[2025-02-23 20:34:04,311 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5252 +[2025-02-23 20:34:04,363 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3723 +[2025-02-23 20:34:04,395 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5635 +[2025-02-23 20:34:04,444 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.4320 +[2025-02-23 20:34:04,489 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9858 +[2025-02-23 20:34:04,533 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3506 +[2025-02-23 20:34:04,569 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9310 +[2025-02-23 20:34:04,602 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6620 +[2025-02-23 20:34:04,636 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2102 +[2025-02-23 20:34:04,692 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5318 +[2025-02-23 20:34:04,736 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4646 +[2025-02-23 20:34:04,775 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9490 +[2025-02-23 20:34:04,804 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1349 +[2025-02-23 20:34:04,837 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1390 +[2025-02-23 20:34:04,888 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3927 +[2025-02-23 20:34:04,920 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2750 +[2025-02-23 20:34:04,963 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4799 +[2025-02-23 20:34:04,998 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8881 +[2025-02-23 20:34:05,027 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4099 +[2025-02-23 20:34:05,056 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7768 +[2025-02-23 20:34:05,084 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7927 +[2025-02-23 20:34:05,111 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0488 +[2025-02-23 20:34:05,140 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8089 +[2025-02-23 20:34:05,163 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4965 +[2025-02-23 20:34:05,194 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3804 +[2025-02-23 20:34:05,227 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0420 +[2025-02-23 20:34:05,264 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.5304 +[2025-02-23 20:34:05,292 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5832 +[2025-02-23 20:34:05,316 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4304 +[2025-02-23 20:34:05,351 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6935 +[2025-02-23 20:34:05,381 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3680 +[2025-02-23 20:34:05,403 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5341 +[2025-02-23 20:34:05,432 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5493 +[2025-02-23 20:34:05,465 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9218 +[2025-02-23 20:34:05,519 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0790 +[2025-02-23 20:34:05,543 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9015 +[2025-02-23 20:34:05,579 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5622 +[2025-02-23 20:34:05,613 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.4587 +[2025-02-23 20:34:05,642 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7437 +[2025-02-23 20:34:05,668 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2945 +[2025-02-23 20:34:05,719 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1279 +[2025-02-23 20:34:05,758 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8914 +[2025-02-23 20:34:05,805 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3406 +[2025-02-23 20:34:05,850 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2598 +[2025-02-23 20:34:05,887 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1184 +[2025-02-23 20:34:05,931 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5542 +[2025-02-23 20:34:05,956 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8059 +[2025-02-23 20:34:06,006 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3475 +[2025-02-23 20:34:06,030 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6938 +[2025-02-23 20:34:07,189 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:34:07,190 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:34:07,190 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] wall : 0.8444 0.9440 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] floor : 0.9624 0.9869 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] cabinet : 0.6206 0.7655 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] bed : 0.8034 0.8498 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] chair : 0.8947 0.9224 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] sofa : 0.7983 0.9429 +[2025-02-23 20:34:07,190 INFO hook.py line 232 2996285] table : 0.6989 0.7754 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] door : 0.6313 0.7827 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] window : 0.5654 0.6612 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] bookshelf : 0.6938 0.9467 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] picture : 0.3559 0.4692 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] counter : 0.6114 0.6971 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] desk : 0.6223 0.8264 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] curtain : 0.6698 0.7191 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] refridgerator : 0.5091 0.5216 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] shower curtain : 0.6211 0.6532 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] toilet : 0.8856 0.8999 +[2025-02-23 20:34:07,191 INFO hook.py line 232 2996285] sink : 0.6501 0.7501 +[2025-02-23 20:34:07,192 INFO hook.py line 232 2996285] bathtub : 0.9007 0.9286 +[2025-02-23 20:34:07,192 INFO hook.py line 232 2996285] otherfurniture : 0.5583 0.6255 +[2025-02-23 20:34:07,192 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:34:07,192 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6949/0.7834/0.8932. +[2025-02-23 20:34:07,193 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:34:07,200 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:34:07,201 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:34:26,256 INFO hook.py line 109 2996285] Train: [37/100][50/300] Data 0.003 (0.004) Batch 0.261 (0.259) Remain 01:22:48 loss: 0.4699 Lr: 4.54318e-03 +[2025-02-23 20:34:38,944 INFO hook.py line 109 2996285] Train: [37/100][100/300] Data 0.004 (0.004) Batch 0.250 (0.257) Remain 01:21:40 loss: 0.6256 Lr: 4.52898e-03 +[2025-02-23 20:34:51,893 INFO hook.py line 109 2996285] Train: [37/100][150/300] Data 0.003 (0.004) Batch 0.245 (0.257) Remain 01:21:42 loss: 0.5624 Lr: 4.51473e-03 +[2025-02-23 20:35:04,522 INFO hook.py line 109 2996285] Train: [37/100][200/300] Data 0.004 (0.004) Batch 0.257 (0.256) Remain 01:21:06 loss: 0.3946 Lr: 4.50044e-03 +[2025-02-23 20:35:17,259 INFO hook.py line 109 2996285] Train: [37/100][250/300] Data 0.003 (0.004) Batch 0.243 (0.256) Remain 01:20:48 loss: 0.4242 Lr: 4.48610e-03 +[2025-02-23 20:35:28,295 INFO hook.py line 109 2996285] Train: [37/100][300/300] Data 0.001 (0.003) Batch 0.197 (0.250) Remain 01:18:44 loss: 0.6461 Lr: 4.47171e-03 +[2025-02-23 20:35:28,295 INFO misc.py line 135 2996285] Train result: loss: 0.5158 +[2025-02-23 20:35:28,391 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:35:41,762 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1037 +[2025-02-23 20:35:41,836 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6935 +[2025-02-23 20:35:41,888 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2449 +[2025-02-23 20:35:42,590 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4081 +[2025-02-23 20:35:42,628 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3134 +[2025-02-23 20:35:42,679 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.1189 +[2025-02-23 20:35:42,740 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3279 +[2025-02-23 20:35:42,773 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4679 +[2025-02-23 20:35:43,069 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0628 +[2025-02-23 20:35:43,099 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3559 +[2025-02-23 20:35:43,154 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2628 +[2025-02-23 20:35:43,183 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6973 +[2025-02-23 20:35:43,228 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2479 +[2025-02-23 20:35:43,266 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.8737 +[2025-02-23 20:35:43,303 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2384 +[2025-02-23 20:35:43,344 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1110 +[2025-02-23 20:35:43,380 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5977 +[2025-02-23 20:35:43,411 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8376 +[2025-02-23 20:35:43,450 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0659 +[2025-02-23 20:35:43,486 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1654 +[2025-02-23 20:35:43,518 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2414 +[2025-02-23 20:35:43,554 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1208 +[2025-02-23 20:35:43,579 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5698 +[2025-02-23 20:35:43,620 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8293 +[2025-02-23 20:35:43,658 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1925 +[2025-02-23 20:35:43,694 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3932 +[2025-02-23 20:35:43,749 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1398 +[2025-02-23 20:35:43,787 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4601 +[2025-02-23 20:35:43,817 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2316 +[2025-02-23 20:35:43,872 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2438 +[2025-02-23 20:35:43,924 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4369 +[2025-02-23 20:35:43,955 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5577 +[2025-02-23 20:35:44,004 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2317 +[2025-02-23 20:35:44,038 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0135 +[2025-02-23 20:35:44,076 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2053 +[2025-02-23 20:35:44,117 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6921 +[2025-02-23 20:35:44,151 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3293 +[2025-02-23 20:35:44,177 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2403 +[2025-02-23 20:35:44,233 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6230 +[2025-02-23 20:35:44,277 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3733 +[2025-02-23 20:35:44,323 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0358 +[2025-02-23 20:35:44,354 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2139 +[2025-02-23 20:35:44,396 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1321 +[2025-02-23 20:35:44,446 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4047 +[2025-02-23 20:35:44,482 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5615 +[2025-02-23 20:35:44,529 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5606 +[2025-02-23 20:35:44,563 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1820 +[2025-02-23 20:35:44,592 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3395 +[2025-02-23 20:35:44,621 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5217 +[2025-02-23 20:35:44,649 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5887 +[2025-02-23 20:35:44,674 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6951 +[2025-02-23 20:35:44,704 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5999 +[2025-02-23 20:35:44,727 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2244 +[2025-02-23 20:35:44,760 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8016 +[2025-02-23 20:35:44,793 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0552 +[2025-02-23 20:35:44,829 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2043 +[2025-02-23 20:35:44,858 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4866 +[2025-02-23 20:35:44,882 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5643 +[2025-02-23 20:35:44,916 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7661 +[2025-02-23 20:35:44,946 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5097 +[2025-02-23 20:35:44,968 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5490 +[2025-02-23 20:35:44,997 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4767 +[2025-02-23 20:35:45,031 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.7855 +[2025-02-23 20:35:45,084 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9913 +[2025-02-23 20:35:45,108 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9250 +[2025-02-23 20:35:45,145 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6700 +[2025-02-23 20:35:45,181 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2306 +[2025-02-23 20:35:45,209 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5145 +[2025-02-23 20:35:45,235 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3170 +[2025-02-23 20:35:45,285 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8698 +[2025-02-23 20:35:45,324 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9716 +[2025-02-23 20:35:45,370 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4319 +[2025-02-23 20:35:45,415 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3825 +[2025-02-23 20:35:45,486 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8635 +[2025-02-23 20:35:45,531 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4886 +[2025-02-23 20:35:45,556 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4207 +[2025-02-23 20:35:45,606 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2323 +[2025-02-23 20:35:45,629 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5109 +[2025-02-23 20:35:46,832 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:35:46,832 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:35:46,832 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:35:46,832 INFO hook.py line 232 2996285] wall : 0.8437 0.9364 +[2025-02-23 20:35:46,832 INFO hook.py line 232 2996285] floor : 0.9633 0.9845 +[2025-02-23 20:35:46,832 INFO hook.py line 232 2996285] cabinet : 0.5916 0.7418 +[2025-02-23 20:35:46,832 INFO hook.py line 232 2996285] bed : 0.7909 0.8642 +[2025-02-23 20:35:46,832 INFO hook.py line 232 2996285] chair : 0.8967 0.9451 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] sofa : 0.8193 0.9288 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] table : 0.6893 0.7691 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] door : 0.6333 0.7405 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] window : 0.6300 0.8046 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] bookshelf : 0.7341 0.8162 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] picture : 0.3464 0.4239 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] counter : 0.6761 0.8054 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] desk : 0.5917 0.7874 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] curtain : 0.6307 0.9014 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] refridgerator : 0.5262 0.5921 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] shower curtain : 0.5577 0.6534 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] toilet : 0.9475 0.9784 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] sink : 0.6619 0.7264 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] bathtub : 0.8758 0.8877 +[2025-02-23 20:35:46,833 INFO hook.py line 232 2996285] otherfurniture : 0.4792 0.5714 +[2025-02-23 20:35:46,833 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:35:46,833 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6943/0.7929/0.8910. +[2025-02-23 20:35:46,833 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:35:46,838 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:35:46,838 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:36:05,801 INFO hook.py line 109 2996285] Train: [38/100][50/300] Data 0.005 (0.003) Batch 0.261 (0.258) Remain 01:21:09 loss: 0.6523 Lr: 4.45728e-03 +[2025-02-23 20:36:18,506 INFO hook.py line 109 2996285] Train: [38/100][100/300] Data 0.003 (0.003) Batch 0.250 (0.256) Remain 01:20:15 loss: 0.4033 Lr: 4.44281e-03 +[2025-02-23 20:36:31,145 INFO hook.py line 109 2996285] Train: [38/100][150/300] Data 0.003 (0.003) Batch 0.242 (0.255) Remain 01:19:41 loss: 0.5507 Lr: 4.42829e-03 +[2025-02-23 20:36:44,076 INFO hook.py line 109 2996285] Train: [38/100][200/300] Data 0.003 (0.003) Batch 0.240 (0.256) Remain 01:19:45 loss: 0.3975 Lr: 4.41373e-03 +[2025-02-23 20:36:57,180 INFO hook.py line 109 2996285] Train: [38/100][250/300] Data 0.004 (0.004) Batch 0.239 (0.257) Remain 01:19:56 loss: 0.5039 Lr: 4.39913e-03 +[2025-02-23 20:37:08,247 INFO hook.py line 109 2996285] Train: [38/100][300/300] Data 0.001 (0.003) Batch 0.190 (0.251) Remain 01:17:51 loss: 0.6043 Lr: 4.38448e-03 +[2025-02-23 20:37:08,248 INFO misc.py line 135 2996285] Train result: loss: 0.5041 +[2025-02-23 20:37:08,323 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:37:21,659 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1085 +[2025-02-23 20:37:21,898 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3649 +[2025-02-23 20:37:21,947 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2050 +[2025-02-23 20:37:22,789 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4723 +[2025-02-23 20:37:22,836 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2121 +[2025-02-23 20:37:23,174 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2385 +[2025-02-23 20:37:23,226 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3244 +[2025-02-23 20:37:23,251 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2529 +[2025-02-23 20:37:23,293 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6674 +[2025-02-23 20:37:23,323 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3358 +[2025-02-23 20:37:23,364 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3043 +[2025-02-23 20:37:23,394 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8790 +[2025-02-23 20:37:23,440 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5695 +[2025-02-23 20:37:23,484 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.5309 +[2025-02-23 20:37:23,518 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0060 +[2025-02-23 20:37:23,561 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1303 +[2025-02-23 20:37:23,597 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4359 +[2025-02-23 20:37:23,628 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6649 +[2025-02-23 20:37:23,668 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8995 +[2025-02-23 20:37:23,697 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.6261 +[2025-02-23 20:37:23,728 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2248 +[2025-02-23 20:37:23,764 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4620 +[2025-02-23 20:37:23,791 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6262 +[2025-02-23 20:37:23,831 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7222 +[2025-02-23 20:37:23,869 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.4972 +[2025-02-23 20:37:23,912 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5482 +[2025-02-23 20:37:23,958 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.6368 +[2025-02-23 20:37:23,990 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4220 +[2025-02-23 20:37:24,017 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2901 +[2025-02-23 20:37:24,069 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5731 +[2025-02-23 20:37:24,122 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4919 +[2025-02-23 20:37:24,153 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5167 +[2025-02-23 20:37:24,203 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.3908 +[2025-02-23 20:37:24,238 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0260 +[2025-02-23 20:37:24,272 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2469 +[2025-02-23 20:37:24,310 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8005 +[2025-02-23 20:37:24,356 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7908 +[2025-02-23 20:37:24,384 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3094 +[2025-02-23 20:37:24,439 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4577 +[2025-02-23 20:37:24,481 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.0634 +[2025-02-23 20:37:24,529 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9204 +[2025-02-23 20:37:24,560 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1778 +[2025-02-23 20:37:24,594 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1382 +[2025-02-23 20:37:24,644 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4511 +[2025-02-23 20:37:24,697 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4934 +[2025-02-23 20:37:24,738 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4834 +[2025-02-23 20:37:24,771 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4423 +[2025-02-23 20:37:24,802 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4524 +[2025-02-23 20:37:24,830 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0810 +[2025-02-23 20:37:24,859 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6729 +[2025-02-23 20:37:24,885 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7606 +[2025-02-23 20:37:24,917 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6319 +[2025-02-23 20:37:24,939 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1866 +[2025-02-23 20:37:24,969 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0266 +[2025-02-23 20:37:25,003 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0493 +[2025-02-23 20:37:25,039 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2220 +[2025-02-23 20:37:25,068 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4279 +[2025-02-23 20:37:25,092 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4529 +[2025-02-23 20:37:25,128 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.5654 +[2025-02-23 20:37:25,157 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6377 +[2025-02-23 20:37:25,180 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5829 +[2025-02-23 20:37:25,210 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6889 +[2025-02-23 20:37:25,243 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0945 +[2025-02-23 20:37:25,296 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8723 +[2025-02-23 20:37:25,321 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9767 +[2025-02-23 20:37:25,358 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4342 +[2025-02-23 20:37:25,393 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2941 +[2025-02-23 20:37:25,422 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7540 +[2025-02-23 20:37:25,450 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3552 +[2025-02-23 20:37:25,502 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8988 +[2025-02-23 20:37:25,542 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9556 +[2025-02-23 20:37:25,590 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2116 +[2025-02-23 20:37:25,635 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4150 +[2025-02-23 20:37:25,672 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8323 +[2025-02-23 20:37:25,717 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5103 +[2025-02-23 20:37:25,741 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6760 +[2025-02-23 20:37:25,792 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4030 +[2025-02-23 20:37:25,815 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5951 +[2025-02-23 20:37:27,219 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:37:27,220 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:37:27,220 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] wall : 0.8535 0.9361 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] floor : 0.9601 0.9839 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] cabinet : 0.6314 0.7643 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] bed : 0.7947 0.8549 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] chair : 0.9000 0.9370 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] sofa : 0.8327 0.9003 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] table : 0.7034 0.7742 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] door : 0.6314 0.7709 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] window : 0.6038 0.7444 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] bookshelf : 0.7513 0.8135 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] picture : 0.3585 0.4877 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] counter : 0.6174 0.8148 +[2025-02-23 20:37:27,220 INFO hook.py line 232 2996285] desk : 0.6274 0.8583 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] curtain : 0.6932 0.8736 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] refridgerator : 0.4964 0.5117 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] shower curtain : 0.4450 0.4618 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] toilet : 0.8653 0.9107 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] sink : 0.6861 0.7683 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] bathtub : 0.9004 0.9230 +[2025-02-23 20:37:27,221 INFO hook.py line 232 2996285] otherfurniture : 0.5533 0.7209 +[2025-02-23 20:37:27,221 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:37:27,221 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6953/0.7905/0.8959. +[2025-02-23 20:37:27,221 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:37:27,231 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:37:27,232 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:37:46,137 INFO hook.py line 109 2996285] Train: [39/100][50/300] Data 0.004 (0.004) Batch 0.241 (0.263) Remain 01:21:21 loss: 0.4198 Lr: 4.36979e-03 +[2025-02-23 20:37:58,834 INFO hook.py line 109 2996285] Train: [39/100][100/300] Data 0.002 (0.004) Batch 0.262 (0.258) Remain 01:19:40 loss: 0.4007 Lr: 4.35506e-03 +[2025-02-23 20:38:11,628 INFO hook.py line 109 2996285] Train: [39/100][150/300] Data 0.003 (0.004) Batch 0.274 (0.258) Remain 01:19:11 loss: 0.2921 Lr: 4.34029e-03 +[2025-02-23 20:38:24,259 INFO hook.py line 109 2996285] Train: [39/100][200/300] Data 0.005 (0.004) Batch 0.244 (0.256) Remain 01:18:35 loss: 0.4065 Lr: 4.32548e-03 +[2025-02-23 20:38:37,097 INFO hook.py line 109 2996285] Train: [39/100][250/300] Data 0.002 (0.004) Batch 0.248 (0.256) Remain 01:18:24 loss: 0.3541 Lr: 4.31062e-03 +[2025-02-23 20:38:48,275 INFO hook.py line 109 2996285] Train: [39/100][300/300] Data 0.001 (0.003) Batch 0.180 (0.251) Remain 01:16:30 loss: 0.5248 Lr: 4.29573e-03 +[2025-02-23 20:38:48,276 INFO misc.py line 135 2996285] Train result: loss: 0.5071 +[2025-02-23 20:38:48,349 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:39:02,198 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1053 +[2025-02-23 20:39:02,251 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5152 +[2025-02-23 20:39:02,297 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.6779 +[2025-02-23 20:39:02,342 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5066 +[2025-02-23 20:39:02,392 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.4892 +[2025-02-23 20:39:02,452 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4159 +[2025-02-23 20:39:02,499 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.6011 +[2025-02-23 20:39:02,537 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2212 +[2025-02-23 20:39:02,587 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7681 +[2025-02-23 20:39:02,626 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3933 +[2025-02-23 20:39:02,670 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4528 +[2025-02-23 20:39:02,700 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7748 +[2025-02-23 20:39:02,810 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4150 +[2025-02-23 20:39:02,844 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7813 +[2025-02-23 20:39:02,877 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2619 +[2025-02-23 20:39:02,919 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0886 +[2025-02-23 20:39:02,959 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5735 +[2025-02-23 20:39:02,990 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6305 +[2025-02-23 20:39:03,029 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.3307 +[2025-02-23 20:39:03,058 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1970 +[2025-02-23 20:39:03,090 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2442 +[2025-02-23 20:39:03,130 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1470 +[2025-02-23 20:39:03,156 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5892 +[2025-02-23 20:39:03,196 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6631 +[2025-02-23 20:39:03,241 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7602 +[2025-02-23 20:39:03,278 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6090 +[2025-02-23 20:39:03,325 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7981 +[2025-02-23 20:39:03,356 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2762 +[2025-02-23 20:39:03,386 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2940 +[2025-02-23 20:39:03,439 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4204 +[2025-02-23 20:39:03,492 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4371 +[2025-02-23 20:39:03,524 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5094 +[2025-02-23 20:39:03,574 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1735 +[2025-02-23 20:39:03,615 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0528 +[2025-02-23 20:39:03,655 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3031 +[2025-02-23 20:39:03,689 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9637 +[2025-02-23 20:39:03,724 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4230 +[2025-02-23 20:39:03,763 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2939 +[2025-02-23 20:39:03,818 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5978 +[2025-02-23 20:39:03,873 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1882 +[2025-02-23 20:39:03,912 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9201 +[2025-02-23 20:39:03,937 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1526 +[2025-02-23 20:39:03,971 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1384 +[2025-02-23 20:39:04,030 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4489 +[2025-02-23 20:39:04,061 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4887 +[2025-02-23 20:39:04,103 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6539 +[2025-02-23 20:39:04,138 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6333 +[2025-02-23 20:39:04,167 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5302 +[2025-02-23 20:39:04,195 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4905 +[2025-02-23 20:39:04,222 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8136 +[2025-02-23 20:39:04,248 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5103 +[2025-02-23 20:39:04,278 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7045 +[2025-02-23 20:39:04,301 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3484 +[2025-02-23 20:39:04,333 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6750 +[2025-02-23 20:39:04,366 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0503 +[2025-02-23 20:39:04,403 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.5691 +[2025-02-23 20:39:04,432 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7228 +[2025-02-23 20:39:04,456 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.8083 +[2025-02-23 20:39:04,490 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8705 +[2025-02-23 20:39:04,520 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4713 +[2025-02-23 20:39:04,541 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4067 +[2025-02-23 20:39:04,571 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5269 +[2025-02-23 20:39:04,603 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0670 +[2025-02-23 20:39:04,657 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2768 +[2025-02-23 20:39:04,682 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1164 +[2025-02-23 20:39:04,718 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4561 +[2025-02-23 20:39:04,753 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3443 +[2025-02-23 20:39:04,782 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6481 +[2025-02-23 20:39:04,809 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3215 +[2025-02-23 20:39:04,859 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7121 +[2025-02-23 20:39:04,898 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8343 +[2025-02-23 20:39:04,946 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3252 +[2025-02-23 20:39:04,991 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2321 +[2025-02-23 20:39:05,028 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.3295 +[2025-02-23 20:39:05,074 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6890 +[2025-02-23 20:39:05,100 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6651 +[2025-02-23 20:39:05,150 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2544 +[2025-02-23 20:39:05,173 INFO hook.py line 289 2996285] Test: [78/78] Loss 1.0590 +[2025-02-23 20:39:06,310 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:39:06,311 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:39:06,311 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:39:06,311 INFO hook.py line 232 2996285] wall : 0.8333 0.9135 +[2025-02-23 20:39:06,311 INFO hook.py line 232 2996285] floor : 0.9642 0.9841 +[2025-02-23 20:39:06,311 INFO hook.py line 232 2996285] cabinet : 0.5929 0.6596 +[2025-02-23 20:39:06,311 INFO hook.py line 232 2996285] bed : 0.7971 0.8505 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] chair : 0.9042 0.9508 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] sofa : 0.8448 0.9400 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] table : 0.6883 0.8215 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] door : 0.5933 0.6643 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] window : 0.5688 0.6919 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] bookshelf : 0.6837 0.9485 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] picture : 0.2617 0.4796 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] counter : 0.6685 0.7667 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] desk : 0.5882 0.7314 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] curtain : 0.7133 0.8835 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] refridgerator : 0.4252 0.4472 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] shower curtain : 0.7302 0.8253 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] toilet : 0.9324 0.9564 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] sink : 0.6461 0.7655 +[2025-02-23 20:39:06,312 INFO hook.py line 232 2996285] bathtub : 0.8842 0.9131 +[2025-02-23 20:39:06,313 INFO hook.py line 232 2996285] otherfurniture : 0.4879 0.7174 +[2025-02-23 20:39:06,313 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:39:06,313 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6904/0.7955/0.8851. +[2025-02-23 20:39:06,313 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:39:06,324 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7049 +[2025-02-23 20:39:06,325 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:39:25,163 INFO hook.py line 109 2996285] Train: [40/100][50/300] Data 0.006 (0.004) Batch 0.256 (0.271) Remain 01:22:26 loss: 0.4806 Lr: 4.28080e-03 +[2025-02-23 20:39:38,111 INFO hook.py line 109 2996285] Train: [40/100][100/300] Data 0.004 (0.004) Batch 0.249 (0.265) Remain 01:20:19 loss: 0.3138 Lr: 4.26583e-03 +[2025-02-23 20:39:50,676 INFO hook.py line 109 2996285] Train: [40/100][150/300] Data 0.002 (0.004) Batch 0.282 (0.260) Remain 01:18:42 loss: 0.5022 Lr: 4.25082e-03 +[2025-02-23 20:40:03,544 INFO hook.py line 109 2996285] Train: [40/100][200/300] Data 0.006 (0.004) Batch 0.250 (0.259) Remain 01:18:16 loss: 0.6710 Lr: 4.23608e-03 +[2025-02-23 20:40:16,827 INFO hook.py line 109 2996285] Train: [40/100][250/300] Data 0.003 (0.004) Batch 0.250 (0.261) Remain 01:18:26 loss: 0.3453 Lr: 4.22099e-03 +[2025-02-23 20:40:27,938 INFO hook.py line 109 2996285] Train: [40/100][300/300] Data 0.001 (0.003) Batch 0.181 (0.254) Remain 01:16:16 loss: 0.7046 Lr: 4.20587e-03 +[2025-02-23 20:40:27,939 INFO misc.py line 135 2996285] Train result: loss: 0.5111 +[2025-02-23 20:40:28,027 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:40:42,401 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1072 +[2025-02-23 20:40:42,446 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4689 +[2025-02-23 20:40:42,482 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2961 +[2025-02-23 20:40:42,526 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4825 +[2025-02-23 20:40:42,559 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1939 +[2025-02-23 20:40:42,612 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4378 +[2025-02-23 20:40:42,659 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3199 +[2025-02-23 20:40:42,685 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2422 +[2025-02-23 20:40:42,725 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8018 +[2025-02-23 20:40:42,759 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3861 +[2025-02-23 20:40:42,802 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2832 +[2025-02-23 20:40:42,831 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9228 +[2025-02-23 20:40:42,882 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4945 +[2025-02-23 20:40:42,917 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9236 +[2025-02-23 20:40:42,962 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.6125 +[2025-02-23 20:40:43,003 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1093 +[2025-02-23 20:40:43,039 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4249 +[2025-02-23 20:40:43,068 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8020 +[2025-02-23 20:40:43,114 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8871 +[2025-02-23 20:40:43,146 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0416 +[2025-02-23 20:40:43,177 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2240 +[2025-02-23 20:40:43,213 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2179 +[2025-02-23 20:40:43,240 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7536 +[2025-02-23 20:40:43,280 INFO hook.py line 289 2996285] Test: [24/78] Loss 1.0226 +[2025-02-23 20:40:43,319 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.2144 +[2025-02-23 20:40:43,357 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4348 +[2025-02-23 20:40:43,403 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4628 +[2025-02-23 20:40:43,434 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3497 +[2025-02-23 20:40:43,470 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2303 +[2025-02-23 20:40:43,522 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.7082 +[2025-02-23 20:40:43,575 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4537 +[2025-02-23 20:40:43,605 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3923 +[2025-02-23 20:40:43,656 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1551 +[2025-02-23 20:40:43,690 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8347 +[2025-02-23 20:40:43,724 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3590 +[2025-02-23 20:40:43,763 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9272 +[2025-02-23 20:40:43,797 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.9268 +[2025-02-23 20:40:43,832 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2058 +[2025-02-23 20:40:43,889 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.0187 +[2025-02-23 20:40:43,932 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3161 +[2025-02-23 20:40:43,972 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9008 +[2025-02-23 20:40:44,006 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1546 +[2025-02-23 20:40:44,038 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1357 +[2025-02-23 20:40:44,092 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3625 +[2025-02-23 20:40:44,124 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3787 +[2025-02-23 20:40:44,166 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5588 +[2025-02-23 20:40:44,200 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.2345 +[2025-02-23 20:40:44,229 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.6945 +[2025-02-23 20:40:44,259 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0653 +[2025-02-23 20:40:44,289 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9017 +[2025-02-23 20:40:44,324 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.4246 +[2025-02-23 20:40:44,354 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7762 +[2025-02-23 20:40:44,381 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3336 +[2025-02-23 20:40:44,413 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0415 +[2025-02-23 20:40:44,446 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0446 +[2025-02-23 20:40:44,482 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1655 +[2025-02-23 20:40:44,511 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4041 +[2025-02-23 20:40:44,534 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.6137 +[2025-02-23 20:40:44,569 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8169 +[2025-02-23 20:40:44,599 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.7027 +[2025-02-23 20:40:44,621 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4853 +[2025-02-23 20:40:44,651 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6037 +[2025-02-23 20:40:44,683 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9941 +[2025-02-23 20:40:44,737 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2914 +[2025-02-23 20:40:44,762 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9089 +[2025-02-23 20:40:44,799 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4131 +[2025-02-23 20:40:44,833 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2103 +[2025-02-23 20:40:44,861 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6461 +[2025-02-23 20:40:44,888 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4043 +[2025-02-23 20:40:44,939 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1571 +[2025-02-23 20:40:44,980 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8269 +[2025-02-23 20:40:45,027 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2457 +[2025-02-23 20:40:45,071 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2693 +[2025-02-23 20:40:45,108 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0299 +[2025-02-23 20:40:45,153 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3215 +[2025-02-23 20:40:45,178 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7236 +[2025-02-23 20:40:45,229 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3863 +[2025-02-23 20:40:45,252 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5405 +[2025-02-23 20:40:46,482 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:40:46,483 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:40:46,483 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] wall : 0.8481 0.9403 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] floor : 0.9605 0.9852 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] cabinet : 0.6303 0.8202 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] bed : 0.7944 0.8290 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] chair : 0.8939 0.9282 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] sofa : 0.8346 0.9268 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] table : 0.7236 0.8567 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] door : 0.6276 0.7592 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] window : 0.5558 0.6452 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] bookshelf : 0.7496 0.9071 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] picture : 0.2978 0.3353 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] counter : 0.6519 0.7941 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] desk : 0.6419 0.7901 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] curtain : 0.7035 0.8089 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] refridgerator : 0.5918 0.6696 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] shower curtain : 0.5907 0.6337 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] toilet : 0.9272 0.9658 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] sink : 0.6621 0.7249 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] bathtub : 0.8926 0.9046 +[2025-02-23 20:40:46,483 INFO hook.py line 232 2996285] otherfurniture : 0.5418 0.6345 +[2025-02-23 20:40:46,483 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:40:46,483 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7060/0.7930/0.8960. +[2025-02-23 20:40:46,483 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:40:46,486 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7060 +[2025-02-23 20:40:46,486 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7060 +[2025-02-23 20:40:46,487 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:41:05,826 INFO hook.py line 109 2996285] Train: [41/100][50/300] Data 0.003 (0.004) Batch 0.241 (0.259) Remain 01:17:34 loss: 0.5223 Lr: 4.19071e-03 +[2025-02-23 20:41:18,721 INFO hook.py line 109 2996285] Train: [41/100][100/300] Data 0.004 (0.004) Batch 0.269 (0.259) Remain 01:17:08 loss: 0.3940 Lr: 4.17552e-03 +[2025-02-23 20:41:31,340 INFO hook.py line 109 2996285] Train: [41/100][150/300] Data 0.002 (0.004) Batch 0.262 (0.256) Remain 01:16:18 loss: 0.6364 Lr: 4.16029e-03 +[2025-02-23 20:41:44,304 INFO hook.py line 109 2996285] Train: [41/100][200/300] Data 0.003 (0.004) Batch 0.265 (0.257) Remain 01:16:18 loss: 0.5934 Lr: 4.14503e-03 +[2025-02-23 20:41:56,944 INFO hook.py line 109 2996285] Train: [41/100][250/300] Data 0.003 (0.004) Batch 0.273 (0.256) Remain 01:15:49 loss: 0.4252 Lr: 4.12973e-03 +[2025-02-23 20:42:08,147 INFO hook.py line 109 2996285] Train: [41/100][300/300] Data 0.001 (0.003) Batch 0.191 (0.251) Remain 01:14:00 loss: 0.3904 Lr: 4.11439e-03 +[2025-02-23 20:42:08,148 INFO misc.py line 135 2996285] Train result: loss: 0.4955 +[2025-02-23 20:42:08,238 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:42:21,144 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0910 +[2025-02-23 20:42:21,804 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6902 +[2025-02-23 20:42:21,863 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2457 +[2025-02-23 20:42:22,073 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4948 +[2025-02-23 20:42:22,113 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1813 +[2025-02-23 20:42:22,162 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6380 +[2025-02-23 20:42:22,210 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2859 +[2025-02-23 20:42:22,253 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4252 +[2025-02-23 20:42:22,314 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.0069 +[2025-02-23 20:42:22,353 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5074 +[2025-02-23 20:42:22,578 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.7008 +[2025-02-23 20:42:22,607 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7512 +[2025-02-23 20:42:22,655 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2349 +[2025-02-23 20:42:22,700 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.8624 +[2025-02-23 20:42:22,735 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3825 +[2025-02-23 20:42:22,776 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.5455 +[2025-02-23 20:42:22,813 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7790 +[2025-02-23 20:42:22,843 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6664 +[2025-02-23 20:42:22,883 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9066 +[2025-02-23 20:42:22,916 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2719 +[2025-02-23 20:42:22,948 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2040 +[2025-02-23 20:42:22,984 INFO hook.py line 289 2996285] Test: [22/78] Loss 0.9736 +[2025-02-23 20:42:23,020 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8295 +[2025-02-23 20:42:23,063 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8713 +[2025-02-23 20:42:23,102 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9683 +[2025-02-23 20:42:23,138 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5794 +[2025-02-23 20:42:23,183 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3880 +[2025-02-23 20:42:23,214 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2975 +[2025-02-23 20:42:23,245 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2116 +[2025-02-23 20:42:23,298 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4554 +[2025-02-23 20:42:23,351 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5834 +[2025-02-23 20:42:23,384 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3750 +[2025-02-23 20:42:23,434 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1505 +[2025-02-23 20:42:23,468 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.6442 +[2025-02-23 20:42:23,501 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4110 +[2025-02-23 20:42:23,538 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7059 +[2025-02-23 20:42:23,580 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.8191 +[2025-02-23 20:42:23,607 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2580 +[2025-02-23 20:42:23,662 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.2782 +[2025-02-23 20:42:23,703 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.5649 +[2025-02-23 20:42:23,742 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1371 +[2025-02-23 20:42:23,768 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0937 +[2025-02-23 20:42:23,802 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1175 +[2025-02-23 20:42:23,853 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4661 +[2025-02-23 20:42:23,889 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4206 +[2025-02-23 20:42:23,935 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4176 +[2025-02-23 20:42:23,970 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.2597 +[2025-02-23 20:42:23,999 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3835 +[2025-02-23 20:42:24,028 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7791 +[2025-02-23 20:42:24,057 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8615 +[2025-02-23 20:42:24,082 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.5848 +[2025-02-23 20:42:24,111 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.9540 +[2025-02-23 20:42:24,132 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3623 +[2025-02-23 20:42:24,163 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1093 +[2025-02-23 20:42:24,196 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0551 +[2025-02-23 20:42:24,233 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1699 +[2025-02-23 20:42:24,262 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4678 +[2025-02-23 20:42:24,286 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3502 +[2025-02-23 20:42:24,321 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8862 +[2025-02-23 20:42:24,353 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4765 +[2025-02-23 20:42:24,375 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6577 +[2025-02-23 20:42:24,405 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6724 +[2025-02-23 20:42:24,436 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6890 +[2025-02-23 20:42:24,489 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0305 +[2025-02-23 20:42:24,515 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8687 +[2025-02-23 20:42:24,552 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3064 +[2025-02-23 20:42:24,587 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5583 +[2025-02-23 20:42:24,617 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9412 +[2025-02-23 20:42:24,644 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3268 +[2025-02-23 20:42:24,695 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0067 +[2025-02-23 20:42:24,735 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8605 +[2025-02-23 20:42:24,782 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5166 +[2025-02-23 20:42:24,826 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3150 +[2025-02-23 20:42:24,863 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9365 +[2025-02-23 20:42:24,909 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3376 +[2025-02-23 20:42:24,935 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9923 +[2025-02-23 20:42:24,986 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4942 +[2025-02-23 20:42:25,010 INFO hook.py line 289 2996285] Test: [78/78] Loss 1.2183 +[2025-02-23 20:42:26,110 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:42:26,110 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:42:26,110 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:42:26,110 INFO hook.py line 232 2996285] wall : 0.8345 0.9589 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] floor : 0.9611 0.9883 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] cabinet : 0.6239 0.7381 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] bed : 0.7546 0.8888 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] chair : 0.8781 0.8988 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] sofa : 0.7859 0.9478 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] table : 0.6723 0.7695 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] door : 0.6304 0.7330 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] window : 0.5576 0.6209 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] bookshelf : 0.7706 0.8990 +[2025-02-23 20:42:26,111 INFO hook.py line 232 2996285] picture : 0.3732 0.4556 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] counter : 0.5427 0.8676 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] desk : 0.6123 0.7973 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] curtain : 0.5350 0.5890 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] refridgerator : 0.5651 0.6717 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] shower curtain : 0.6000 0.6324 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] toilet : 0.9230 0.9470 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] sink : 0.6426 0.7782 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] bathtub : 0.8930 0.9181 +[2025-02-23 20:42:26,112 INFO hook.py line 232 2996285] otherfurniture : 0.5534 0.6015 +[2025-02-23 20:42:26,112 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:42:26,112 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6855/0.7851/0.8894. +[2025-02-23 20:42:26,113 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:42:26,117 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7060 +[2025-02-23 20:42:26,117 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:42:45,690 INFO hook.py line 109 2996285] Train: [42/100][50/300] Data 0.002 (0.004) Batch 0.263 (0.260) Remain 01:16:26 loss: 0.5155 Lr: 4.09903e-03 +[2025-02-23 20:42:58,482 INFO hook.py line 109 2996285] Train: [42/100][100/300] Data 0.004 (0.004) Batch 0.270 (0.258) Remain 01:15:37 loss: 0.3193 Lr: 4.08363e-03 +[2025-02-23 20:43:11,207 INFO hook.py line 109 2996285] Train: [42/100][150/300] Data 0.006 (0.004) Batch 0.266 (0.257) Remain 01:15:04 loss: 0.5121 Lr: 4.06819e-03 +[2025-02-23 20:43:24,364 INFO hook.py line 109 2996285] Train: [42/100][200/300] Data 0.002 (0.004) Batch 0.256 (0.258) Remain 01:15:20 loss: 0.5257 Lr: 4.05273e-03 +[2025-02-23 20:43:36,993 INFO hook.py line 109 2996285] Train: [42/100][250/300] Data 0.004 (0.004) Batch 0.242 (0.257) Remain 01:14:47 loss: 0.8273 Lr: 4.03723e-03 +[2025-02-23 20:43:48,281 INFO hook.py line 109 2996285] Train: [42/100][300/300] Data 0.001 (0.003) Batch 0.197 (0.252) Remain 01:13:02 loss: 0.4550 Lr: 4.02170e-03 +[2025-02-23 20:43:48,281 INFO misc.py line 135 2996285] Train result: loss: 0.4737 +[2025-02-23 20:43:48,358 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:44:02,001 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0990 +[2025-02-23 20:44:02,053 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3814 +[2025-02-23 20:44:02,293 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4399 +[2025-02-23 20:44:02,338 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.3913 +[2025-02-23 20:44:02,381 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.3015 +[2025-02-23 20:44:02,431 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6599 +[2025-02-23 20:44:02,477 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3205 +[2025-02-23 20:44:02,504 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3415 +[2025-02-23 20:44:02,546 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.2214 +[2025-02-23 20:44:02,579 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3292 +[2025-02-23 20:44:02,620 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5724 +[2025-02-23 20:44:02,650 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.4848 +[2025-02-23 20:44:02,701 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8522 +[2025-02-23 20:44:02,740 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7429 +[2025-02-23 20:44:02,778 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1132 +[2025-02-23 20:44:02,866 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.4708 +[2025-02-23 20:44:02,901 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6135 +[2025-02-23 20:44:02,941 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8031 +[2025-02-23 20:44:02,984 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9556 +[2025-02-23 20:44:03,018 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0839 +[2025-02-23 20:44:03,051 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1830 +[2025-02-23 20:44:03,087 INFO hook.py line 289 2996285] Test: [22/78] Loss 0.8216 +[2025-02-23 20:44:03,114 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7423 +[2025-02-23 20:44:03,158 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9974 +[2025-02-23 20:44:03,196 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.3726 +[2025-02-23 20:44:03,237 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5991 +[2025-02-23 20:44:03,284 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1562 +[2025-02-23 20:44:03,316 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3676 +[2025-02-23 20:44:03,346 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2290 +[2025-02-23 20:44:03,399 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6519 +[2025-02-23 20:44:03,456 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3964 +[2025-02-23 20:44:03,490 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5368 +[2025-02-23 20:44:03,540 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1790 +[2025-02-23 20:44:03,575 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7964 +[2025-02-23 20:44:03,609 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2070 +[2025-02-23 20:44:03,647 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0224 +[2025-02-23 20:44:03,682 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7025 +[2025-02-23 20:44:03,709 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2709 +[2025-02-23 20:44:03,765 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4085 +[2025-02-23 20:44:03,807 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1614 +[2025-02-23 20:44:03,850 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8165 +[2025-02-23 20:44:03,889 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1364 +[2025-02-23 20:44:03,928 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1245 +[2025-02-23 20:44:03,990 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3535 +[2025-02-23 20:44:04,025 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4455 +[2025-02-23 20:44:04,072 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4962 +[2025-02-23 20:44:04,107 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.3668 +[2025-02-23 20:44:04,136 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5656 +[2025-02-23 20:44:04,164 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.2958 +[2025-02-23 20:44:04,191 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8901 +[2025-02-23 20:44:04,217 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.3627 +[2025-02-23 20:44:04,246 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7446 +[2025-02-23 20:44:04,268 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2658 +[2025-02-23 20:44:04,300 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.6794 +[2025-02-23 20:44:04,333 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0491 +[2025-02-23 20:44:04,371 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1520 +[2025-02-23 20:44:04,400 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4713 +[2025-02-23 20:44:04,424 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4974 +[2025-02-23 20:44:04,458 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6626 +[2025-02-23 20:44:04,488 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3097 +[2025-02-23 20:44:04,508 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5817 +[2025-02-23 20:44:04,538 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.9264 +[2025-02-23 20:44:04,570 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9494 +[2025-02-23 20:44:04,624 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8299 +[2025-02-23 20:44:04,648 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8118 +[2025-02-23 20:44:04,686 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4418 +[2025-02-23 20:44:04,721 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2844 +[2025-02-23 20:44:04,750 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.0467 +[2025-02-23 20:44:04,777 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2974 +[2025-02-23 20:44:04,828 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5598 +[2025-02-23 20:44:04,867 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9659 +[2025-02-23 20:44:04,915 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3710 +[2025-02-23 20:44:04,959 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1828 +[2025-02-23 20:44:04,996 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.4667 +[2025-02-23 20:44:05,042 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6742 +[2025-02-23 20:44:05,067 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7872 +[2025-02-23 20:44:05,118 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2632 +[2025-02-23 20:44:05,141 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.9055 +[2025-02-23 20:44:06,349 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:44:06,350 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:44:06,350 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:44:06,350 INFO hook.py line 232 2996285] wall : 0.8462 0.9614 +[2025-02-23 20:44:06,350 INFO hook.py line 232 2996285] floor : 0.9612 0.9849 +[2025-02-23 20:44:06,350 INFO hook.py line 232 2996285] cabinet : 0.6130 0.8003 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] bed : 0.7709 0.8532 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] chair : 0.8968 0.9280 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] sofa : 0.8205 0.8907 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] table : 0.7110 0.8082 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] door : 0.6359 0.7211 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] window : 0.5273 0.5973 +[2025-02-23 20:44:06,351 INFO hook.py line 232 2996285] bookshelf : 0.7807 0.8718 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] picture : 0.3830 0.4801 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] counter : 0.6760 0.7912 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] desk : 0.5872 0.6892 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] curtain : 0.7165 0.7965 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] refridgerator : 0.5511 0.5948 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] shower curtain : 0.5758 0.6114 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] toilet : 0.9028 0.9148 +[2025-02-23 20:44:06,352 INFO hook.py line 232 2996285] sink : 0.6430 0.7667 +[2025-02-23 20:44:06,353 INFO hook.py line 232 2996285] bathtub : 0.8950 0.9228 +[2025-02-23 20:44:06,353 INFO hook.py line 232 2996285] otherfurniture : 0.5501 0.6741 +[2025-02-23 20:44:06,353 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:44:06,353 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7022/0.7829/0.8949. +[2025-02-23 20:44:06,355 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:44:06,358 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7060 +[2025-02-23 20:44:06,358 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:44:24,947 INFO hook.py line 109 2996285] Train: [43/100][50/300] Data 0.003 (0.004) Batch 0.237 (0.270) Remain 01:17:56 loss: 0.5254 Lr: 4.00614e-03 +[2025-02-23 20:44:37,725 INFO hook.py line 109 2996285] Train: [43/100][100/300] Data 0.004 (0.004) Batch 0.255 (0.262) Remain 01:15:38 loss: 0.4694 Lr: 3.99055e-03 +[2025-02-23 20:44:50,483 INFO hook.py line 109 2996285] Train: [43/100][150/300] Data 0.003 (0.004) Batch 0.254 (0.260) Remain 01:14:43 loss: 0.7433 Lr: 3.97493e-03 +[2025-02-23 20:45:03,253 INFO hook.py line 109 2996285] Train: [43/100][200/300] Data 0.005 (0.004) Batch 0.254 (0.259) Remain 01:14:10 loss: 0.2889 Lr: 3.95928e-03 +[2025-02-23 20:45:15,914 INFO hook.py line 109 2996285] Train: [43/100][250/300] Data 0.004 (0.004) Batch 0.259 (0.258) Remain 01:13:38 loss: 0.4035 Lr: 3.94360e-03 +[2025-02-23 20:45:26,910 INFO hook.py line 109 2996285] Train: [43/100][300/300] Data 0.002 (0.003) Batch 0.186 (0.251) Remain 01:11:37 loss: 0.2385 Lr: 3.92789e-03 +[2025-02-23 20:45:26,911 INFO misc.py line 135 2996285] Train result: loss: 0.4840 +[2025-02-23 20:45:27,003 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:45:40,154 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0932 +[2025-02-23 20:45:40,953 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7711 +[2025-02-23 20:45:40,986 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.4937 +[2025-02-23 20:45:41,032 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4289 +[2025-02-23 20:45:41,063 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2251 +[2025-02-23 20:45:41,119 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8371 +[2025-02-23 20:45:41,165 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3247 +[2025-02-23 20:45:41,193 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4027 +[2025-02-23 20:45:41,243 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7706 +[2025-02-23 20:45:41,276 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4488 +[2025-02-23 20:45:41,318 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3616 +[2025-02-23 20:45:41,391 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7119 +[2025-02-23 20:45:41,443 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.6360 +[2025-02-23 20:45:41,478 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1131 +[2025-02-23 20:45:41,643 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2971 +[2025-02-23 20:45:41,684 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1568 +[2025-02-23 20:45:41,719 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5361 +[2025-02-23 20:45:41,750 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5161 +[2025-02-23 20:45:41,799 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9278 +[2025-02-23 20:45:41,828 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0398 +[2025-02-23 20:45:41,862 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2629 +[2025-02-23 20:45:41,898 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0898 +[2025-02-23 20:45:41,924 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8784 +[2025-02-23 20:45:41,970 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7635 +[2025-02-23 20:45:42,009 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7212 +[2025-02-23 20:45:42,049 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3954 +[2025-02-23 20:45:42,104 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8528 +[2025-02-23 20:45:42,139 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3920 +[2025-02-23 20:45:42,165 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2768 +[2025-02-23 20:45:42,218 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4832 +[2025-02-23 20:45:42,270 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2814 +[2025-02-23 20:45:42,302 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5172 +[2025-02-23 20:45:42,352 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1385 +[2025-02-23 20:45:42,396 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7802 +[2025-02-23 20:45:42,441 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2445 +[2025-02-23 20:45:42,476 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0665 +[2025-02-23 20:45:42,511 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6887 +[2025-02-23 20:45:42,538 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1997 +[2025-02-23 20:45:42,594 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6402 +[2025-02-23 20:45:42,642 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.7357 +[2025-02-23 20:45:42,683 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9599 +[2025-02-23 20:45:42,712 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1510 +[2025-02-23 20:45:42,744 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1403 +[2025-02-23 20:45:42,803 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4534 +[2025-02-23 20:45:42,834 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6892 +[2025-02-23 20:45:42,883 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.7298 +[2025-02-23 20:45:42,921 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.1075 +[2025-02-23 20:45:42,951 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4788 +[2025-02-23 20:45:42,983 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7978 +[2025-02-23 20:45:43,011 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.4766 +[2025-02-23 20:45:43,037 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2179 +[2025-02-23 20:45:43,066 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6982 +[2025-02-23 20:45:43,089 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2720 +[2025-02-23 20:45:43,120 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.5778 +[2025-02-23 20:45:43,153 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0645 +[2025-02-23 20:45:43,189 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1585 +[2025-02-23 20:45:43,218 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6418 +[2025-02-23 20:45:43,242 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5233 +[2025-02-23 20:45:43,277 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6411 +[2025-02-23 20:45:43,307 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5471 +[2025-02-23 20:45:43,330 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6406 +[2025-02-23 20:45:43,362 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4505 +[2025-02-23 20:45:43,396 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0754 +[2025-02-23 20:45:43,449 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9534 +[2025-02-23 20:45:43,473 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.2265 +[2025-02-23 20:45:43,510 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3742 +[2025-02-23 20:45:43,544 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.6935 +[2025-02-23 20:45:43,575 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.3487 +[2025-02-23 20:45:43,602 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3761 +[2025-02-23 20:45:43,653 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5609 +[2025-02-23 20:45:43,692 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9566 +[2025-02-23 20:45:43,740 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5697 +[2025-02-23 20:45:43,785 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2154 +[2025-02-23 20:45:43,822 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5368 +[2025-02-23 20:45:43,867 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5002 +[2025-02-23 20:45:43,894 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6753 +[2025-02-23 20:45:43,945 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2886 +[2025-02-23 20:45:43,969 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6048 +[2025-02-23 20:45:45,169 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:45:45,169 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:45:45,170 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] wall : 0.8413 0.9243 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] floor : 0.9623 0.9812 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] cabinet : 0.5801 0.6673 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] bed : 0.7684 0.8299 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] chair : 0.8870 0.9484 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] sofa : 0.7975 0.8856 +[2025-02-23 20:45:45,170 INFO hook.py line 232 2996285] table : 0.7017 0.8103 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] door : 0.5987 0.6472 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] window : 0.5670 0.7431 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] bookshelf : 0.7511 0.9083 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] picture : 0.3225 0.5267 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] counter : 0.6253 0.8084 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] desk : 0.5931 0.8289 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] curtain : 0.5012 0.7244 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] refridgerator : 0.5306 0.5617 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] shower curtain : 0.5443 0.8076 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] toilet : 0.9443 0.9735 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] sink : 0.6210 0.6686 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] bathtub : 0.8515 0.8909 +[2025-02-23 20:45:45,171 INFO hook.py line 232 2996285] otherfurniture : 0.5293 0.7111 +[2025-02-23 20:45:45,171 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:45:45,171 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6759/0.7924/0.8850. +[2025-02-23 20:45:45,172 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:45:45,180 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7060 +[2025-02-23 20:45:45,180 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:46:03,930 INFO hook.py line 109 2996285] Train: [44/100][50/300] Data 0.003 (0.004) Batch 0.247 (0.261) Remain 01:14:04 loss: 0.4839 Lr: 3.91215e-03 +[2025-02-23 20:46:16,900 INFO hook.py line 109 2996285] Train: [44/100][100/300] Data 0.005 (0.004) Batch 0.237 (0.260) Remain 01:13:40 loss: 0.4744 Lr: 3.89639e-03 +[2025-02-23 20:46:29,538 INFO hook.py line 109 2996285] Train: [44/100][150/300] Data 0.002 (0.004) Batch 0.217 (0.258) Remain 01:12:45 loss: 0.7057 Lr: 3.88059e-03 +[2025-02-23 20:46:42,879 INFO hook.py line 109 2996285] Train: [44/100][200/300] Data 0.004 (0.004) Batch 0.241 (0.260) Remain 01:13:12 loss: 0.5767 Lr: 3.86478e-03 +[2025-02-23 20:46:55,365 INFO hook.py line 109 2996285] Train: [44/100][250/300] Data 0.003 (0.004) Batch 0.243 (0.258) Remain 01:12:24 loss: 0.2361 Lr: 3.84893e-03 +[2025-02-23 20:47:06,584 INFO hook.py line 109 2996285] Train: [44/100][300/300] Data 0.002 (0.003) Batch 0.204 (0.252) Remain 01:10:37 loss: 0.4789 Lr: 3.83306e-03 +[2025-02-23 20:47:06,585 INFO misc.py line 135 2996285] Train result: loss: 0.4805 +[2025-02-23 20:47:06,685 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:47:20,352 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0898 +[2025-02-23 20:47:20,404 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3217 +[2025-02-23 20:47:20,441 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.6363 +[2025-02-23 20:47:20,493 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4830 +[2025-02-23 20:47:20,535 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2290 +[2025-02-23 20:47:20,693 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6417 +[2025-02-23 20:47:20,746 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3314 +[2025-02-23 20:47:20,774 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2964 +[2025-02-23 20:47:20,818 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8534 +[2025-02-23 20:47:20,850 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4093 +[2025-02-23 20:47:21,103 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5554 +[2025-02-23 20:47:21,143 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9105 +[2025-02-23 20:47:21,189 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.6276 +[2025-02-23 20:47:21,225 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6138 +[2025-02-23 20:47:21,262 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3130 +[2025-02-23 20:47:21,678 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1481 +[2025-02-23 20:47:21,714 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5869 +[2025-02-23 20:47:21,752 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6304 +[2025-02-23 20:47:21,794 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9750 +[2025-02-23 20:47:21,826 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8372 +[2025-02-23 20:47:21,864 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2092 +[2025-02-23 20:47:21,907 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0896 +[2025-02-23 20:47:21,942 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8029 +[2025-02-23 20:47:21,995 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7378 +[2025-02-23 20:47:22,033 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.1119 +[2025-02-23 20:47:22,073 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6137 +[2025-02-23 20:47:22,119 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0418 +[2025-02-23 20:47:22,157 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2636 +[2025-02-23 20:47:22,186 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2221 +[2025-02-23 20:47:22,238 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5820 +[2025-02-23 20:47:22,291 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4627 +[2025-02-23 20:47:22,328 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3231 +[2025-02-23 20:47:22,381 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2058 +[2025-02-23 20:47:22,416 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.2073 +[2025-02-23 20:47:22,450 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2139 +[2025-02-23 20:47:22,484 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7287 +[2025-02-23 20:47:22,518 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6033 +[2025-02-23 20:47:22,546 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1654 +[2025-02-23 20:47:22,603 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.8588 +[2025-02-23 20:47:22,645 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1959 +[2025-02-23 20:47:22,687 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8787 +[2025-02-23 20:47:22,713 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0782 +[2025-02-23 20:47:22,750 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.2775 +[2025-02-23 20:47:22,805 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4330 +[2025-02-23 20:47:22,838 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4926 +[2025-02-23 20:47:22,881 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5442 +[2025-02-23 20:47:22,916 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.7698 +[2025-02-23 20:47:22,945 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4028 +[2025-02-23 20:47:22,975 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8125 +[2025-02-23 20:47:23,004 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7506 +[2025-02-23 20:47:23,030 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7903 +[2025-02-23 20:47:23,060 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7170 +[2025-02-23 20:47:23,082 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2252 +[2025-02-23 20:47:23,113 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0697 +[2025-02-23 20:47:23,146 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0365 +[2025-02-23 20:47:23,182 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1478 +[2025-02-23 20:47:23,211 INFO hook.py line 289 2996285] Test: [57/78] Loss 1.0689 +[2025-02-23 20:47:23,235 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5236 +[2025-02-23 20:47:23,270 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6551 +[2025-02-23 20:47:23,300 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6006 +[2025-02-23 20:47:23,322 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4471 +[2025-02-23 20:47:23,354 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7351 +[2025-02-23 20:47:23,387 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1413 +[2025-02-23 20:47:23,440 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0748 +[2025-02-23 20:47:23,465 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0443 +[2025-02-23 20:47:23,501 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7610 +[2025-02-23 20:47:23,535 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.6366 +[2025-02-23 20:47:23,565 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8682 +[2025-02-23 20:47:23,593 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3216 +[2025-02-23 20:47:23,644 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8810 +[2025-02-23 20:47:23,684 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7520 +[2025-02-23 20:47:23,732 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3687 +[2025-02-23 20:47:23,776 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1554 +[2025-02-23 20:47:23,813 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7515 +[2025-02-23 20:47:23,858 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6132 +[2025-02-23 20:47:23,884 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7688 +[2025-02-23 20:47:23,935 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2013 +[2025-02-23 20:47:23,959 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7456 +[2025-02-23 20:47:25,193 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:47:25,193 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:47:25,193 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] wall : 0.8469 0.9489 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] floor : 0.9636 0.9835 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] cabinet : 0.5825 0.8064 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] bed : 0.7716 0.8109 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] chair : 0.8983 0.9428 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] sofa : 0.8093 0.8428 +[2025-02-23 20:47:25,194 INFO hook.py line 232 2996285] table : 0.7042 0.8219 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] door : 0.6357 0.7336 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] window : 0.5988 0.6832 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] bookshelf : 0.7450 0.9372 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] picture : 0.3530 0.4014 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] counter : 0.6254 0.8379 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] desk : 0.6243 0.7620 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] curtain : 0.6262 0.7456 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] refridgerator : 0.4422 0.4478 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] shower curtain : 0.3831 0.3925 +[2025-02-23 20:47:25,195 INFO hook.py line 232 2996285] toilet : 0.9159 0.9598 +[2025-02-23 20:47:25,196 INFO hook.py line 232 2996285] sink : 0.6706 0.7572 +[2025-02-23 20:47:25,196 INFO hook.py line 232 2996285] bathtub : 0.8941 0.9038 +[2025-02-23 20:47:25,196 INFO hook.py line 232 2996285] otherfurniture : 0.5466 0.6384 +[2025-02-23 20:47:25,196 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:47:25,196 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6819/0.7679/0.8930. +[2025-02-23 20:47:25,196 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:47:25,200 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7060 +[2025-02-23 20:47:25,200 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:47:43,944 INFO hook.py line 109 2996285] Train: [45/100][50/300] Data 0.003 (0.004) Batch 0.233 (0.261) Remain 01:12:52 loss: 0.6581 Lr: 3.81717e-03 +[2025-02-23 20:47:56,843 INFO hook.py line 109 2996285] Train: [45/100][100/300] Data 0.006 (0.004) Batch 0.280 (0.259) Remain 01:12:13 loss: 0.6126 Lr: 3.80124e-03 +[2025-02-23 20:48:09,613 INFO hook.py line 109 2996285] Train: [45/100][150/300] Data 0.002 (0.004) Batch 0.243 (0.258) Remain 01:11:37 loss: 0.6374 Lr: 3.78530e-03 +[2025-02-23 20:48:22,312 INFO hook.py line 109 2996285] Train: [45/100][200/300] Data 0.004 (0.004) Batch 0.253 (0.257) Remain 01:11:06 loss: 0.5715 Lr: 3.76933e-03 +[2025-02-23 20:48:35,192 INFO hook.py line 109 2996285] Train: [45/100][250/300] Data 0.003 (0.004) Batch 0.263 (0.257) Remain 01:10:55 loss: 0.4248 Lr: 3.75334e-03 +[2025-02-23 20:48:46,390 INFO hook.py line 109 2996285] Train: [45/100][300/300] Data 0.001 (0.004) Batch 0.197 (0.252) Remain 01:09:10 loss: 0.5492 Lr: 3.73732e-03 +[2025-02-23 20:48:46,390 INFO misc.py line 135 2996285] Train result: loss: 0.4842 +[2025-02-23 20:48:46,477 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:49:00,335 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0879 +[2025-02-23 20:49:00,382 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3496 +[2025-02-23 20:49:00,417 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2195 +[2025-02-23 20:49:00,681 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4497 +[2025-02-23 20:49:00,711 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1718 +[2025-02-23 20:49:00,765 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7525 +[2025-02-23 20:49:00,811 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2707 +[2025-02-23 20:49:00,839 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.5182 +[2025-02-23 20:49:00,877 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8638 +[2025-02-23 20:49:00,906 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3464 +[2025-02-23 20:49:00,949 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4984 +[2025-02-23 20:49:00,988 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7777 +[2025-02-23 20:49:01,033 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9926 +[2025-02-23 20:49:01,070 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0493 +[2025-02-23 20:49:01,105 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1157 +[2025-02-23 20:49:01,148 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1090 +[2025-02-23 20:49:01,184 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3657 +[2025-02-23 20:49:01,218 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5529 +[2025-02-23 20:49:01,258 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9165 +[2025-02-23 20:49:01,291 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.7023 +[2025-02-23 20:49:01,325 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2028 +[2025-02-23 20:49:01,362 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1343 +[2025-02-23 20:49:01,389 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5080 +[2025-02-23 20:49:01,431 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7930 +[2025-02-23 20:49:01,469 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7985 +[2025-02-23 20:49:01,506 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5148 +[2025-02-23 20:49:01,552 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0411 +[2025-02-23 20:49:01,593 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4621 +[2025-02-23 20:49:01,621 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1913 +[2025-02-23 20:49:01,674 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3820 +[2025-02-23 20:49:01,734 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5042 +[2025-02-23 20:49:01,767 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3305 +[2025-02-23 20:49:01,822 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.3864 +[2025-02-23 20:49:01,857 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7535 +[2025-02-23 20:49:01,891 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2816 +[2025-02-23 20:49:01,927 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7615 +[2025-02-23 20:49:01,961 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5835 +[2025-02-23 20:49:01,991 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1959 +[2025-02-23 20:49:02,047 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3953 +[2025-02-23 20:49:02,090 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2483 +[2025-02-23 20:49:02,130 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1624 +[2025-02-23 20:49:02,156 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1467 +[2025-02-23 20:49:02,188 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1313 +[2025-02-23 20:49:02,245 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.6277 +[2025-02-23 20:49:02,278 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5281 +[2025-02-23 20:49:02,320 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4885 +[2025-02-23 20:49:02,355 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8020 +[2025-02-23 20:49:02,389 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5024 +[2025-02-23 20:49:02,417 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8856 +[2025-02-23 20:49:02,445 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6505 +[2025-02-23 20:49:02,472 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2064 +[2025-02-23 20:49:02,502 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5799 +[2025-02-23 20:49:02,525 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5614 +[2025-02-23 20:49:02,556 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7110 +[2025-02-23 20:49:02,588 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0366 +[2025-02-23 20:49:02,625 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.5231 +[2025-02-23 20:49:02,655 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5411 +[2025-02-23 20:49:02,679 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4921 +[2025-02-23 20:49:02,715 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6427 +[2025-02-23 20:49:02,745 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5234 +[2025-02-23 20:49:02,766 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5769 +[2025-02-23 20:49:02,796 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6002 +[2025-02-23 20:49:02,829 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4635 +[2025-02-23 20:49:02,883 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9835 +[2025-02-23 20:49:02,907 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.6903 +[2025-02-23 20:49:02,944 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3189 +[2025-02-23 20:49:02,979 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3141 +[2025-02-23 20:49:03,008 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6429 +[2025-02-23 20:49:03,036 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3829 +[2025-02-23 20:49:03,087 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1398 +[2025-02-23 20:49:03,128 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.5670 +[2025-02-23 20:49:03,175 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2693 +[2025-02-23 20:49:03,219 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.5011 +[2025-02-23 20:49:03,256 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5636 +[2025-02-23 20:49:03,301 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4527 +[2025-02-23 20:49:03,327 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6522 +[2025-02-23 20:49:03,378 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3079 +[2025-02-23 20:49:03,402 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4963 +[2025-02-23 20:49:04,569 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:49:04,569 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:49:04,569 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:49:04,569 INFO hook.py line 232 2996285] wall : 0.8450 0.9196 +[2025-02-23 20:49:04,569 INFO hook.py line 232 2996285] floor : 0.9586 0.9857 +[2025-02-23 20:49:04,569 INFO hook.py line 232 2996285] cabinet : 0.6042 0.8166 +[2025-02-23 20:49:04,569 INFO hook.py line 232 2996285] bed : 0.7778 0.8539 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] chair : 0.8971 0.9411 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] sofa : 0.8338 0.9087 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] table : 0.6976 0.7629 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] door : 0.6372 0.8354 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] window : 0.6161 0.7456 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] bookshelf : 0.7760 0.8626 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] picture : 0.3748 0.5291 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] counter : 0.6672 0.8568 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] desk : 0.6372 0.9008 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] curtain : 0.7190 0.8472 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] refridgerator : 0.5697 0.6070 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] shower curtain : 0.5868 0.6355 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] toilet : 0.9195 0.9772 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] sink : 0.6810 0.7609 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] bathtub : 0.8697 0.9352 +[2025-02-23 20:49:04,570 INFO hook.py line 232 2996285] otherfurniture : 0.5390 0.5996 +[2025-02-23 20:49:04,570 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:49:04,570 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7104/0.8141/0.8949. +[2025-02-23 20:49:04,571 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:49:04,574 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7104 +[2025-02-23 20:49:04,574 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:49:04,574 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:49:23,635 INFO hook.py line 109 2996285] Train: [46/100][50/300] Data 0.003 (0.004) Batch 0.242 (0.263) Remain 01:12:07 loss: 0.4288 Lr: 3.72129e-03 +[2025-02-23 20:49:36,420 INFO hook.py line 109 2996285] Train: [46/100][100/300] Data 0.006 (0.004) Batch 0.251 (0.259) Remain 01:10:51 loss: 0.3429 Lr: 3.70523e-03 +[2025-02-23 20:49:49,507 INFO hook.py line 109 2996285] Train: [46/100][150/300] Data 0.002 (0.004) Batch 0.260 (0.260) Remain 01:10:52 loss: 0.4878 Lr: 3.68915e-03 +[2025-02-23 20:50:02,390 INFO hook.py line 109 2996285] Train: [46/100][200/300] Data 0.003 (0.004) Batch 0.259 (0.259) Remain 01:10:29 loss: 0.6373 Lr: 3.67305e-03 +[2025-02-23 20:50:15,324 INFO hook.py line 109 2996285] Train: [46/100][250/300] Data 0.006 (0.004) Batch 0.270 (0.259) Remain 01:10:13 loss: 0.2794 Lr: 3.65692e-03 +[2025-02-23 20:50:26,459 INFO hook.py line 109 2996285] Train: [46/100][300/300] Data 0.002 (0.003) Batch 0.192 (0.253) Remain 01:08:21 loss: 0.5844 Lr: 3.64078e-03 +[2025-02-23 20:50:26,460 INFO misc.py line 135 2996285] Train result: loss: 0.4567 +[2025-02-23 20:50:26,534 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:50:39,578 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0973 +[2025-02-23 20:50:39,630 INFO hook.py line 289 2996285] Test: [2/78] Loss 1.1271 +[2025-02-23 20:50:39,678 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3952 +[2025-02-23 20:50:40,254 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5093 +[2025-02-23 20:50:40,290 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2858 +[2025-02-23 20:50:40,348 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7197 +[2025-02-23 20:50:40,560 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3227 +[2025-02-23 20:50:40,597 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.4027 +[2025-02-23 20:50:40,637 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8552 +[2025-02-23 20:50:40,674 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3926 +[2025-02-23 20:50:41,078 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4333 +[2025-02-23 20:50:41,127 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.1028 +[2025-02-23 20:50:41,175 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9865 +[2025-02-23 20:50:41,216 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7079 +[2025-02-23 20:50:41,251 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1691 +[2025-02-23 20:50:41,299 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1229 +[2025-02-23 20:50:41,334 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5586 +[2025-02-23 20:50:41,366 INFO hook.py line 289 2996285] Test: [18/78] Loss 1.2462 +[2025-02-23 20:50:41,408 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0745 +[2025-02-23 20:50:41,440 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2619 +[2025-02-23 20:50:41,474 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2972 +[2025-02-23 20:50:41,511 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1747 +[2025-02-23 20:50:41,538 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8033 +[2025-02-23 20:50:41,588 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.5647 +[2025-02-23 20:50:41,627 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.0396 +[2025-02-23 20:50:41,665 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5550 +[2025-02-23 20:50:41,712 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1506 +[2025-02-23 20:50:41,743 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2347 +[2025-02-23 20:50:41,776 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2756 +[2025-02-23 20:50:41,829 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5214 +[2025-02-23 20:50:41,882 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3448 +[2025-02-23 20:50:41,917 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5747 +[2025-02-23 20:50:41,971 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2072 +[2025-02-23 20:50:42,007 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9752 +[2025-02-23 20:50:42,043 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2920 +[2025-02-23 20:50:42,086 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0277 +[2025-02-23 20:50:42,123 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5315 +[2025-02-23 20:50:42,161 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.3968 +[2025-02-23 20:50:42,217 INFO hook.py line 289 2996285] Test: [39/78] Loss 2.0575 +[2025-02-23 20:50:42,262 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3775 +[2025-02-23 20:50:42,306 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0304 +[2025-02-23 20:50:42,332 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2659 +[2025-02-23 20:50:42,372 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1146 +[2025-02-23 20:50:42,425 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4503 +[2025-02-23 20:50:42,457 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4144 +[2025-02-23 20:50:42,502 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6070 +[2025-02-23 20:50:42,536 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8478 +[2025-02-23 20:50:42,565 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3485 +[2025-02-23 20:50:42,594 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1741 +[2025-02-23 20:50:42,628 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.0108 +[2025-02-23 20:50:42,658 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8475 +[2025-02-23 20:50:42,687 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8284 +[2025-02-23 20:50:42,712 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3871 +[2025-02-23 20:50:42,743 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7700 +[2025-02-23 20:50:42,776 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0694 +[2025-02-23 20:50:42,815 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3221 +[2025-02-23 20:50:42,844 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3952 +[2025-02-23 20:50:42,869 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4907 +[2025-02-23 20:50:42,904 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7190 +[2025-02-23 20:50:42,934 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8836 +[2025-02-23 20:50:42,956 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4004 +[2025-02-23 20:50:42,986 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.8142 +[2025-02-23 20:50:43,017 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4366 +[2025-02-23 20:50:43,070 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7287 +[2025-02-23 20:50:43,095 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.2543 +[2025-02-23 20:50:43,133 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4297 +[2025-02-23 20:50:43,168 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.7119 +[2025-02-23 20:50:43,198 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.0900 +[2025-02-23 20:50:43,225 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4432 +[2025-02-23 20:50:43,276 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8322 +[2025-02-23 20:50:43,316 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6463 +[2025-02-23 20:50:43,363 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2560 +[2025-02-23 20:50:43,407 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3145 +[2025-02-23 20:50:43,445 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5664 +[2025-02-23 20:50:43,491 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3787 +[2025-02-23 20:50:43,517 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7915 +[2025-02-23 20:50:43,568 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.7445 +[2025-02-23 20:50:43,592 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4359 +[2025-02-23 20:50:44,707 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:50:44,707 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:50:44,707 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] wall : 0.8426 0.9261 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] floor : 0.9631 0.9840 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] cabinet : 0.5990 0.8107 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] bed : 0.7881 0.8649 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] chair : 0.8904 0.9350 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] sofa : 0.8174 0.9460 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] table : 0.6621 0.8442 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] door : 0.6305 0.7049 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] window : 0.6102 0.7959 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] bookshelf : 0.6868 0.9006 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] picture : 0.3489 0.4227 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] counter : 0.6778 0.8024 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] desk : 0.5559 0.6552 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] curtain : 0.6789 0.7646 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] refridgerator : 0.5938 0.6501 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] shower curtain : 0.6631 0.6973 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] toilet : 0.9378 0.9772 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] sink : 0.6562 0.8028 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] bathtub : 0.8684 0.8917 +[2025-02-23 20:50:44,707 INFO hook.py line 232 2996285] otherfurniture : 0.4939 0.5621 +[2025-02-23 20:50:44,707 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:50:44,707 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6982/0.7969/0.8894. +[2025-02-23 20:50:44,708 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:50:44,715 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:50:44,715 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:51:03,939 INFO hook.py line 109 2996285] Train: [47/100][50/300] Data 0.003 (0.004) Batch 0.256 (0.270) Remain 01:12:37 loss: 0.2684 Lr: 3.62462e-03 +[2025-02-23 20:51:16,786 INFO hook.py line 109 2996285] Train: [47/100][100/300] Data 0.004 (0.004) Batch 0.242 (0.263) Remain 01:10:36 loss: 0.4713 Lr: 3.60844e-03 +[2025-02-23 20:51:29,619 INFO hook.py line 109 2996285] Train: [47/100][150/300] Data 0.004 (0.004) Batch 0.273 (0.261) Remain 01:09:48 loss: 0.4293 Lr: 3.59256e-03 +[2025-02-23 20:51:42,458 INFO hook.py line 109 2996285] Train: [47/100][200/300] Data 0.003 (0.004) Batch 0.274 (0.260) Remain 01:09:18 loss: 0.4679 Lr: 3.57635e-03 +[2025-02-23 20:51:55,286 INFO hook.py line 109 2996285] Train: [47/100][250/300] Data 0.004 (0.004) Batch 0.237 (0.259) Remain 01:08:54 loss: 0.5390 Lr: 3.56011e-03 +[2025-02-23 20:52:06,530 INFO hook.py line 109 2996285] Train: [47/100][300/300] Data 0.001 (0.004) Batch 0.177 (0.253) Remain 01:07:09 loss: 0.5950 Lr: 3.54386e-03 +[2025-02-23 20:52:06,531 INFO misc.py line 135 2996285] Train result: loss: 0.4574 +[2025-02-23 20:52:06,596 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:52:20,663 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0966 +[2025-02-23 20:52:20,804 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.9050 +[2025-02-23 20:52:20,838 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2004 +[2025-02-23 20:52:20,882 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4382 +[2025-02-23 20:52:20,917 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1938 +[2025-02-23 20:52:20,967 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4873 +[2025-02-23 20:52:21,013 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3455 +[2025-02-23 20:52:21,051 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2082 +[2025-02-23 20:52:21,093 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5976 +[2025-02-23 20:52:21,130 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.6121 +[2025-02-23 20:52:21,173 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3619 +[2025-02-23 20:52:21,205 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8386 +[2025-02-23 20:52:21,250 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4644 +[2025-02-23 20:52:21,287 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7514 +[2025-02-23 20:52:21,322 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8662 +[2025-02-23 20:52:21,363 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1573 +[2025-02-23 20:52:21,406 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5525 +[2025-02-23 20:52:21,434 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5916 +[2025-02-23 20:52:21,478 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1618 +[2025-02-23 20:52:21,511 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2642 +[2025-02-23 20:52:21,542 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3608 +[2025-02-23 20:52:21,578 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2791 +[2025-02-23 20:52:21,605 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5281 +[2025-02-23 20:52:21,645 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7765 +[2025-02-23 20:52:21,689 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.0640 +[2025-02-23 20:52:21,725 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6272 +[2025-02-23 20:52:21,771 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1977 +[2025-02-23 20:52:21,817 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2188 +[2025-02-23 20:52:21,844 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2684 +[2025-02-23 20:52:21,896 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3287 +[2025-02-23 20:52:21,949 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2659 +[2025-02-23 20:52:21,990 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3969 +[2025-02-23 20:52:22,042 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1300 +[2025-02-23 20:52:22,077 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.1162 +[2025-02-23 20:52:22,110 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2345 +[2025-02-23 20:52:22,150 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7771 +[2025-02-23 20:52:22,184 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3632 +[2025-02-23 20:52:22,213 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2597 +[2025-02-23 20:52:22,268 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7390 +[2025-02-23 20:52:22,314 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4393 +[2025-02-23 20:52:22,353 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9365 +[2025-02-23 20:52:22,387 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2086 +[2025-02-23 20:52:22,422 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1191 +[2025-02-23 20:52:22,474 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4908 +[2025-02-23 20:52:22,505 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2898 +[2025-02-23 20:52:22,548 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5077 +[2025-02-23 20:52:22,583 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1855 +[2025-02-23 20:52:22,612 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3388 +[2025-02-23 20:52:22,640 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0681 +[2025-02-23 20:52:22,668 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5579 +[2025-02-23 20:52:22,695 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7117 +[2025-02-23 20:52:22,725 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7781 +[2025-02-23 20:52:22,747 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3028 +[2025-02-23 20:52:22,779 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.5188 +[2025-02-23 20:52:22,813 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0588 +[2025-02-23 20:52:22,850 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1623 +[2025-02-23 20:52:22,888 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5989 +[2025-02-23 20:52:22,923 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4480 +[2025-02-23 20:52:22,961 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7446 +[2025-02-23 20:52:22,992 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.8953 +[2025-02-23 20:52:23,014 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4717 +[2025-02-23 20:52:23,044 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6054 +[2025-02-23 20:52:23,076 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2537 +[2025-02-23 20:52:23,130 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0306 +[2025-02-23 20:52:23,153 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0532 +[2025-02-23 20:52:23,190 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6993 +[2025-02-23 20:52:23,225 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3723 +[2025-02-23 20:52:23,254 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6461 +[2025-02-23 20:52:23,281 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3755 +[2025-02-23 20:52:23,333 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.5542 +[2025-02-23 20:52:23,373 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7949 +[2025-02-23 20:52:23,421 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2483 +[2025-02-23 20:52:23,465 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.3008 +[2025-02-23 20:52:23,501 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.4662 +[2025-02-23 20:52:23,546 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6014 +[2025-02-23 20:52:23,573 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4599 +[2025-02-23 20:52:23,623 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3168 +[2025-02-23 20:52:23,647 INFO hook.py line 289 2996285] Test: [78/78] Loss 1.0271 +[2025-02-23 20:52:24,809 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:52:24,809 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:52:24,809 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:52:24,809 INFO hook.py line 232 2996285] wall : 0.8519 0.9460 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] floor : 0.9646 0.9813 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] cabinet : 0.5602 0.7651 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] bed : 0.8003 0.8674 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] chair : 0.8873 0.9369 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] sofa : 0.7731 0.9358 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] table : 0.6653 0.7830 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] door : 0.6467 0.7398 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] window : 0.6238 0.8144 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] bookshelf : 0.7963 0.8480 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] picture : 0.3492 0.4420 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] counter : 0.6304 0.7050 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] desk : 0.6191 0.7730 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] curtain : 0.7139 0.8566 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] refridgerator : 0.5009 0.5257 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] shower curtain : 0.7141 0.7615 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] toilet : 0.9328 0.9856 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] sink : 0.6363 0.7710 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] bathtub : 0.8861 0.9211 +[2025-02-23 20:52:24,810 INFO hook.py line 232 2996285] otherfurniture : 0.4692 0.5397 +[2025-02-23 20:52:24,810 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:52:24,810 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7011/0.7949/0.8926. +[2025-02-23 20:52:24,810 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:52:24,818 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:52:24,818 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:52:43,985 INFO hook.py line 109 2996285] Train: [48/100][50/300] Data 0.004 (0.004) Batch 0.248 (0.265) Remain 01:09:54 loss: 0.5538 Lr: 3.52760e-03 +[2025-02-23 20:52:56,836 INFO hook.py line 109 2996285] Train: [48/100][100/300] Data 0.005 (0.004) Batch 0.276 (0.261) Remain 01:08:39 loss: 0.3714 Lr: 3.51131e-03 +[2025-02-23 20:53:10,092 INFO hook.py line 109 2996285] Train: [48/100][150/300] Data 0.003 (0.004) Batch 0.261 (0.262) Remain 01:08:49 loss: 0.5483 Lr: 3.49501e-03 +[2025-02-23 20:53:22,850 INFO hook.py line 109 2996285] Train: [48/100][200/300] Data 0.003 (0.004) Batch 0.267 (0.260) Remain 01:08:08 loss: 0.7782 Lr: 3.47870e-03 +[2025-02-23 20:53:35,555 INFO hook.py line 109 2996285] Train: [48/100][250/300] Data 0.003 (0.004) Batch 0.269 (0.259) Remain 01:07:35 loss: 0.4950 Lr: 3.46237e-03 +[2025-02-23 20:53:46,724 INFO hook.py line 109 2996285] Train: [48/100][300/300] Data 0.001 (0.003) Batch 0.206 (0.253) Remain 01:05:48 loss: 0.4278 Lr: 3.44603e-03 +[2025-02-23 20:53:46,725 INFO misc.py line 135 2996285] Train result: loss: 0.4621 +[2025-02-23 20:53:46,790 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:54:00,087 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1117 +[2025-02-23 20:54:00,775 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6716 +[2025-02-23 20:54:00,815 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2487 +[2025-02-23 20:54:00,859 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5575 +[2025-02-23 20:54:00,902 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2291 +[2025-02-23 20:54:00,952 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4561 +[2025-02-23 20:54:01,004 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3216 +[2025-02-23 20:54:01,046 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2563 +[2025-02-23 20:54:01,089 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.9494 +[2025-02-23 20:54:01,120 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3080 +[2025-02-23 20:54:01,428 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5947 +[2025-02-23 20:54:01,459 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7522 +[2025-02-23 20:54:01,505 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2753 +[2025-02-23 20:54:01,540 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5684 +[2025-02-23 20:54:01,575 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8693 +[2025-02-23 20:54:01,617 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1108 +[2025-02-23 20:54:01,653 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5545 +[2025-02-23 20:54:01,686 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5305 +[2025-02-23 20:54:01,734 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2626 +[2025-02-23 20:54:01,764 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1565 +[2025-02-23 20:54:01,796 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2918 +[2025-02-23 20:54:01,832 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.5135 +[2025-02-23 20:54:01,858 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6481 +[2025-02-23 20:54:01,898 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9600 +[2025-02-23 20:54:01,935 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5063 +[2025-02-23 20:54:01,975 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4894 +[2025-02-23 20:54:02,029 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7593 +[2025-02-23 20:54:02,062 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3373 +[2025-02-23 20:54:02,096 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2342 +[2025-02-23 20:54:02,148 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3729 +[2025-02-23 20:54:02,201 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4381 +[2025-02-23 20:54:02,231 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.8599 +[2025-02-23 20:54:02,280 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.3150 +[2025-02-23 20:54:02,315 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0999 +[2025-02-23 20:54:02,351 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.5082 +[2025-02-23 20:54:02,386 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0791 +[2025-02-23 20:54:02,424 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6839 +[2025-02-23 20:54:02,450 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1738 +[2025-02-23 20:54:02,506 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.1918 +[2025-02-23 20:54:02,549 INFO hook.py line 289 2996285] Test: [40/78] Loss 0.9930 +[2025-02-23 20:54:02,588 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8919 +[2025-02-23 20:54:02,614 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1451 +[2025-02-23 20:54:02,648 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1340 +[2025-02-23 20:54:02,700 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4081 +[2025-02-23 20:54:02,737 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3659 +[2025-02-23 20:54:02,781 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5578 +[2025-02-23 20:54:02,815 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5475 +[2025-02-23 20:54:02,844 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3597 +[2025-02-23 20:54:02,872 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7802 +[2025-02-23 20:54:02,900 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.2829 +[2025-02-23 20:54:02,925 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7070 +[2025-02-23 20:54:02,954 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6237 +[2025-02-23 20:54:02,975 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5338 +[2025-02-23 20:54:03,008 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9359 +[2025-02-23 20:54:03,042 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0471 +[2025-02-23 20:54:03,081 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.5002 +[2025-02-23 20:54:03,117 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4239 +[2025-02-23 20:54:03,148 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3984 +[2025-02-23 20:54:03,184 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6361 +[2025-02-23 20:54:03,212 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4207 +[2025-02-23 20:54:03,234 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5154 +[2025-02-23 20:54:03,263 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6828 +[2025-02-23 20:54:03,295 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4473 +[2025-02-23 20:54:03,348 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.2667 +[2025-02-23 20:54:03,373 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0505 +[2025-02-23 20:54:03,410 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.2883 +[2025-02-23 20:54:03,445 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2269 +[2025-02-23 20:54:03,474 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9266 +[2025-02-23 20:54:03,501 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3441 +[2025-02-23 20:54:03,551 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1281 +[2025-02-23 20:54:03,590 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7346 +[2025-02-23 20:54:03,638 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2614 +[2025-02-23 20:54:03,683 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1708 +[2025-02-23 20:54:03,721 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9738 +[2025-02-23 20:54:03,767 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.7161 +[2025-02-23 20:54:03,792 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5829 +[2025-02-23 20:54:03,842 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2544 +[2025-02-23 20:54:03,865 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6157 +[2025-02-23 20:54:05,063 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:54:05,064 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:54:05,064 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] wall : 0.8561 0.9420 +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] floor : 0.9630 0.9853 +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] cabinet : 0.6355 0.8033 +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] bed : 0.7778 0.8582 +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] chair : 0.9022 0.9368 +[2025-02-23 20:54:05,064 INFO hook.py line 232 2996285] sofa : 0.8053 0.8917 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] table : 0.7020 0.7941 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] door : 0.6520 0.7865 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] window : 0.6028 0.6745 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] bookshelf : 0.7149 0.8836 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] picture : 0.3450 0.4278 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] counter : 0.6548 0.7779 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] desk : 0.6731 0.8218 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] curtain : 0.6017 0.9209 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] refridgerator : 0.5663 0.5816 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] shower curtain : 0.6625 0.7202 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] toilet : 0.9390 0.9592 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] sink : 0.7099 0.7804 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] bathtub : 0.8787 0.9180 +[2025-02-23 20:54:05,065 INFO hook.py line 232 2996285] otherfurniture : 0.5455 0.6203 +[2025-02-23 20:54:05,065 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:54:05,065 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7094/0.8042/0.8976. +[2025-02-23 20:54:05,066 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:54:05,068 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:54:05,068 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:54:24,481 INFO hook.py line 109 2996285] Train: [49/100][50/300] Data 0.004 (0.004) Batch 0.243 (0.266) Remain 01:08:50 loss: 0.4189 Lr: 3.42967e-03 +[2025-02-23 20:54:37,461 INFO hook.py line 109 2996285] Train: [49/100][100/300] Data 0.005 (0.004) Batch 0.270 (0.263) Remain 01:07:48 loss: 0.4394 Lr: 3.41330e-03 +[2025-02-23 20:54:50,305 INFO hook.py line 109 2996285] Train: [49/100][150/300] Data 0.004 (0.004) Batch 0.267 (0.261) Remain 01:07:06 loss: 0.4006 Lr: 3.39692e-03 +[2025-02-23 20:55:03,393 INFO hook.py line 109 2996285] Train: [49/100][200/300] Data 0.004 (0.004) Batch 0.249 (0.261) Remain 01:06:57 loss: 0.2986 Lr: 3.38053e-03 +[2025-02-23 20:55:16,022 INFO hook.py line 109 2996285] Train: [49/100][250/300] Data 0.004 (0.004) Batch 0.246 (0.259) Remain 01:06:18 loss: 0.5207 Lr: 3.36412e-03 +[2025-02-23 20:55:27,060 INFO hook.py line 109 2996285] Train: [49/100][300/300] Data 0.002 (0.004) Batch 0.191 (0.253) Remain 01:04:26 loss: 0.6228 Lr: 3.34770e-03 +[2025-02-23 20:55:27,061 INFO misc.py line 135 2996285] Train result: loss: 0.4463 +[2025-02-23 20:55:27,127 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:55:40,733 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0913 +[2025-02-23 20:55:41,051 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4467 +[2025-02-23 20:55:41,114 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2808 +[2025-02-23 20:55:41,162 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5882 +[2025-02-23 20:55:41,212 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2846 +[2025-02-23 20:55:41,264 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7237 +[2025-02-23 20:55:41,346 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2958 +[2025-02-23 20:55:41,384 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.5930 +[2025-02-23 20:55:41,428 INFO hook.py line 289 2996285] Test: [9/78] Loss 1.3386 +[2025-02-23 20:55:41,532 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2486 +[2025-02-23 20:55:41,573 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4808 +[2025-02-23 20:55:41,602 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8437 +[2025-02-23 20:55:41,648 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4215 +[2025-02-23 20:55:41,684 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.6087 +[2025-02-23 20:55:41,719 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3388 +[2025-02-23 20:55:41,760 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2768 +[2025-02-23 20:55:41,797 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7002 +[2025-02-23 20:55:41,828 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4647 +[2025-02-23 20:55:41,868 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8332 +[2025-02-23 20:55:41,900 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2790 +[2025-02-23 20:55:41,940 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3338 +[2025-02-23 20:55:41,976 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1040 +[2025-02-23 20:55:42,004 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8481 +[2025-02-23 20:55:42,046 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7933 +[2025-02-23 20:55:42,085 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.3896 +[2025-02-23 20:55:42,122 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6319 +[2025-02-23 20:55:42,168 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.7435 +[2025-02-23 20:55:42,201 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.7586 +[2025-02-23 20:55:42,226 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2530 +[2025-02-23 20:55:42,280 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4932 +[2025-02-23 20:55:42,333 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5466 +[2025-02-23 20:55:42,367 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.5389 +[2025-02-23 20:55:42,416 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1919 +[2025-02-23 20:55:42,452 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0527 +[2025-02-23 20:55:42,486 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.1975 +[2025-02-23 20:55:42,524 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8259 +[2025-02-23 20:55:42,558 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6081 +[2025-02-23 20:55:42,591 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2012 +[2025-02-23 20:55:42,647 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4041 +[2025-02-23 20:55:42,690 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3947 +[2025-02-23 20:55:42,736 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0005 +[2025-02-23 20:55:42,765 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1313 +[2025-02-23 20:55:42,797 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1030 +[2025-02-23 20:55:42,847 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4144 +[2025-02-23 20:55:42,887 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4411 +[2025-02-23 20:55:42,929 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5307 +[2025-02-23 20:55:42,963 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8667 +[2025-02-23 20:55:42,992 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5139 +[2025-02-23 20:55:43,020 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1825 +[2025-02-23 20:55:43,048 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9016 +[2025-02-23 20:55:43,075 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2800 +[2025-02-23 20:55:43,104 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.0491 +[2025-02-23 20:55:43,130 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1859 +[2025-02-23 20:55:43,166 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9645 +[2025-02-23 20:55:43,199 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0417 +[2025-02-23 20:55:43,236 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2156 +[2025-02-23 20:55:43,266 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7091 +[2025-02-23 20:55:43,290 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3358 +[2025-02-23 20:55:43,324 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6934 +[2025-02-23 20:55:43,354 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3136 +[2025-02-23 20:55:43,376 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.9608 +[2025-02-23 20:55:43,406 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6819 +[2025-02-23 20:55:43,440 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0676 +[2025-02-23 20:55:43,494 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9676 +[2025-02-23 20:55:43,523 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0902 +[2025-02-23 20:55:43,563 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4640 +[2025-02-23 20:55:43,598 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5225 +[2025-02-23 20:55:43,628 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8220 +[2025-02-23 20:55:43,654 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4571 +[2025-02-23 20:55:43,705 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0690 +[2025-02-23 20:55:43,745 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0037 +[2025-02-23 20:55:43,793 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5796 +[2025-02-23 20:55:43,838 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.4371 +[2025-02-23 20:55:43,876 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9791 +[2025-02-23 20:55:43,921 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5086 +[2025-02-23 20:55:43,946 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.2652 +[2025-02-23 20:55:43,996 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2636 +[2025-02-23 20:55:44,020 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.9917 +[2025-02-23 20:55:45,176 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:55:45,176 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:55:45,176 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] wall : 0.8364 0.9536 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] floor : 0.9635 0.9826 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] cabinet : 0.6118 0.7943 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] bed : 0.7810 0.8424 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] chair : 0.8743 0.9033 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] sofa : 0.7471 0.9290 +[2025-02-23 20:55:45,176 INFO hook.py line 232 2996285] table : 0.6862 0.7477 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] door : 0.6406 0.7621 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] window : 0.5068 0.5896 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] bookshelf : 0.7756 0.8771 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] picture : 0.3686 0.4539 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] counter : 0.5948 0.8438 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] desk : 0.6036 0.7974 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] curtain : 0.6651 0.7028 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] refridgerator : 0.6050 0.6276 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] shower curtain : 0.6717 0.7164 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] toilet : 0.9379 0.9695 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] sink : 0.6904 0.7534 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] bathtub : 0.8838 0.9327 +[2025-02-23 20:55:45,177 INFO hook.py line 232 2996285] otherfurniture : 0.5415 0.6434 +[2025-02-23 20:55:45,177 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:55:45,177 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6993/0.7911/0.8895. +[2025-02-23 20:55:45,178 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:55:45,187 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:55:45,187 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:56:04,909 INFO hook.py line 109 2996285] Train: [50/100][50/300] Data 0.004 (0.004) Batch 0.264 (0.266) Remain 01:07:33 loss: 0.5571 Lr: 3.33128e-03 +[2025-02-23 20:56:17,657 INFO hook.py line 109 2996285] Train: [50/100][100/300] Data 0.004 (0.004) Batch 0.266 (0.260) Remain 01:05:55 loss: 0.5110 Lr: 3.31484e-03 +[2025-02-23 20:56:30,548 INFO hook.py line 109 2996285] Train: [50/100][150/300] Data 0.003 (0.004) Batch 0.266 (0.259) Remain 01:05:29 loss: 0.5454 Lr: 3.29839e-03 +[2025-02-23 20:56:43,302 INFO hook.py line 109 2996285] Train: [50/100][200/300] Data 0.003 (0.004) Batch 0.251 (0.258) Remain 01:05:00 loss: 0.3387 Lr: 3.28194e-03 +[2025-02-23 20:56:56,142 INFO hook.py line 109 2996285] Train: [50/100][250/300] Data 0.005 (0.004) Batch 0.267 (0.258) Remain 01:04:42 loss: 0.3717 Lr: 3.26547e-03 +[2025-02-23 20:57:07,303 INFO hook.py line 109 2996285] Train: [50/100][300/300] Data 0.001 (0.004) Batch 0.192 (0.252) Remain 01:03:02 loss: 0.5245 Lr: 3.24900e-03 +[2025-02-23 20:57:07,305 INFO misc.py line 135 2996285] Train result: loss: 0.4426 +[2025-02-23 20:57:07,385 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:57:20,196 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0850 +[2025-02-23 20:57:20,915 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3806 +[2025-02-23 20:57:20,961 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1817 +[2025-02-23 20:57:21,741 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4498 +[2025-02-23 20:57:21,782 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2008 +[2025-02-23 20:57:21,839 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.9676 +[2025-02-23 20:57:21,886 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3317 +[2025-02-23 20:57:21,924 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3324 +[2025-02-23 20:57:21,975 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8793 +[2025-02-23 20:57:22,007 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5040 +[2025-02-23 20:57:22,051 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3581 +[2025-02-23 20:57:22,319 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9824 +[2025-02-23 20:57:22,368 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0269 +[2025-02-23 20:57:22,403 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7508 +[2025-02-23 20:57:22,440 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0415 +[2025-02-23 20:57:22,482 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1362 +[2025-02-23 20:57:22,517 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.2948 +[2025-02-23 20:57:22,548 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4530 +[2025-02-23 20:57:22,597 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8292 +[2025-02-23 20:57:22,628 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2302 +[2025-02-23 20:57:22,659 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2436 +[2025-02-23 20:57:22,698 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3623 +[2025-02-23 20:57:22,725 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.4875 +[2025-02-23 20:57:22,765 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7146 +[2025-02-23 20:57:22,808 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8570 +[2025-02-23 20:57:22,845 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4196 +[2025-02-23 20:57:22,891 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7387 +[2025-02-23 20:57:22,922 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2663 +[2025-02-23 20:57:22,953 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2060 +[2025-02-23 20:57:23,006 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2897 +[2025-02-23 20:57:23,058 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2947 +[2025-02-23 20:57:23,089 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2693 +[2025-02-23 20:57:23,140 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1558 +[2025-02-23 20:57:23,174 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8668 +[2025-02-23 20:57:23,208 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2495 +[2025-02-23 20:57:23,243 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6121 +[2025-02-23 20:57:23,277 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4153 +[2025-02-23 20:57:23,307 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2820 +[2025-02-23 20:57:23,362 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4383 +[2025-02-23 20:57:23,407 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3075 +[2025-02-23 20:57:23,446 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9207 +[2025-02-23 20:57:23,472 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1796 +[2025-02-23 20:57:23,513 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1003 +[2025-02-23 20:57:23,564 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4293 +[2025-02-23 20:57:23,595 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4346 +[2025-02-23 20:57:23,640 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4977 +[2025-02-23 20:57:23,674 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8485 +[2025-02-23 20:57:23,703 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4287 +[2025-02-23 20:57:23,737 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5701 +[2025-02-23 20:57:23,765 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8276 +[2025-02-23 20:57:23,791 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0953 +[2025-02-23 20:57:23,821 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6105 +[2025-02-23 20:57:23,843 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2439 +[2025-02-23 20:57:23,874 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8328 +[2025-02-23 20:57:23,908 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0380 +[2025-02-23 20:57:23,944 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1863 +[2025-02-23 20:57:23,972 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5344 +[2025-02-23 20:57:23,994 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3319 +[2025-02-23 20:57:24,029 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6104 +[2025-02-23 20:57:24,059 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5397 +[2025-02-23 20:57:24,081 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4677 +[2025-02-23 20:57:24,111 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5407 +[2025-02-23 20:57:24,143 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.8297 +[2025-02-23 20:57:24,197 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9381 +[2025-02-23 20:57:24,222 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9963 +[2025-02-23 20:57:24,259 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4341 +[2025-02-23 20:57:24,293 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2041 +[2025-02-23 20:57:24,323 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6295 +[2025-02-23 20:57:24,350 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2537 +[2025-02-23 20:57:24,401 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0496 +[2025-02-23 20:57:24,441 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.5996 +[2025-02-23 20:57:24,489 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4122 +[2025-02-23 20:57:24,535 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2260 +[2025-02-23 20:57:24,572 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6173 +[2025-02-23 20:57:24,618 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4238 +[2025-02-23 20:57:24,643 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5702 +[2025-02-23 20:57:24,694 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1595 +[2025-02-23 20:57:24,718 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5130 +[2025-02-23 20:57:25,866 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:57:25,866 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:57:25,866 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] wall : 0.8471 0.9316 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] floor : 0.9632 0.9827 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] cabinet : 0.6017 0.7065 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] bed : 0.8055 0.8721 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] chair : 0.8908 0.9309 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] sofa : 0.7748 0.9407 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] table : 0.7087 0.8207 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] door : 0.6522 0.7902 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] window : 0.6200 0.8005 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] bookshelf : 0.7179 0.8897 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] picture : 0.3499 0.5476 +[2025-02-23 20:57:25,866 INFO hook.py line 232 2996285] counter : 0.6479 0.7870 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] desk : 0.6254 0.8304 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] curtain : 0.7503 0.8645 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] refridgerator : 0.4481 0.4560 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] shower curtain : 0.6935 0.7492 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] toilet : 0.9377 0.9749 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] sink : 0.6856 0.7841 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] bathtub : 0.8915 0.9225 +[2025-02-23 20:57:25,867 INFO hook.py line 232 2996285] otherfurniture : 0.5559 0.6169 +[2025-02-23 20:57:25,867 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:57:25,867 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7084/0.8099/0.8958. +[2025-02-23 20:57:25,867 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:57:25,874 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:57:25,875 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:57:44,466 INFO hook.py line 109 2996285] Train: [51/100][50/300] Data 0.004 (0.004) Batch 0.259 (0.262) Remain 01:05:17 loss: 0.4494 Lr: 3.23252e-03 +[2025-02-23 20:57:57,375 INFO hook.py line 109 2996285] Train: [51/100][100/300] Data 0.005 (0.004) Batch 0.267 (0.260) Remain 01:04:34 loss: 0.2782 Lr: 3.21604e-03 +[2025-02-23 20:58:10,448 INFO hook.py line 109 2996285] Train: [51/100][150/300] Data 0.003 (0.004) Batch 0.249 (0.261) Remain 01:04:29 loss: 0.6095 Lr: 3.19954e-03 +[2025-02-23 20:58:23,360 INFO hook.py line 109 2996285] Train: [51/100][200/300] Data 0.004 (0.004) Batch 0.222 (0.260) Remain 01:04:07 loss: 0.5853 Lr: 3.18304e-03 +[2025-02-23 20:58:36,021 INFO hook.py line 109 2996285] Train: [51/100][250/300] Data 0.002 (0.004) Batch 0.242 (0.259) Remain 01:03:34 loss: 0.4893 Lr: 3.16654e-03 +[2025-02-23 20:58:47,007 INFO hook.py line 109 2996285] Train: [51/100][300/300] Data 0.001 (0.004) Batch 0.199 (0.252) Remain 01:01:45 loss: 0.5306 Lr: 3.15003e-03 +[2025-02-23 20:58:47,008 INFO misc.py line 135 2996285] Train result: loss: 0.4477 +[2025-02-23 20:58:47,071 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 20:59:01,006 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1009 +[2025-02-23 20:59:01,056 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7739 +[2025-02-23 20:59:01,093 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2226 +[2025-02-23 20:59:01,140 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4395 +[2025-02-23 20:59:01,173 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2577 +[2025-02-23 20:59:01,229 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3164 +[2025-02-23 20:59:01,276 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.5452 +[2025-02-23 20:59:01,310 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2008 +[2025-02-23 20:59:01,351 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6590 +[2025-02-23 20:59:01,383 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3489 +[2025-02-23 20:59:01,428 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3450 +[2025-02-23 20:59:01,463 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8045 +[2025-02-23 20:59:01,509 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4471 +[2025-02-23 20:59:01,794 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6562 +[2025-02-23 20:59:01,828 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0503 +[2025-02-23 20:59:01,869 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1244 +[2025-02-23 20:59:01,903 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4966 +[2025-02-23 20:59:01,937 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5098 +[2025-02-23 20:59:01,982 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.3405 +[2025-02-23 20:59:02,026 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3089 +[2025-02-23 20:59:02,059 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3066 +[2025-02-23 20:59:02,095 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3245 +[2025-02-23 20:59:02,122 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7215 +[2025-02-23 20:59:02,164 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7897 +[2025-02-23 20:59:02,203 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7581 +[2025-02-23 20:59:02,240 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5891 +[2025-02-23 20:59:02,287 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.6102 +[2025-02-23 20:59:02,319 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3343 +[2025-02-23 20:59:02,345 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2443 +[2025-02-23 20:59:02,397 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3258 +[2025-02-23 20:59:02,450 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4501 +[2025-02-23 20:59:02,485 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3269 +[2025-02-23 20:59:02,540 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1288 +[2025-02-23 20:59:02,576 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8724 +[2025-02-23 20:59:02,609 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2189 +[2025-02-23 20:59:02,648 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8173 +[2025-02-23 20:59:02,684 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5164 +[2025-02-23 20:59:02,715 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2027 +[2025-02-23 20:59:02,771 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3834 +[2025-02-23 20:59:02,812 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2655 +[2025-02-23 20:59:02,851 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9611 +[2025-02-23 20:59:02,878 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.2647 +[2025-02-23 20:59:02,910 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1477 +[2025-02-23 20:59:02,961 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4112 +[2025-02-23 20:59:02,991 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4945 +[2025-02-23 20:59:03,037 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5963 +[2025-02-23 20:59:03,072 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.3977 +[2025-02-23 20:59:03,101 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2934 +[2025-02-23 20:59:03,130 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7360 +[2025-02-23 20:59:03,159 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6498 +[2025-02-23 20:59:03,184 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7686 +[2025-02-23 20:59:03,213 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7258 +[2025-02-23 20:59:03,236 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2386 +[2025-02-23 20:59:03,266 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.4117 +[2025-02-23 20:59:03,300 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0366 +[2025-02-23 20:59:03,338 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1710 +[2025-02-23 20:59:03,368 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5733 +[2025-02-23 20:59:03,392 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3716 +[2025-02-23 20:59:03,427 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8033 +[2025-02-23 20:59:03,457 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3257 +[2025-02-23 20:59:03,479 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4779 +[2025-02-23 20:59:03,508 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5151 +[2025-02-23 20:59:03,539 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2102 +[2025-02-23 20:59:03,592 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8581 +[2025-02-23 20:59:03,618 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.2684 +[2025-02-23 20:59:03,655 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4945 +[2025-02-23 20:59:03,691 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.5427 +[2025-02-23 20:59:03,721 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6020 +[2025-02-23 20:59:03,748 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.4319 +[2025-02-23 20:59:03,799 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0870 +[2025-02-23 20:59:03,839 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8339 +[2025-02-23 20:59:03,886 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2734 +[2025-02-23 20:59:03,931 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2178 +[2025-02-23 20:59:03,969 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.4067 +[2025-02-23 20:59:04,015 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2759 +[2025-02-23 20:59:04,040 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6104 +[2025-02-23 20:59:04,090 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2219 +[2025-02-23 20:59:04,114 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4522 +[2025-02-23 20:59:05,301 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 20:59:05,302 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 20:59:05,302 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 20:59:05,302 INFO hook.py line 232 2996285] wall : 0.8606 0.9381 +[2025-02-23 20:59:05,302 INFO hook.py line 232 2996285] floor : 0.9642 0.9822 +[2025-02-23 20:59:05,302 INFO hook.py line 232 2996285] cabinet : 0.6046 0.7178 +[2025-02-23 20:59:05,302 INFO hook.py line 232 2996285] bed : 0.8128 0.8525 +[2025-02-23 20:59:05,302 INFO hook.py line 232 2996285] chair : 0.8909 0.9174 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] sofa : 0.7732 0.9441 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] table : 0.7283 0.8491 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] door : 0.6351 0.7915 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] window : 0.6297 0.8227 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] bookshelf : 0.7816 0.8583 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] picture : 0.3399 0.4383 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] counter : 0.6211 0.7090 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] desk : 0.6432 0.7761 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] curtain : 0.6165 0.6714 +[2025-02-23 20:59:05,303 INFO hook.py line 232 2996285] refridgerator : 0.4878 0.5037 +[2025-02-23 20:59:05,304 INFO hook.py line 232 2996285] shower curtain : 0.5837 0.8865 +[2025-02-23 20:59:05,304 INFO hook.py line 232 2996285] toilet : 0.9224 0.9750 +[2025-02-23 20:59:05,304 INFO hook.py line 232 2996285] sink : 0.6555 0.7537 +[2025-02-23 20:59:05,304 INFO hook.py line 232 2996285] bathtub : 0.8839 0.9394 +[2025-02-23 20:59:05,304 INFO hook.py line 232 2996285] otherfurniture : 0.5678 0.7327 +[2025-02-23 20:59:05,304 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 20:59:05,304 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7001/0.8030/0.8980. +[2025-02-23 20:59:05,305 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 20:59:05,313 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7104 +[2025-02-23 20:59:05,313 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 20:59:24,845 INFO hook.py line 109 2996285] Train: [52/100][50/300] Data 0.003 (0.004) Batch 0.273 (0.269) Remain 01:05:42 loss: 0.4413 Lr: 3.13351e-03 +[2025-02-23 20:59:37,912 INFO hook.py line 109 2996285] Train: [52/100][100/300] Data 0.006 (0.004) Batch 0.252 (0.265) Remain 01:04:30 loss: 0.7672 Lr: 3.11699e-03 +[2025-02-23 20:59:50,731 INFO hook.py line 109 2996285] Train: [52/100][150/300] Data 0.003 (0.004) Batch 0.244 (0.262) Remain 01:03:33 loss: 0.4848 Lr: 3.10047e-03 +[2025-02-23 21:00:03,582 INFO hook.py line 109 2996285] Train: [52/100][200/300] Data 0.003 (0.004) Batch 0.253 (0.261) Remain 01:03:02 loss: 0.4518 Lr: 3.08395e-03 +[2025-02-23 21:00:16,506 INFO hook.py line 109 2996285] Train: [52/100][250/300] Data 0.003 (0.004) Batch 0.259 (0.260) Remain 01:02:42 loss: 0.3778 Lr: 3.06742e-03 +[2025-02-23 21:00:27,538 INFO hook.py line 109 2996285] Train: [52/100][300/300] Data 0.001 (0.004) Batch 0.184 (0.254) Remain 01:00:52 loss: 0.4703 Lr: 3.05089e-03 +[2025-02-23 21:00:27,538 INFO misc.py line 135 2996285] Train result: loss: 0.4373 +[2025-02-23 21:00:27,616 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:00:40,365 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0873 +[2025-02-23 21:00:41,238 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3632 +[2025-02-23 21:00:41,292 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2035 +[2025-02-23 21:00:41,346 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5047 +[2025-02-23 21:00:41,609 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1752 +[2025-02-23 21:00:41,660 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8963 +[2025-02-23 21:00:41,757 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3944 +[2025-02-23 21:00:41,788 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1999 +[2025-02-23 21:00:41,833 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7129 +[2025-02-23 21:00:41,863 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2450 +[2025-02-23 21:00:41,909 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4078 +[2025-02-23 21:00:42,182 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9587 +[2025-02-23 21:00:42,227 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1713 +[2025-02-23 21:00:42,264 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.8372 +[2025-02-23 21:00:42,306 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9543 +[2025-02-23 21:00:42,347 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0607 +[2025-02-23 21:00:42,382 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6096 +[2025-02-23 21:00:42,414 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4692 +[2025-02-23 21:00:42,453 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0679 +[2025-02-23 21:00:42,487 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0560 +[2025-02-23 21:00:42,519 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2139 +[2025-02-23 21:00:42,555 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1245 +[2025-02-23 21:00:42,594 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6545 +[2025-02-23 21:00:42,635 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8141 +[2025-02-23 21:00:42,673 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9277 +[2025-02-23 21:00:42,712 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6206 +[2025-02-23 21:00:42,759 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2048 +[2025-02-23 21:00:42,788 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3696 +[2025-02-23 21:00:42,815 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2416 +[2025-02-23 21:00:42,868 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4954 +[2025-02-23 21:00:42,920 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2953 +[2025-02-23 21:00:42,952 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2471 +[2025-02-23 21:00:43,002 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1829 +[2025-02-23 21:00:43,036 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7670 +[2025-02-23 21:00:43,069 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2220 +[2025-02-23 21:00:43,103 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7001 +[2025-02-23 21:00:43,138 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5152 +[2025-02-23 21:00:43,172 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2108 +[2025-02-23 21:00:43,228 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5465 +[2025-02-23 21:00:43,275 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1342 +[2025-02-23 21:00:43,314 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8692 +[2025-02-23 21:00:43,340 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1975 +[2025-02-23 21:00:43,374 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1146 +[2025-02-23 21:00:43,430 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4767 +[2025-02-23 21:00:43,460 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4635 +[2025-02-23 21:00:43,506 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5513 +[2025-02-23 21:00:43,543 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.9260 +[2025-02-23 21:00:43,573 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3907 +[2025-02-23 21:00:43,603 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8429 +[2025-02-23 21:00:43,632 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7811 +[2025-02-23 21:00:43,658 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6932 +[2025-02-23 21:00:43,687 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7122 +[2025-02-23 21:00:43,709 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1806 +[2025-02-23 21:00:43,740 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8682 +[2025-02-23 21:00:43,772 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0340 +[2025-02-23 21:00:43,810 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1671 +[2025-02-23 21:00:43,839 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5914 +[2025-02-23 21:00:43,863 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3420 +[2025-02-23 21:00:43,899 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6787 +[2025-02-23 21:00:43,929 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3594 +[2025-02-23 21:00:43,952 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5501 +[2025-02-23 21:00:43,982 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7537 +[2025-02-23 21:00:44,014 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1089 +[2025-02-23 21:00:44,067 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7574 +[2025-02-23 21:00:44,090 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8891 +[2025-02-23 21:00:44,127 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6120 +[2025-02-23 21:00:44,163 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2362 +[2025-02-23 21:00:44,192 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7566 +[2025-02-23 21:00:44,219 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2746 +[2025-02-23 21:00:44,270 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7927 +[2025-02-23 21:00:44,310 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6447 +[2025-02-23 21:00:44,357 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3739 +[2025-02-23 21:00:44,401 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1803 +[2025-02-23 21:00:44,438 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8646 +[2025-02-23 21:00:44,485 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5265 +[2025-02-23 21:00:44,511 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4471 +[2025-02-23 21:00:44,562 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1876 +[2025-02-23 21:00:44,586 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5108 +[2025-02-23 21:00:45,795 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:00:45,795 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:00:45,795 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] wall : 0.8480 0.9538 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] floor : 0.9630 0.9844 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] cabinet : 0.6312 0.7550 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] bed : 0.8107 0.8385 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] chair : 0.9106 0.9523 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] sofa : 0.8631 0.9436 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] table : 0.7308 0.8063 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] door : 0.6242 0.6961 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] window : 0.6225 0.8073 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] bookshelf : 0.7979 0.8722 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] picture : 0.3484 0.4609 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] counter : 0.5865 0.7801 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] desk : 0.6455 0.8122 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] curtain : 0.7338 0.8173 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] refridgerator : 0.5669 0.6042 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] shower curtain : 0.6118 0.6458 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] toilet : 0.9371 0.9792 +[2025-02-23 21:00:45,796 INFO hook.py line 232 2996285] sink : 0.6621 0.7554 +[2025-02-23 21:00:45,797 INFO hook.py line 232 2996285] bathtub : 0.8822 0.9112 +[2025-02-23 21:00:45,797 INFO hook.py line 232 2996285] otherfurniture : 0.5381 0.6380 +[2025-02-23 21:00:45,797 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:00:45,797 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7157/0.8007/0.9005. +[2025-02-23 21:00:45,797 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:00:45,802 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7157 +[2025-02-23 21:00:45,803 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:00:45,803 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:01:05,131 INFO hook.py line 109 2996285] Train: [53/100][50/300] Data 0.004 (0.004) Batch 0.245 (0.262) Remain 01:02:38 loss: 0.3729 Lr: 3.03436e-03 +[2025-02-23 21:01:17,926 INFO hook.py line 109 2996285] Train: [53/100][100/300] Data 0.003 (0.004) Batch 0.265 (0.259) Remain 01:01:40 loss: 0.5141 Lr: 3.01782e-03 +[2025-02-23 21:01:30,496 INFO hook.py line 109 2996285] Train: [53/100][150/300] Data 0.004 (0.004) Batch 0.254 (0.256) Remain 01:00:52 loss: 0.4425 Lr: 3.00129e-03 +[2025-02-23 21:01:43,218 INFO hook.py line 109 2996285] Train: [53/100][200/300] Data 0.004 (0.004) Batch 0.268 (0.256) Remain 01:00:32 loss: 0.4571 Lr: 2.98476e-03 +[2025-02-23 21:01:55,951 INFO hook.py line 109 2996285] Train: [53/100][250/300] Data 0.006 (0.004) Batch 0.268 (0.256) Remain 01:00:16 loss: 0.3085 Lr: 2.96823e-03 +[2025-02-23 21:02:07,039 INFO hook.py line 109 2996285] Train: [53/100][300/300] Data 0.001 (0.003) Batch 0.177 (0.250) Remain 00:58:43 loss: 0.4709 Lr: 2.95169e-03 +[2025-02-23 21:02:07,039 INFO misc.py line 135 2996285] Train result: loss: 0.4253 +[2025-02-23 21:02:07,128 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:02:20,614 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0807 +[2025-02-23 21:02:20,836 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3177 +[2025-02-23 21:02:20,878 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1980 +[2025-02-23 21:02:20,934 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4298 +[2025-02-23 21:02:20,979 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1580 +[2025-02-23 21:02:21,053 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6279 +[2025-02-23 21:02:21,100 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3056 +[2025-02-23 21:02:21,139 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2979 +[2025-02-23 21:02:21,182 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8162 +[2025-02-23 21:02:21,420 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2767 +[2025-02-23 21:02:21,465 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3365 +[2025-02-23 21:02:21,591 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7203 +[2025-02-23 21:02:21,637 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.3899 +[2025-02-23 21:02:21,678 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9863 +[2025-02-23 21:02:21,712 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1028 +[2025-02-23 21:02:21,754 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0775 +[2025-02-23 21:02:21,790 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5016 +[2025-02-23 21:02:21,820 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7057 +[2025-02-23 21:02:21,871 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8482 +[2025-02-23 21:02:21,900 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2992 +[2025-02-23 21:02:21,933 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2158 +[2025-02-23 21:02:21,972 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0976 +[2025-02-23 21:02:22,010 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7548 +[2025-02-23 21:02:22,057 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7614 +[2025-02-23 21:02:22,102 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5236 +[2025-02-23 21:02:22,142 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3983 +[2025-02-23 21:02:22,189 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1451 +[2025-02-23 21:02:22,220 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3267 +[2025-02-23 21:02:22,258 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2078 +[2025-02-23 21:02:22,310 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3608 +[2025-02-23 21:02:22,363 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3426 +[2025-02-23 21:02:22,395 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3795 +[2025-02-23 21:02:22,445 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1510 +[2025-02-23 21:02:22,479 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7876 +[2025-02-23 21:02:22,514 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2181 +[2025-02-23 21:02:22,548 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6967 +[2025-02-23 21:02:22,586 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3548 +[2025-02-23 21:02:22,620 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1654 +[2025-02-23 21:02:22,680 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5861 +[2025-02-23 21:02:22,722 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2798 +[2025-02-23 21:02:22,761 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8638 +[2025-02-23 21:02:22,787 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1250 +[2025-02-23 21:02:22,819 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1151 +[2025-02-23 21:02:22,870 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3490 +[2025-02-23 21:02:22,911 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4063 +[2025-02-23 21:02:22,960 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5140 +[2025-02-23 21:02:22,995 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8907 +[2025-02-23 21:02:23,024 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3134 +[2025-02-23 21:02:23,053 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7061 +[2025-02-23 21:02:23,081 INFO hook.py line 289 2996285] Test: [50/78] Loss 1.3776 +[2025-02-23 21:02:23,108 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0755 +[2025-02-23 21:02:23,139 INFO hook.py line 289 2996285] Test: [52/78] Loss 1.1956 +[2025-02-23 21:02:23,161 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2055 +[2025-02-23 21:02:23,193 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0036 +[2025-02-23 21:02:23,226 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0434 +[2025-02-23 21:02:23,263 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1429 +[2025-02-23 21:02:23,292 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5346 +[2025-02-23 21:02:23,315 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3134 +[2025-02-23 21:02:23,350 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7714 +[2025-02-23 21:02:23,380 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6991 +[2025-02-23 21:02:23,403 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4819 +[2025-02-23 21:02:23,433 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6102 +[2025-02-23 21:02:23,466 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.5499 +[2025-02-23 21:02:23,521 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8847 +[2025-02-23 21:02:23,545 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8182 +[2025-02-23 21:02:23,581 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3629 +[2025-02-23 21:02:23,616 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2625 +[2025-02-23 21:02:23,644 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9285 +[2025-02-23 21:02:23,672 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3183 +[2025-02-23 21:02:23,724 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9034 +[2025-02-23 21:02:23,765 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6779 +[2025-02-23 21:02:23,813 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4605 +[2025-02-23 21:02:23,857 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2038 +[2025-02-23 21:02:23,894 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.6634 +[2025-02-23 21:02:23,939 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4653 +[2025-02-23 21:02:23,964 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7084 +[2025-02-23 21:02:24,015 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2526 +[2025-02-23 21:02:24,039 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4904 +[2025-02-23 21:02:25,189 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:02:25,190 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:02:25,190 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] wall : 0.8557 0.9497 +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] floor : 0.9630 0.9847 +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] cabinet : 0.6630 0.8098 +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] bed : 0.8125 0.8582 +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] chair : 0.8995 0.9487 +[2025-02-23 21:02:25,190 INFO hook.py line 232 2996285] sofa : 0.8142 0.9283 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] table : 0.7221 0.8116 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] door : 0.6448 0.7642 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] window : 0.6324 0.7573 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] bookshelf : 0.7918 0.8641 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] picture : 0.3672 0.4709 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] counter : 0.5862 0.7171 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] desk : 0.6351 0.8221 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] curtain : 0.7185 0.8257 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] refridgerator : 0.6160 0.6888 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] shower curtain : 0.4956 0.5411 +[2025-02-23 21:02:25,191 INFO hook.py line 232 2996285] toilet : 0.9414 0.9584 +[2025-02-23 21:02:25,192 INFO hook.py line 232 2996285] sink : 0.6783 0.7255 +[2025-02-23 21:02:25,192 INFO hook.py line 232 2996285] bathtub : 0.8910 0.9069 +[2025-02-23 21:02:25,192 INFO hook.py line 232 2996285] otherfurniture : 0.5698 0.6443 +[2025-02-23 21:02:25,192 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:02:25,192 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7149/0.7989/0.9028. +[2025-02-23 21:02:25,194 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:02:25,202 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:02:25,203 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:02:44,198 INFO hook.py line 109 2996285] Train: [54/100][50/300] Data 0.002 (0.004) Batch 0.233 (0.273) Remain 01:03:59 loss: 0.4031 Lr: 2.93516e-03 +[2025-02-23 21:02:57,045 INFO hook.py line 109 2996285] Train: [54/100][100/300] Data 0.004 (0.004) Batch 0.266 (0.265) Remain 01:01:48 loss: 0.3683 Lr: 2.91864e-03 +[2025-02-23 21:03:09,840 INFO hook.py line 109 2996285] Train: [54/100][150/300] Data 0.005 (0.004) Batch 0.234 (0.262) Remain 01:00:52 loss: 0.3656 Lr: 2.90211e-03 +[2025-02-23 21:03:22,705 INFO hook.py line 109 2996285] Train: [54/100][200/300] Data 0.004 (0.004) Batch 0.256 (0.261) Remain 01:00:23 loss: 0.5022 Lr: 2.88559e-03 +[2025-02-23 21:03:35,399 INFO hook.py line 109 2996285] Train: [54/100][250/300] Data 0.003 (0.004) Batch 0.242 (0.259) Remain 00:59:51 loss: 0.2676 Lr: 2.86907e-03 +[2025-02-23 21:03:46,633 INFO hook.py line 109 2996285] Train: [54/100][300/300] Data 0.001 (0.004) Batch 0.195 (0.253) Remain 00:58:17 loss: 0.3485 Lr: 2.85255e-03 +[2025-02-23 21:03:46,633 INFO misc.py line 135 2996285] Train result: loss: 0.4219 +[2025-02-23 21:03:46,707 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:04:00,166 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1012 +[2025-02-23 21:04:00,311 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4379 +[2025-02-23 21:04:00,355 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2056 +[2025-02-23 21:04:00,608 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4410 +[2025-02-23 21:04:00,894 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2060 +[2025-02-23 21:04:00,953 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7475 +[2025-02-23 21:04:01,008 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2637 +[2025-02-23 21:04:01,040 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.6131 +[2025-02-23 21:04:01,080 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8434 +[2025-02-23 21:04:01,114 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2706 +[2025-02-23 21:04:01,158 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4803 +[2025-02-23 21:04:01,190 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8407 +[2025-02-23 21:04:01,235 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5307 +[2025-02-23 21:04:01,275 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9875 +[2025-02-23 21:04:01,310 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9163 +[2025-02-23 21:04:01,355 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0686 +[2025-02-23 21:04:01,391 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4368 +[2025-02-23 21:04:01,422 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7717 +[2025-02-23 21:04:01,466 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7100 +[2025-02-23 21:04:01,497 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0766 +[2025-02-23 21:04:01,529 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2684 +[2025-02-23 21:04:01,565 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.5201 +[2025-02-23 21:04:01,590 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7216 +[2025-02-23 21:04:01,630 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7627 +[2025-02-23 21:04:01,669 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7699 +[2025-02-23 21:04:01,707 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4434 +[2025-02-23 21:04:01,753 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3946 +[2025-02-23 21:04:01,784 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2203 +[2025-02-23 21:04:01,810 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2539 +[2025-02-23 21:04:01,863 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2656 +[2025-02-23 21:04:01,916 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3250 +[2025-02-23 21:04:01,948 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3265 +[2025-02-23 21:04:01,999 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2093 +[2025-02-23 21:04:02,034 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0128 +[2025-02-23 21:04:02,068 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2484 +[2025-02-23 21:04:02,105 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8663 +[2025-02-23 21:04:02,139 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4346 +[2025-02-23 21:04:02,166 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2515 +[2025-02-23 21:04:02,221 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5222 +[2025-02-23 21:04:02,266 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1065 +[2025-02-23 21:04:02,305 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8407 +[2025-02-23 21:04:02,342 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1426 +[2025-02-23 21:04:02,382 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1878 +[2025-02-23 21:04:02,433 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5254 +[2025-02-23 21:04:02,461 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5380 +[2025-02-23 21:04:02,505 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4646 +[2025-02-23 21:04:02,540 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1973 +[2025-02-23 21:04:02,569 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4042 +[2025-02-23 21:04:02,598 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0879 +[2025-02-23 21:04:02,626 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5712 +[2025-02-23 21:04:02,654 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2986 +[2025-02-23 21:04:02,685 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7985 +[2025-02-23 21:04:02,707 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3871 +[2025-02-23 21:04:02,738 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0313 +[2025-02-23 21:04:02,772 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0425 +[2025-02-23 21:04:02,809 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1875 +[2025-02-23 21:04:02,837 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4025 +[2025-02-23 21:04:02,860 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5618 +[2025-02-23 21:04:02,894 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7554 +[2025-02-23 21:04:02,924 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6264 +[2025-02-23 21:04:02,946 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4737 +[2025-02-23 21:04:02,976 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4354 +[2025-02-23 21:04:03,009 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6647 +[2025-02-23 21:04:03,063 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7450 +[2025-02-23 21:04:03,088 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9453 +[2025-02-23 21:04:03,125 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.2616 +[2025-02-23 21:04:03,159 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3609 +[2025-02-23 21:04:03,187 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7125 +[2025-02-23 21:04:03,213 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2797 +[2025-02-23 21:04:03,264 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6551 +[2025-02-23 21:04:03,305 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8612 +[2025-02-23 21:04:03,353 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5205 +[2025-02-23 21:04:03,398 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2721 +[2025-02-23 21:04:03,436 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9991 +[2025-02-23 21:04:03,480 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4136 +[2025-02-23 21:04:03,505 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5838 +[2025-02-23 21:04:03,555 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2026 +[2025-02-23 21:04:03,580 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5342 +[2025-02-23 21:04:04,755 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:04:04,755 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:04:04,755 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] wall : 0.8551 0.9422 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] floor : 0.9608 0.9878 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] cabinet : 0.6316 0.7665 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] bed : 0.7867 0.8789 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] chair : 0.9063 0.9490 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] sofa : 0.8431 0.9198 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] table : 0.6959 0.7412 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] door : 0.6684 0.7658 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] window : 0.6017 0.7597 +[2025-02-23 21:04:04,756 INFO hook.py line 232 2996285] bookshelf : 0.8146 0.9170 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] picture : 0.3780 0.4551 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] counter : 0.6218 0.8241 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] desk : 0.5797 0.9323 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] curtain : 0.7335 0.8468 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] refridgerator : 0.5503 0.6241 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] shower curtain : 0.5020 0.5253 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] toilet : 0.9451 0.9830 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] sink : 0.6835 0.7993 +[2025-02-23 21:04:04,757 INFO hook.py line 232 2996285] bathtub : 0.8853 0.9242 +[2025-02-23 21:04:04,758 INFO hook.py line 232 2996285] otherfurniture : 0.5920 0.6358 +[2025-02-23 21:04:04,758 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:04:04,758 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7118/0.8089/0.9013. +[2025-02-23 21:04:04,759 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:04:04,765 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:04:04,766 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:04:23,425 INFO hook.py line 109 2996285] Train: [55/100][50/300] Data 0.004 (0.004) Batch 0.255 (0.261) Remain 00:59:44 loss: 0.3658 Lr: 2.83604e-03 +[2025-02-23 21:04:36,208 INFO hook.py line 109 2996285] Train: [55/100][100/300] Data 0.005 (0.004) Batch 0.246 (0.258) Remain 00:58:55 loss: 0.4782 Lr: 2.81954e-03 +[2025-02-23 21:04:48,779 INFO hook.py line 109 2996285] Train: [55/100][150/300] Data 0.003 (0.003) Batch 0.281 (0.256) Remain 00:58:11 loss: 0.4208 Lr: 2.80304e-03 +[2025-02-23 21:05:01,356 INFO hook.py line 109 2996285] Train: [55/100][200/300] Data 0.005 (0.004) Batch 0.265 (0.255) Remain 00:57:44 loss: 0.6153 Lr: 2.78654e-03 +[2025-02-23 21:05:13,972 INFO hook.py line 109 2996285] Train: [55/100][250/300] Data 0.005 (0.004) Batch 0.261 (0.254) Remain 00:57:24 loss: 0.4134 Lr: 2.77006e-03 +[2025-02-23 21:05:25,569 INFO hook.py line 109 2996285] Train: [55/100][300/300] Data 0.002 (0.003) Batch 0.188 (0.250) Remain 00:56:21 loss: 0.5089 Lr: 2.75358e-03 +[2025-02-23 21:05:25,570 INFO misc.py line 135 2996285] Train result: loss: 0.4153 +[2025-02-23 21:05:25,644 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:05:39,386 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1140 +[2025-02-23 21:05:39,438 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3821 +[2025-02-23 21:05:39,490 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3066 +[2025-02-23 21:05:39,539 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4778 +[2025-02-23 21:05:39,579 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1876 +[2025-02-23 21:05:40,008 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3964 +[2025-02-23 21:05:40,054 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3665 +[2025-02-23 21:05:40,086 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2201 +[2025-02-23 21:05:40,131 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7512 +[2025-02-23 21:05:40,166 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2464 +[2025-02-23 21:05:40,229 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3889 +[2025-02-23 21:05:40,259 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0281 +[2025-02-23 21:05:40,304 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.9048 +[2025-02-23 21:05:40,340 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7551 +[2025-02-23 21:05:40,375 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.5609 +[2025-02-23 21:05:40,417 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0936 +[2025-02-23 21:05:40,453 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4015 +[2025-02-23 21:05:40,487 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6314 +[2025-02-23 21:05:40,528 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7148 +[2025-02-23 21:05:40,562 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2614 +[2025-02-23 21:05:40,594 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2156 +[2025-02-23 21:05:40,629 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4435 +[2025-02-23 21:05:40,654 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.4940 +[2025-02-23 21:05:40,698 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7707 +[2025-02-23 21:05:40,736 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8644 +[2025-02-23 21:05:40,784 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.8605 +[2025-02-23 21:05:40,837 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7709 +[2025-02-23 21:05:40,869 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3231 +[2025-02-23 21:05:40,901 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2332 +[2025-02-23 21:05:40,953 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3327 +[2025-02-23 21:05:41,006 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4863 +[2025-02-23 21:05:41,037 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3006 +[2025-02-23 21:05:41,086 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1495 +[2025-02-23 21:05:41,121 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.6876 +[2025-02-23 21:05:41,154 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2257 +[2025-02-23 21:05:41,187 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7417 +[2025-02-23 21:05:41,222 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3649 +[2025-02-23 21:05:41,251 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2566 +[2025-02-23 21:05:41,313 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.0149 +[2025-02-23 21:05:41,354 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3131 +[2025-02-23 21:05:41,396 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8436 +[2025-02-23 21:05:41,420 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1508 +[2025-02-23 21:05:41,455 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1274 +[2025-02-23 21:05:41,508 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3403 +[2025-02-23 21:05:41,541 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5656 +[2025-02-23 21:05:41,589 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4740 +[2025-02-23 21:05:41,624 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.3667 +[2025-02-23 21:05:41,653 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3775 +[2025-02-23 21:05:41,681 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.8678 +[2025-02-23 21:05:41,709 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8794 +[2025-02-23 21:05:41,735 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9430 +[2025-02-23 21:05:41,765 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6611 +[2025-02-23 21:05:41,789 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2028 +[2025-02-23 21:05:41,819 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.7798 +[2025-02-23 21:05:41,852 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0497 +[2025-02-23 21:05:41,889 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1606 +[2025-02-23 21:05:41,918 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4991 +[2025-02-23 21:05:41,942 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5400 +[2025-02-23 21:05:41,978 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6967 +[2025-02-23 21:05:42,007 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5297 +[2025-02-23 21:05:42,029 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5630 +[2025-02-23 21:05:42,059 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7366 +[2025-02-23 21:05:42,091 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0908 +[2025-02-23 21:05:42,144 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8879 +[2025-02-23 21:05:42,168 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.7975 +[2025-02-23 21:05:42,205 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5519 +[2025-02-23 21:05:42,241 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3206 +[2025-02-23 21:05:42,271 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8733 +[2025-02-23 21:05:42,298 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2589 +[2025-02-23 21:05:42,350 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.3739 +[2025-02-23 21:05:42,390 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6109 +[2025-02-23 21:05:42,437 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4517 +[2025-02-23 21:05:42,482 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2060 +[2025-02-23 21:05:42,520 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5725 +[2025-02-23 21:05:42,565 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3072 +[2025-02-23 21:05:42,591 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7826 +[2025-02-23 21:05:42,641 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3481 +[2025-02-23 21:05:42,666 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5913 +[2025-02-23 21:05:43,801 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:05:43,801 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:05:43,801 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] wall : 0.8492 0.9433 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] floor : 0.9645 0.9823 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] cabinet : 0.6443 0.7336 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] bed : 0.8118 0.8576 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] chair : 0.9098 0.9552 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] sofa : 0.8600 0.9307 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] table : 0.7250 0.8209 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] door : 0.6414 0.8006 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] window : 0.5959 0.6864 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] bookshelf : 0.8058 0.8667 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] picture : 0.3533 0.4209 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] counter : 0.6747 0.7774 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] desk : 0.6456 0.7976 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] curtain : 0.6691 0.9163 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] refridgerator : 0.6030 0.6743 +[2025-02-23 21:05:43,801 INFO hook.py line 232 2996285] shower curtain : 0.4602 0.5141 +[2025-02-23 21:05:43,802 INFO hook.py line 232 2996285] toilet : 0.9077 0.9739 +[2025-02-23 21:05:43,802 INFO hook.py line 232 2996285] sink : 0.6709 0.7987 +[2025-02-23 21:05:43,802 INFO hook.py line 232 2996285] bathtub : 0.9040 0.9316 +[2025-02-23 21:05:43,802 INFO hook.py line 232 2996285] otherfurniture : 0.5761 0.7049 +[2025-02-23 21:05:43,802 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:05:43,802 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7136/0.8044/0.9014. +[2025-02-23 21:05:43,802 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:05:43,807 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:05:43,807 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:06:02,948 INFO hook.py line 109 2996285] Train: [56/100][50/300] Data 0.003 (0.004) Batch 0.231 (0.273) Remain 01:01:14 loss: 0.3272 Lr: 2.73743e-03 +[2025-02-23 21:06:15,857 INFO hook.py line 109 2996285] Train: [56/100][100/300] Data 0.003 (0.004) Batch 0.255 (0.265) Remain 00:59:16 loss: 0.3924 Lr: 2.72097e-03 +[2025-02-23 21:06:28,685 INFO hook.py line 109 2996285] Train: [56/100][150/300] Data 0.003 (0.004) Batch 0.241 (0.262) Remain 00:58:23 loss: 0.3509 Lr: 2.70451e-03 +[2025-02-23 21:06:41,620 INFO hook.py line 109 2996285] Train: [56/100][200/300] Data 0.004 (0.004) Batch 0.241 (0.261) Remain 00:57:57 loss: 0.5430 Lr: 2.68806e-03 +[2025-02-23 21:06:54,321 INFO hook.py line 109 2996285] Train: [56/100][250/300] Data 0.003 (0.004) Batch 0.284 (0.260) Remain 00:57:24 loss: 0.3337 Lr: 2.67162e-03 +[2025-02-23 21:07:05,343 INFO hook.py line 109 2996285] Train: [56/100][300/300] Data 0.001 (0.003) Batch 0.211 (0.253) Remain 00:55:43 loss: 0.4208 Lr: 2.65519e-03 +[2025-02-23 21:07:05,344 INFO misc.py line 135 2996285] Train result: loss: 0.4034 +[2025-02-23 21:07:05,416 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:07:19,197 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0949 +[2025-02-23 21:07:19,254 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6040 +[2025-02-23 21:07:19,302 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2140 +[2025-02-23 21:07:19,348 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4527 +[2025-02-23 21:07:19,470 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1647 +[2025-02-23 21:07:19,527 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7852 +[2025-02-23 21:07:19,577 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3628 +[2025-02-23 21:07:19,607 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2363 +[2025-02-23 21:07:19,652 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8397 +[2025-02-23 21:07:19,683 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5680 +[2025-02-23 21:07:19,728 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3777 +[2025-02-23 21:07:19,765 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.5319 +[2025-02-23 21:07:19,810 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5997 +[2025-02-23 21:07:19,849 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.5229 +[2025-02-23 21:07:19,885 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9775 +[2025-02-23 21:07:19,933 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1054 +[2025-02-23 21:07:19,969 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5866 +[2025-02-23 21:07:19,999 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5118 +[2025-02-23 21:07:20,046 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9987 +[2025-02-23 21:07:20,085 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2567 +[2025-02-23 21:07:20,120 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2289 +[2025-02-23 21:07:20,164 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0780 +[2025-02-23 21:07:20,192 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5662 +[2025-02-23 21:07:20,240 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6893 +[2025-02-23 21:07:20,278 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5237 +[2025-02-23 21:07:20,314 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4515 +[2025-02-23 21:07:20,361 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7108 +[2025-02-23 21:07:20,393 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5412 +[2025-02-23 21:07:20,421 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2763 +[2025-02-23 21:07:20,474 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.5530 +[2025-02-23 21:07:20,527 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3535 +[2025-02-23 21:07:20,574 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3508 +[2025-02-23 21:07:20,624 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1824 +[2025-02-23 21:07:20,658 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0446 +[2025-02-23 21:07:20,692 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2178 +[2025-02-23 21:07:20,729 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6756 +[2025-02-23 21:07:20,767 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.8530 +[2025-02-23 21:07:20,800 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2142 +[2025-02-23 21:07:20,862 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5992 +[2025-02-23 21:07:20,905 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2819 +[2025-02-23 21:07:20,944 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8533 +[2025-02-23 21:07:20,969 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1655 +[2025-02-23 21:07:21,001 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0941 +[2025-02-23 21:07:21,053 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5202 +[2025-02-23 21:07:21,085 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4698 +[2025-02-23 21:07:21,131 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4586 +[2025-02-23 21:07:21,166 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.7116 +[2025-02-23 21:07:21,195 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3872 +[2025-02-23 21:07:21,224 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9331 +[2025-02-23 21:07:21,251 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6191 +[2025-02-23 21:07:21,276 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8028 +[2025-02-23 21:07:21,306 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6508 +[2025-02-23 21:07:21,327 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2715 +[2025-02-23 21:07:21,359 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.3455 +[2025-02-23 21:07:21,392 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0432 +[2025-02-23 21:07:21,429 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2722 +[2025-02-23 21:07:21,458 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.7737 +[2025-02-23 21:07:21,481 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4040 +[2025-02-23 21:07:21,517 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7981 +[2025-02-23 21:07:21,546 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.6932 +[2025-02-23 21:07:21,567 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.9225 +[2025-02-23 21:07:21,597 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4512 +[2025-02-23 21:07:21,630 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9830 +[2025-02-23 21:07:21,685 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8924 +[2025-02-23 21:07:21,710 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.6769 +[2025-02-23 21:07:21,748 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4841 +[2025-02-23 21:07:21,783 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2234 +[2025-02-23 21:07:21,812 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6233 +[2025-02-23 21:07:21,840 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2446 +[2025-02-23 21:07:21,891 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5867 +[2025-02-23 21:07:21,931 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9277 +[2025-02-23 21:07:21,977 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4407 +[2025-02-23 21:07:22,023 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2046 +[2025-02-23 21:07:22,060 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.2572 +[2025-02-23 21:07:22,106 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4934 +[2025-02-23 21:07:22,132 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6085 +[2025-02-23 21:07:22,183 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2442 +[2025-02-23 21:07:22,206 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.3545 +[2025-02-23 21:07:23,355 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:07:23,355 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:07:23,355 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:07:23,356 INFO hook.py line 232 2996285] wall : 0.8430 0.9437 +[2025-02-23 21:07:23,356 INFO hook.py line 232 2996285] floor : 0.9650 0.9847 +[2025-02-23 21:07:23,356 INFO hook.py line 232 2996285] cabinet : 0.5959 0.6740 +[2025-02-23 21:07:23,356 INFO hook.py line 232 2996285] bed : 0.8244 0.8497 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] chair : 0.9019 0.9398 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] sofa : 0.8085 0.9510 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] table : 0.7274 0.8097 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] door : 0.6589 0.7993 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] window : 0.6024 0.7477 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] bookshelf : 0.7897 0.8438 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] picture : 0.3203 0.5420 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] counter : 0.6265 0.8633 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] desk : 0.6598 0.8207 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] curtain : 0.7226 0.8320 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] refridgerator : 0.4684 0.7591 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] shower curtain : 0.7349 0.7858 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] toilet : 0.8984 0.9089 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] sink : 0.6207 0.6595 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] bathtub : 0.8941 0.9235 +[2025-02-23 21:07:23,357 INFO hook.py line 232 2996285] otherfurniture : 0.5651 0.6388 +[2025-02-23 21:07:23,357 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:07:23,357 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7114/0.8138/0.8981. +[2025-02-23 21:07:23,358 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:07:23,359 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:07:23,359 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:07:42,357 INFO hook.py line 109 2996285] Train: [57/100][50/300] Data 0.003 (0.004) Batch 0.255 (0.266) Remain 00:58:23 loss: 0.4264 Lr: 2.63878e-03 +[2025-02-23 21:07:55,212 INFO hook.py line 109 2996285] Train: [57/100][100/300] Data 0.004 (0.004) Batch 0.272 (0.262) Remain 00:57:07 loss: 0.4022 Lr: 2.62237e-03 +[2025-02-23 21:08:08,169 INFO hook.py line 109 2996285] Train: [57/100][150/300] Data 0.003 (0.004) Batch 0.259 (0.261) Remain 00:56:43 loss: 0.4037 Lr: 2.60597e-03 +[2025-02-23 21:08:21,083 INFO hook.py line 109 2996285] Train: [57/100][200/300] Data 0.005 (0.004) Batch 0.283 (0.260) Remain 00:56:21 loss: 0.6419 Lr: 2.58959e-03 +[2025-02-23 21:08:34,096 INFO hook.py line 109 2996285] Train: [57/100][250/300] Data 0.004 (0.004) Batch 0.233 (0.260) Remain 00:56:09 loss: 0.2356 Lr: 2.57322e-03 +[2025-02-23 21:08:45,262 INFO hook.py line 109 2996285] Train: [57/100][300/300] Data 0.001 (0.004) Batch 0.192 (0.254) Remain 00:54:36 loss: 0.4094 Lr: 2.55686e-03 +[2025-02-23 21:08:45,263 INFO misc.py line 135 2996285] Train result: loss: 0.4088 +[2025-02-23 21:08:45,335 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:08:58,688 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0832 +[2025-02-23 21:08:58,737 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3350 +[2025-02-23 21:08:59,168 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2747 +[2025-02-23 21:08:59,214 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4495 +[2025-02-23 21:08:59,254 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1299 +[2025-02-23 21:08:59,338 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5322 +[2025-02-23 21:08:59,384 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4053 +[2025-02-23 21:08:59,415 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1884 +[2025-02-23 21:08:59,459 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6555 +[2025-02-23 21:08:59,496 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3196 +[2025-02-23 21:08:59,540 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4023 +[2025-02-23 21:08:59,582 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7854 +[2025-02-23 21:09:00,088 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1553 +[2025-02-23 21:09:00,131 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9171 +[2025-02-23 21:09:00,170 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9976 +[2025-02-23 21:09:00,214 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1989 +[2025-02-23 21:09:00,252 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4921 +[2025-02-23 21:09:00,288 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5317 +[2025-02-23 21:09:00,331 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0275 +[2025-02-23 21:09:00,366 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.9143 +[2025-02-23 21:09:00,398 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1986 +[2025-02-23 21:09:00,433 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2085 +[2025-02-23 21:09:00,460 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9430 +[2025-02-23 21:09:00,501 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9653 +[2025-02-23 21:09:00,539 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6540 +[2025-02-23 21:09:00,577 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4981 +[2025-02-23 21:09:00,623 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1119 +[2025-02-23 21:09:00,659 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3289 +[2025-02-23 21:09:00,687 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1927 +[2025-02-23 21:09:00,739 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4173 +[2025-02-23 21:09:00,791 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3245 +[2025-02-23 21:09:00,827 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4028 +[2025-02-23 21:09:00,881 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1246 +[2025-02-23 21:09:00,927 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9085 +[2025-02-23 21:09:00,966 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2529 +[2025-02-23 21:09:01,001 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0466 +[2025-02-23 21:09:01,037 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5221 +[2025-02-23 21:09:01,064 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2187 +[2025-02-23 21:09:01,125 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5916 +[2025-02-23 21:09:01,166 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2889 +[2025-02-23 21:09:01,206 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8594 +[2025-02-23 21:09:01,239 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1720 +[2025-02-23 21:09:01,274 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0961 +[2025-02-23 21:09:01,329 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4369 +[2025-02-23 21:09:01,357 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3065 +[2025-02-23 21:09:01,402 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5644 +[2025-02-23 21:09:01,437 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8831 +[2025-02-23 21:09:01,467 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3712 +[2025-02-23 21:09:01,494 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1239 +[2025-02-23 21:09:01,520 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7636 +[2025-02-23 21:09:01,546 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5854 +[2025-02-23 21:09:01,575 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6498 +[2025-02-23 21:09:01,597 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2735 +[2025-02-23 21:09:01,629 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.5964 +[2025-02-23 21:09:01,663 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0329 +[2025-02-23 21:09:01,700 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2119 +[2025-02-23 21:09:01,728 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6534 +[2025-02-23 21:09:01,751 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4267 +[2025-02-23 21:09:01,787 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7001 +[2025-02-23 21:09:01,816 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3149 +[2025-02-23 21:09:01,838 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6064 +[2025-02-23 21:09:01,868 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.3868 +[2025-02-23 21:09:01,899 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0552 +[2025-02-23 21:09:01,954 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8260 +[2025-02-23 21:09:01,979 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9796 +[2025-02-23 21:09:02,018 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6293 +[2025-02-23 21:09:02,053 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2686 +[2025-02-23 21:09:02,090 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7853 +[2025-02-23 21:09:02,125 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3427 +[2025-02-23 21:09:02,175 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9997 +[2025-02-23 21:09:02,214 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.5729 +[2025-02-23 21:09:02,262 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5308 +[2025-02-23 21:09:02,307 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2063 +[2025-02-23 21:09:02,345 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.5152 +[2025-02-23 21:09:02,391 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2872 +[2025-02-23 21:09:02,417 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.3869 +[2025-02-23 21:09:02,466 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4442 +[2025-02-23 21:09:02,490 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6558 +[2025-02-23 21:09:03,611 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:09:03,611 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:09:03,611 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] wall : 0.8601 0.9392 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] floor : 0.9655 0.9810 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] cabinet : 0.6268 0.7622 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] bed : 0.7944 0.9173 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] chair : 0.9071 0.9366 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] sofa : 0.8264 0.9217 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] table : 0.7029 0.8308 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] door : 0.6444 0.7677 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] window : 0.6307 0.7579 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] bookshelf : 0.7629 0.9285 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] picture : 0.3701 0.4949 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] counter : 0.6354 0.7705 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] desk : 0.6313 0.7394 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] curtain : 0.7239 0.8056 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] refridgerator : 0.4621 0.4678 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] shower curtain : 0.6995 0.7605 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] toilet : 0.9058 0.9756 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] sink : 0.6845 0.8166 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] bathtub : 0.8954 0.9395 +[2025-02-23 21:09:03,611 INFO hook.py line 232 2996285] otherfurniture : 0.5798 0.7175 +[2025-02-23 21:09:03,611 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:09:03,612 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7154/0.8115/0.9017. +[2025-02-23 21:09:03,612 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:09:03,619 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7157 +[2025-02-23 21:09:03,619 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:09:23,219 INFO hook.py line 109 2996285] Train: [58/100][50/300] Data 0.004 (0.004) Batch 0.249 (0.272) Remain 00:58:11 loss: 0.3492 Lr: 2.54052e-03 +[2025-02-23 21:09:36,166 INFO hook.py line 109 2996285] Train: [58/100][100/300] Data 0.004 (0.004) Batch 0.237 (0.265) Remain 00:56:33 loss: 0.4098 Lr: 2.52419e-03 +[2025-02-23 21:09:48,983 INFO hook.py line 109 2996285] Train: [58/100][150/300] Data 0.003 (0.004) Batch 0.281 (0.262) Remain 00:55:42 loss: 0.2743 Lr: 2.50787e-03 +[2025-02-23 21:10:01,754 INFO hook.py line 109 2996285] Train: [58/100][200/300] Data 0.003 (0.004) Batch 0.244 (0.260) Remain 00:55:07 loss: 0.2632 Lr: 2.49157e-03 +[2025-02-23 21:10:14,557 INFO hook.py line 109 2996285] Train: [58/100][250/300] Data 0.005 (0.004) Batch 0.247 (0.260) Remain 00:54:43 loss: 0.3496 Lr: 2.47528e-03 +[2025-02-23 21:10:25,626 INFO hook.py line 109 2996285] Train: [58/100][300/300] Data 0.002 (0.004) Batch 0.206 (0.253) Remain 00:53:09 loss: 0.2534 Lr: 2.45901e-03 +[2025-02-23 21:10:25,627 INFO misc.py line 135 2996285] Train result: loss: 0.3978 +[2025-02-23 21:10:25,693 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:10:38,883 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0879 +[2025-02-23 21:10:39,266 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3091 +[2025-02-23 21:10:39,304 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1806 +[2025-02-23 21:10:39,659 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4547 +[2025-02-23 21:10:39,692 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1577 +[2025-02-23 21:10:39,772 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5183 +[2025-02-23 21:10:39,837 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2756 +[2025-02-23 21:10:39,862 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1915 +[2025-02-23 21:10:39,902 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8754 +[2025-02-23 21:10:39,933 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4244 +[2025-02-23 21:10:39,978 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2445 +[2025-02-23 21:10:40,013 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7228 +[2025-02-23 21:10:40,059 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4891 +[2025-02-23 21:10:40,099 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0444 +[2025-02-23 21:10:40,369 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3269 +[2025-02-23 21:10:40,412 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3068 +[2025-02-23 21:10:40,449 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4943 +[2025-02-23 21:10:40,483 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6450 +[2025-02-23 21:10:40,523 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9218 +[2025-02-23 21:10:40,556 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0466 +[2025-02-23 21:10:40,588 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2215 +[2025-02-23 21:10:40,627 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1332 +[2025-02-23 21:10:40,664 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5400 +[2025-02-23 21:10:40,704 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.9111 +[2025-02-23 21:10:40,743 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6817 +[2025-02-23 21:10:40,782 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4821 +[2025-02-23 21:10:40,830 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9265 +[2025-02-23 21:10:40,861 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2800 +[2025-02-23 21:10:40,887 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2246 +[2025-02-23 21:10:40,937 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.6277 +[2025-02-23 21:10:40,991 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2738 +[2025-02-23 21:10:41,022 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4696 +[2025-02-23 21:10:41,073 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1318 +[2025-02-23 21:10:41,108 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8901 +[2025-02-23 21:10:41,142 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.1833 +[2025-02-23 21:10:41,186 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.5894 +[2025-02-23 21:10:41,219 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6408 +[2025-02-23 21:10:41,249 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1963 +[2025-02-23 21:10:41,307 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3885 +[2025-02-23 21:10:41,351 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3801 +[2025-02-23 21:10:41,390 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8808 +[2025-02-23 21:10:41,427 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1457 +[2025-02-23 21:10:41,467 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1178 +[2025-02-23 21:10:41,520 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4313 +[2025-02-23 21:10:41,547 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4497 +[2025-02-23 21:10:41,590 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5119 +[2025-02-23 21:10:41,624 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.5002 +[2025-02-23 21:10:41,653 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3946 +[2025-02-23 21:10:41,683 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5776 +[2025-02-23 21:10:41,712 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6698 +[2025-02-23 21:10:41,739 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.4915 +[2025-02-23 21:10:41,768 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6409 +[2025-02-23 21:10:41,792 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2128 +[2025-02-23 21:10:41,824 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9182 +[2025-02-23 21:10:41,857 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0383 +[2025-02-23 21:10:41,894 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1622 +[2025-02-23 21:10:41,922 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4028 +[2025-02-23 21:10:41,944 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3661 +[2025-02-23 21:10:41,979 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6810 +[2025-02-23 21:10:42,009 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3242 +[2025-02-23 21:10:42,031 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4922 +[2025-02-23 21:10:42,063 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6589 +[2025-02-23 21:10:42,096 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0415 +[2025-02-23 21:10:42,150 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9447 +[2025-02-23 21:10:42,175 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0106 +[2025-02-23 21:10:42,212 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.2939 +[2025-02-23 21:10:42,246 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1753 +[2025-02-23 21:10:42,275 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.4378 +[2025-02-23 21:10:42,301 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3171 +[2025-02-23 21:10:42,354 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7769 +[2025-02-23 21:10:42,394 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6802 +[2025-02-23 21:10:42,443 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4773 +[2025-02-23 21:10:42,488 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2179 +[2025-02-23 21:10:42,525 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9559 +[2025-02-23 21:10:42,569 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4134 +[2025-02-23 21:10:42,594 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4470 +[2025-02-23 21:10:42,645 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3247 +[2025-02-23 21:10:42,669 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6093 +[2025-02-23 21:10:44,073 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:10:44,073 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:10:44,073 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] wall : 0.8543 0.9525 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] floor : 0.9619 0.9832 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] cabinet : 0.6433 0.7973 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] bed : 0.7942 0.8568 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] chair : 0.9057 0.9380 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] sofa : 0.8377 0.9101 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] table : 0.7122 0.8293 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] door : 0.6425 0.7372 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] window : 0.6316 0.7660 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] bookshelf : 0.8057 0.8974 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] picture : 0.3621 0.4321 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] counter : 0.7043 0.7866 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] desk : 0.6502 0.8281 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] curtain : 0.7292 0.8652 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] refridgerator : 0.5826 0.6073 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] shower curtain : 0.5502 0.5787 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] toilet : 0.9589 0.9699 +[2025-02-23 21:10:44,074 INFO hook.py line 232 2996285] sink : 0.6564 0.7582 +[2025-02-23 21:10:44,075 INFO hook.py line 232 2996285] bathtub : 0.8861 0.9092 +[2025-02-23 21:10:44,075 INFO hook.py line 232 2996285] otherfurniture : 0.5829 0.6542 +[2025-02-23 21:10:44,075 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:10:44,075 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7226/0.8029/0.9034. +[2025-02-23 21:10:44,075 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:10:44,080 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7226 +[2025-02-23 21:10:44,081 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7226 +[2025-02-23 21:10:44,081 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:11:03,446 INFO hook.py line 109 2996285] Train: [59/100][50/300] Data 0.004 (0.004) Batch 0.269 (0.261) Remain 00:54:41 loss: 0.2317 Lr: 2.44276e-03 +[2025-02-23 21:11:16,356 INFO hook.py line 109 2996285] Train: [59/100][100/300] Data 0.003 (0.004) Batch 0.256 (0.260) Remain 00:54:06 loss: 0.4459 Lr: 2.42652e-03 +[2025-02-23 21:11:29,243 INFO hook.py line 109 2996285] Train: [59/100][150/300] Data 0.006 (0.004) Batch 0.241 (0.259) Remain 00:53:45 loss: 0.2621 Lr: 2.41030e-03 +[2025-02-23 21:11:41,967 INFO hook.py line 109 2996285] Train: [59/100][200/300] Data 0.004 (0.004) Batch 0.240 (0.258) Remain 00:53:18 loss: 0.3327 Lr: 2.39410e-03 +[2025-02-23 21:11:54,893 INFO hook.py line 109 2996285] Train: [59/100][250/300] Data 0.003 (0.004) Batch 0.235 (0.258) Remain 00:53:06 loss: 0.3956 Lr: 2.37792e-03 +[2025-02-23 21:12:06,148 INFO hook.py line 109 2996285] Train: [59/100][300/300] Data 0.001 (0.003) Batch 0.192 (0.252) Remain 00:51:45 loss: 0.6149 Lr: 2.36176e-03 +[2025-02-23 21:12:06,149 INFO misc.py line 135 2996285] Train result: loss: 0.4018 +[2025-02-23 21:12:06,214 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:12:19,797 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.1071 +[2025-02-23 21:12:20,267 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3167 +[2025-02-23 21:12:20,305 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1622 +[2025-02-23 21:12:20,356 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5309 +[2025-02-23 21:12:20,429 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1373 +[2025-02-23 21:12:20,483 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8042 +[2025-02-23 21:12:20,531 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2280 +[2025-02-23 21:12:20,567 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3454 +[2025-02-23 21:12:20,620 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7272 +[2025-02-23 21:12:20,660 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5207 +[2025-02-23 21:12:20,715 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5270 +[2025-02-23 21:12:20,753 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8374 +[2025-02-23 21:12:20,799 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0064 +[2025-02-23 21:12:20,840 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9005 +[2025-02-23 21:12:20,874 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8081 +[2025-02-23 21:12:20,919 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0709 +[2025-02-23 21:12:20,954 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6833 +[2025-02-23 21:12:20,991 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5307 +[2025-02-23 21:12:21,035 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0046 +[2025-02-23 21:12:21,071 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3628 +[2025-02-23 21:12:21,106 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2418 +[2025-02-23 21:12:21,144 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0128 +[2025-02-23 21:12:21,169 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5009 +[2025-02-23 21:12:21,209 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7976 +[2025-02-23 21:12:21,249 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7299 +[2025-02-23 21:12:21,286 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.8427 +[2025-02-23 21:12:21,333 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1709 +[2025-02-23 21:12:21,364 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2584 +[2025-02-23 21:12:21,394 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2227 +[2025-02-23 21:12:21,448 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2701 +[2025-02-23 21:12:21,501 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3500 +[2025-02-23 21:12:21,535 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2288 +[2025-02-23 21:12:21,585 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1591 +[2025-02-23 21:12:21,621 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8364 +[2025-02-23 21:12:21,655 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2568 +[2025-02-23 21:12:21,693 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7209 +[2025-02-23 21:12:21,727 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6101 +[2025-02-23 21:12:21,760 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2188 +[2025-02-23 21:12:21,816 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7326 +[2025-02-23 21:12:21,861 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3094 +[2025-02-23 21:12:21,904 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.7947 +[2025-02-23 21:12:21,938 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1492 +[2025-02-23 21:12:21,970 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1229 +[2025-02-23 21:12:22,023 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.5014 +[2025-02-23 21:12:22,054 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4196 +[2025-02-23 21:12:22,100 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5683 +[2025-02-23 21:12:22,134 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6960 +[2025-02-23 21:12:22,163 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3630 +[2025-02-23 21:12:22,191 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.3568 +[2025-02-23 21:12:22,219 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9609 +[2025-02-23 21:12:22,246 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1537 +[2025-02-23 21:12:22,276 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7044 +[2025-02-23 21:12:22,299 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2245 +[2025-02-23 21:12:22,330 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1672 +[2025-02-23 21:12:22,364 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0414 +[2025-02-23 21:12:22,408 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1864 +[2025-02-23 21:12:22,438 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4388 +[2025-02-23 21:12:22,461 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.5265 +[2025-02-23 21:12:22,496 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8578 +[2025-02-23 21:12:22,525 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3912 +[2025-02-23 21:12:22,546 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5709 +[2025-02-23 21:12:22,576 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7253 +[2025-02-23 21:12:22,608 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0461 +[2025-02-23 21:12:22,662 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8115 +[2025-02-23 21:12:22,688 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.5855 +[2025-02-23 21:12:22,726 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5087 +[2025-02-23 21:12:22,761 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1811 +[2025-02-23 21:12:22,790 INFO hook.py line 289 2996285] Test: [68/78] Loss 1.0586 +[2025-02-23 21:12:22,816 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2859 +[2025-02-23 21:12:22,867 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6111 +[2025-02-23 21:12:22,907 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7400 +[2025-02-23 21:12:22,956 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5763 +[2025-02-23 21:12:23,001 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1872 +[2025-02-23 21:12:23,039 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9875 +[2025-02-23 21:12:23,084 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4284 +[2025-02-23 21:12:23,109 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5395 +[2025-02-23 21:12:23,159 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4961 +[2025-02-23 21:12:23,183 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5040 +[2025-02-23 21:12:24,364 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:12:24,364 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:12:24,364 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:12:24,364 INFO hook.py line 232 2996285] wall : 0.8508 0.9488 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] floor : 0.9630 0.9863 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] cabinet : 0.6668 0.8044 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] bed : 0.7957 0.8394 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] chair : 0.9104 0.9439 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] sofa : 0.8560 0.9133 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] table : 0.7188 0.7932 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] door : 0.6360 0.7598 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] window : 0.6566 0.7955 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] bookshelf : 0.8044 0.9200 +[2025-02-23 21:12:24,365 INFO hook.py line 232 2996285] picture : 0.3399 0.4535 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] counter : 0.6734 0.8001 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] desk : 0.6222 0.8386 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] curtain : 0.6675 0.8649 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] refridgerator : 0.6243 0.6485 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] shower curtain : 0.5270 0.5846 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] toilet : 0.9326 0.9529 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] sink : 0.6687 0.7499 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] bathtub : 0.8760 0.9264 +[2025-02-23 21:12:24,366 INFO hook.py line 232 2996285] otherfurniture : 0.5545 0.5906 +[2025-02-23 21:12:24,366 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:12:24,366 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7172/0.8057/0.9025. +[2025-02-23 21:12:24,367 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:12:24,372 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7226 +[2025-02-23 21:12:24,372 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:12:43,269 INFO hook.py line 109 2996285] Train: [60/100][50/300] Data 0.004 (0.004) Batch 0.253 (0.267) Remain 00:54:32 loss: 0.2091 Lr: 2.34561e-03 +[2025-02-23 21:12:55,928 INFO hook.py line 109 2996285] Train: [60/100][100/300] Data 0.004 (0.004) Batch 0.227 (0.260) Remain 00:52:51 loss: 0.4601 Lr: 2.32949e-03 +[2025-02-23 21:13:08,554 INFO hook.py line 109 2996285] Train: [60/100][150/300] Data 0.007 (0.004) Batch 0.244 (0.257) Remain 00:52:07 loss: 0.5850 Lr: 2.31338e-03 +[2025-02-23 21:13:21,221 INFO hook.py line 109 2996285] Train: [60/100][200/300] Data 0.003 (0.004) Batch 0.266 (0.256) Remain 00:51:42 loss: 0.4541 Lr: 2.29730e-03 +[2025-02-23 21:13:34,188 INFO hook.py line 109 2996285] Train: [60/100][250/300] Data 0.003 (0.004) Batch 0.302 (0.257) Remain 00:51:36 loss: 0.4344 Lr: 2.28124e-03 +[2025-02-23 21:13:45,089 INFO hook.py line 109 2996285] Train: [60/100][300/300] Data 0.001 (0.003) Batch 0.195 (0.250) Remain 00:50:05 loss: 0.3751 Lr: 2.26520e-03 +[2025-02-23 21:13:45,090 INFO misc.py line 135 2996285] Train result: loss: 0.3832 +[2025-02-23 21:13:45,151 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:13:58,500 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0728 +[2025-02-23 21:13:59,015 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4576 +[2025-02-23 21:13:59,051 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1784 +[2025-02-23 21:13:59,105 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4722 +[2025-02-23 21:13:59,184 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1548 +[2025-02-23 21:13:59,245 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4868 +[2025-02-23 21:13:59,295 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3445 +[2025-02-23 21:13:59,329 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1799 +[2025-02-23 21:13:59,714 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6136 +[2025-02-23 21:13:59,749 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2728 +[2025-02-23 21:13:59,790 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4160 +[2025-02-23 21:13:59,820 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7442 +[2025-02-23 21:13:59,865 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4789 +[2025-02-23 21:13:59,900 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4206 +[2025-02-23 21:13:59,934 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0497 +[2025-02-23 21:13:59,976 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0984 +[2025-02-23 21:14:00,010 INFO hook.py line 289 2996285] Test: [17/78] Loss 1.1778 +[2025-02-23 21:14:00,051 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5535 +[2025-02-23 21:14:00,092 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7603 +[2025-02-23 21:14:00,124 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1411 +[2025-02-23 21:14:00,156 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2424 +[2025-02-23 21:14:00,196 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4074 +[2025-02-23 21:14:00,222 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7562 +[2025-02-23 21:14:00,264 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8764 +[2025-02-23 21:14:00,302 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8974 +[2025-02-23 21:14:00,340 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3838 +[2025-02-23 21:14:00,385 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.8991 +[2025-02-23 21:14:00,415 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3321 +[2025-02-23 21:14:00,442 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2472 +[2025-02-23 21:14:00,496 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4256 +[2025-02-23 21:14:00,552 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4616 +[2025-02-23 21:14:00,586 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3311 +[2025-02-23 21:14:00,635 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1584 +[2025-02-23 21:14:00,669 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.1728 +[2025-02-23 21:14:00,703 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2799 +[2025-02-23 21:14:00,739 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9206 +[2025-02-23 21:14:00,772 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4486 +[2025-02-23 21:14:00,804 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2192 +[2025-02-23 21:14:00,859 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7557 +[2025-02-23 21:14:00,904 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4236 +[2025-02-23 21:14:00,943 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8268 +[2025-02-23 21:14:00,969 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1375 +[2025-02-23 21:14:01,004 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0851 +[2025-02-23 21:14:01,055 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3875 +[2025-02-23 21:14:01,084 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.7140 +[2025-02-23 21:14:01,129 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5001 +[2025-02-23 21:14:01,164 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.4112 +[2025-02-23 21:14:01,194 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5199 +[2025-02-23 21:14:01,223 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1051 +[2025-02-23 21:14:01,251 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9085 +[2025-02-23 21:14:01,276 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8550 +[2025-02-23 21:14:01,307 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6926 +[2025-02-23 21:14:01,330 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1935 +[2025-02-23 21:14:01,361 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8384 +[2025-02-23 21:14:01,394 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0434 +[2025-02-23 21:14:01,430 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1574 +[2025-02-23 21:14:01,459 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4930 +[2025-02-23 21:14:01,482 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4345 +[2025-02-23 21:14:01,518 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8143 +[2025-02-23 21:14:01,548 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4373 +[2025-02-23 21:14:01,569 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4345 +[2025-02-23 21:14:01,599 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5089 +[2025-02-23 21:14:01,632 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9352 +[2025-02-23 21:14:01,686 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9443 +[2025-02-23 21:14:01,710 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9856 +[2025-02-23 21:14:01,746 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4995 +[2025-02-23 21:14:01,780 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3551 +[2025-02-23 21:14:01,810 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9275 +[2025-02-23 21:14:01,837 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3251 +[2025-02-23 21:14:01,888 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.6162 +[2025-02-23 21:14:01,929 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9182 +[2025-02-23 21:14:01,977 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2765 +[2025-02-23 21:14:02,021 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2402 +[2025-02-23 21:14:02,058 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8236 +[2025-02-23 21:14:02,103 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4953 +[2025-02-23 21:14:02,128 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7395 +[2025-02-23 21:14:02,179 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2086 +[2025-02-23 21:14:02,204 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8476 +[2025-02-23 21:14:03,468 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:14:03,468 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:14:03,468 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] wall : 0.8390 0.9545 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] floor : 0.9627 0.9832 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] cabinet : 0.6384 0.7474 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] bed : 0.7197 0.8701 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] chair : 0.8930 0.9429 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] sofa : 0.8233 0.9094 +[2025-02-23 21:14:03,468 INFO hook.py line 232 2996285] table : 0.6688 0.7110 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] door : 0.6655 0.7816 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] window : 0.5751 0.6512 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] bookshelf : 0.7982 0.8777 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] picture : 0.3410 0.4742 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] counter : 0.6548 0.8121 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] desk : 0.6273 0.7663 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] curtain : 0.6856 0.8697 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] refridgerator : 0.5570 0.5632 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] shower curtain : 0.4702 0.4981 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] toilet : 0.8733 0.9715 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] sink : 0.6766 0.7464 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] bathtub : 0.8806 0.9167 +[2025-02-23 21:14:03,469 INFO hook.py line 232 2996285] otherfurniture : 0.5413 0.6526 +[2025-02-23 21:14:03,469 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:14:03,469 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.6946/0.7850/0.8941. +[2025-02-23 21:14:03,470 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:14:03,474 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7226 +[2025-02-23 21:14:03,474 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:14:22,134 INFO hook.py line 109 2996285] Train: [61/100][50/300] Data 0.004 (0.004) Batch 0.258 (0.258) Remain 00:51:19 loss: 0.4218 Lr: 2.24918e-03 +[2025-02-23 21:14:35,008 INFO hook.py line 109 2996285] Train: [61/100][100/300] Data 0.003 (0.004) Batch 0.274 (0.258) Remain 00:51:05 loss: 0.4392 Lr: 2.23319e-03 +[2025-02-23 21:14:47,908 INFO hook.py line 109 2996285] Train: [61/100][150/300] Data 0.004 (0.004) Batch 0.262 (0.258) Remain 00:50:54 loss: 0.2480 Lr: 2.21722e-03 +[2025-02-23 21:15:00,550 INFO hook.py line 109 2996285] Train: [61/100][200/300] Data 0.005 (0.004) Batch 0.242 (0.256) Remain 00:50:26 loss: 0.4478 Lr: 2.20127e-03 +[2025-02-23 21:15:13,576 INFO hook.py line 109 2996285] Train: [61/100][250/300] Data 0.003 (0.004) Batch 0.246 (0.257) Remain 00:50:23 loss: 0.2742 Lr: 2.18534e-03 +[2025-02-23 21:15:24,655 INFO hook.py line 109 2996285] Train: [61/100][300/300] Data 0.001 (0.003) Batch 0.185 (0.251) Remain 00:49:00 loss: 0.2678 Lr: 2.16945e-03 +[2025-02-23 21:15:24,656 INFO misc.py line 135 2996285] Train result: loss: 0.3735 +[2025-02-23 21:15:24,732 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:15:38,579 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0805 +[2025-02-23 21:15:38,625 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2684 +[2025-02-23 21:15:38,667 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1925 +[2025-02-23 21:15:38,719 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.6994 +[2025-02-23 21:15:38,753 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1379 +[2025-02-23 21:15:38,801 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6971 +[2025-02-23 21:15:38,849 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3079 +[2025-02-23 21:15:38,883 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2495 +[2025-02-23 21:15:38,924 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7051 +[2025-02-23 21:15:38,956 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5033 +[2025-02-23 21:15:38,999 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2858 +[2025-02-23 21:15:39,031 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0232 +[2025-02-23 21:15:39,076 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8399 +[2025-02-23 21:15:39,112 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6081 +[2025-02-23 21:15:39,151 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.4065 +[2025-02-23 21:15:39,197 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0659 +[2025-02-23 21:15:39,232 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5489 +[2025-02-23 21:15:39,263 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7383 +[2025-02-23 21:15:39,305 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7255 +[2025-02-23 21:15:39,337 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2234 +[2025-02-23 21:15:39,369 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2415 +[2025-02-23 21:15:39,408 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1569 +[2025-02-23 21:15:39,443 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7180 +[2025-02-23 21:15:39,483 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7747 +[2025-02-23 21:15:39,524 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9732 +[2025-02-23 21:15:39,562 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5492 +[2025-02-23 21:15:39,609 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0319 +[2025-02-23 21:15:39,640 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4122 +[2025-02-23 21:15:39,669 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2362 +[2025-02-23 21:15:39,722 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3108 +[2025-02-23 21:15:39,774 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4190 +[2025-02-23 21:15:39,806 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3147 +[2025-02-23 21:15:39,855 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1806 +[2025-02-23 21:15:39,890 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9874 +[2025-02-23 21:15:39,925 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3857 +[2025-02-23 21:15:39,959 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8698 +[2025-02-23 21:15:39,994 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6080 +[2025-02-23 21:15:40,032 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2084 +[2025-02-23 21:15:40,094 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4618 +[2025-02-23 21:15:40,136 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3008 +[2025-02-23 21:15:40,181 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9030 +[2025-02-23 21:15:40,211 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1342 +[2025-02-23 21:15:40,243 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0963 +[2025-02-23 21:15:40,293 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3796 +[2025-02-23 21:15:40,329 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5731 +[2025-02-23 21:15:40,370 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4316 +[2025-02-23 21:15:40,406 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1364 +[2025-02-23 21:15:40,435 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3759 +[2025-02-23 21:15:40,464 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5795 +[2025-02-23 21:15:40,492 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5312 +[2025-02-23 21:15:40,518 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8000 +[2025-02-23 21:15:40,548 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6286 +[2025-02-23 21:15:40,571 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3004 +[2025-02-23 21:15:40,601 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0450 +[2025-02-23 21:15:40,634 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0420 +[2025-02-23 21:15:40,670 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1615 +[2025-02-23 21:15:40,699 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4564 +[2025-02-23 21:15:40,722 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4640 +[2025-02-23 21:15:40,757 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6372 +[2025-02-23 21:15:40,788 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3373 +[2025-02-23 21:15:40,810 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4919 +[2025-02-23 21:15:40,841 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6947 +[2025-02-23 21:15:40,873 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6495 +[2025-02-23 21:15:40,927 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.6754 +[2025-02-23 21:15:40,951 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.6955 +[2025-02-23 21:15:40,987 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5185 +[2025-02-23 21:15:41,021 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3159 +[2025-02-23 21:15:41,050 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5046 +[2025-02-23 21:15:41,078 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2899 +[2025-02-23 21:15:41,130 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0439 +[2025-02-23 21:15:41,171 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7538 +[2025-02-23 21:15:41,218 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2978 +[2025-02-23 21:15:41,262 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1779 +[2025-02-23 21:15:41,299 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9913 +[2025-02-23 21:15:41,344 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6027 +[2025-02-23 21:15:41,369 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5333 +[2025-02-23 21:15:41,420 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2071 +[2025-02-23 21:15:41,444 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7837 +[2025-02-23 21:15:42,583 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:15:42,583 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:15:42,583 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:15:42,583 INFO hook.py line 232 2996285] wall : 0.8642 0.9537 +[2025-02-23 21:15:42,583 INFO hook.py line 232 2996285] floor : 0.9636 0.9846 +[2025-02-23 21:15:42,583 INFO hook.py line 232 2996285] cabinet : 0.6775 0.8043 +[2025-02-23 21:15:42,583 INFO hook.py line 232 2996285] bed : 0.8321 0.8911 +[2025-02-23 21:15:42,583 INFO hook.py line 232 2996285] chair : 0.9069 0.9348 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] sofa : 0.8397 0.9216 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] table : 0.7038 0.8128 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] door : 0.6791 0.7915 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] window : 0.6208 0.7388 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] bookshelf : 0.7609 0.8998 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] picture : 0.3508 0.4294 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] counter : 0.6598 0.8394 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] desk : 0.6457 0.8536 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] curtain : 0.7123 0.8210 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] refridgerator : 0.6434 0.6820 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] shower curtain : 0.4951 0.5258 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] toilet : 0.9486 0.9576 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] sink : 0.6815 0.7798 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] bathtub : 0.8983 0.9261 +[2025-02-23 21:15:42,584 INFO hook.py line 232 2996285] otherfurniture : 0.5834 0.6507 +[2025-02-23 21:15:42,584 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:15:42,584 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7234/0.8099/0.9064. +[2025-02-23 21:15:42,584 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:15:42,591 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7234 +[2025-02-23 21:15:42,591 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7234 +[2025-02-23 21:15:42,591 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:16:01,792 INFO hook.py line 109 2996285] Train: [62/100][50/300] Data 0.004 (0.004) Batch 0.266 (0.261) Remain 00:50:34 loss: 0.3677 Lr: 2.15357e-03 +[2025-02-23 21:16:14,605 INFO hook.py line 109 2996285] Train: [62/100][100/300] Data 0.004 (0.004) Batch 0.254 (0.258) Remain 00:49:56 loss: 0.4005 Lr: 2.13772e-03 +[2025-02-23 21:16:27,458 INFO hook.py line 109 2996285] Train: [62/100][150/300] Data 0.004 (0.004) Batch 0.269 (0.258) Remain 00:49:38 loss: 0.3296 Lr: 2.12190e-03 +[2025-02-23 21:16:39,983 INFO hook.py line 109 2996285] Train: [62/100][200/300] Data 0.003 (0.003) Batch 0.227 (0.256) Remain 00:49:04 loss: 0.5674 Lr: 2.10611e-03 +[2025-02-23 21:16:52,819 INFO hook.py line 109 2996285] Train: [62/100][250/300] Data 0.005 (0.004) Batch 0.294 (0.256) Remain 00:48:52 loss: 0.2029 Lr: 2.09034e-03 +[2025-02-23 21:17:03,966 INFO hook.py line 109 2996285] Train: [62/100][300/300] Data 0.001 (0.003) Batch 0.201 (0.251) Remain 00:47:36 loss: 0.3523 Lr: 2.07460e-03 +[2025-02-23 21:17:03,966 INFO misc.py line 135 2996285] Train result: loss: 0.3863 +[2025-02-23 21:17:04,032 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:17:17,696 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0719 +[2025-02-23 21:17:18,027 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4543 +[2025-02-23 21:17:18,276 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3426 +[2025-02-23 21:17:18,324 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4358 +[2025-02-23 21:17:18,369 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2038 +[2025-02-23 21:17:18,423 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2641 +[2025-02-23 21:17:18,469 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3396 +[2025-02-23 21:17:18,498 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1838 +[2025-02-23 21:17:18,544 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8172 +[2025-02-23 21:17:18,589 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2498 +[2025-02-23 21:17:18,629 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4294 +[2025-02-23 21:17:18,665 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8277 +[2025-02-23 21:17:18,710 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8509 +[2025-02-23 21:17:18,746 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1451 +[2025-02-23 21:17:18,781 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2756 +[2025-02-23 21:17:18,829 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2881 +[2025-02-23 21:17:18,867 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5277 +[2025-02-23 21:17:18,897 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7819 +[2025-02-23 21:17:18,936 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2439 +[2025-02-23 21:17:18,968 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1163 +[2025-02-23 21:17:19,007 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3651 +[2025-02-23 21:17:19,051 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1913 +[2025-02-23 21:17:19,077 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.5774 +[2025-02-23 21:17:19,117 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7509 +[2025-02-23 21:17:19,155 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6692 +[2025-02-23 21:17:19,193 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3666 +[2025-02-23 21:17:19,239 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9390 +[2025-02-23 21:17:19,270 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3357 +[2025-02-23 21:17:19,300 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2789 +[2025-02-23 21:17:19,353 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3927 +[2025-02-23 21:17:19,406 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3262 +[2025-02-23 21:17:19,448 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.6079 +[2025-02-23 21:17:19,497 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1337 +[2025-02-23 21:17:19,537 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9979 +[2025-02-23 21:17:19,571 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2527 +[2025-02-23 21:17:19,606 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.3255 +[2025-02-23 21:17:19,641 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7373 +[2025-02-23 21:17:19,674 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1905 +[2025-02-23 21:17:19,735 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6828 +[2025-02-23 21:17:19,777 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2909 +[2025-02-23 21:17:19,818 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0083 +[2025-02-23 21:17:19,849 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1147 +[2025-02-23 21:17:19,882 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0885 +[2025-02-23 21:17:19,936 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3257 +[2025-02-23 21:17:19,967 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6185 +[2025-02-23 21:17:20,010 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5546 +[2025-02-23 21:17:20,044 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.9122 +[2025-02-23 21:17:20,072 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2915 +[2025-02-23 21:17:20,101 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7212 +[2025-02-23 21:17:20,129 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7252 +[2025-02-23 21:17:20,156 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.4970 +[2025-02-23 21:17:20,186 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6272 +[2025-02-23 21:17:20,209 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2205 +[2025-02-23 21:17:20,241 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.8511 +[2025-02-23 21:17:20,274 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0374 +[2025-02-23 21:17:20,311 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1340 +[2025-02-23 21:17:20,340 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5817 +[2025-02-23 21:17:20,362 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4874 +[2025-02-23 21:17:20,397 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6563 +[2025-02-23 21:17:20,426 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3272 +[2025-02-23 21:17:20,448 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4932 +[2025-02-23 21:17:20,479 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6074 +[2025-02-23 21:17:20,512 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3534 +[2025-02-23 21:17:20,566 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8587 +[2025-02-23 21:17:20,592 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8007 +[2025-02-23 21:17:20,628 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4983 +[2025-02-23 21:17:20,664 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2624 +[2025-02-23 21:17:20,692 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7855 +[2025-02-23 21:17:20,718 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3759 +[2025-02-23 21:17:20,769 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8204 +[2025-02-23 21:17:20,810 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0016 +[2025-02-23 21:17:20,859 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4097 +[2025-02-23 21:17:20,904 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2237 +[2025-02-23 21:17:20,942 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7303 +[2025-02-23 21:17:20,987 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2954 +[2025-02-23 21:17:21,012 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.3702 +[2025-02-23 21:17:21,062 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3023 +[2025-02-23 21:17:21,086 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7082 +[2025-02-23 21:17:22,285 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:17:22,285 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:17:22,285 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:17:22,285 INFO hook.py line 232 2996285] wall : 0.8709 0.9487 +[2025-02-23 21:17:22,285 INFO hook.py line 232 2996285] floor : 0.9646 0.9852 +[2025-02-23 21:17:22,285 INFO hook.py line 232 2996285] cabinet : 0.6635 0.8048 +[2025-02-23 21:17:22,285 INFO hook.py line 232 2996285] bed : 0.7921 0.8618 +[2025-02-23 21:17:22,285 INFO hook.py line 232 2996285] chair : 0.8921 0.9300 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] sofa : 0.7882 0.9359 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] table : 0.7211 0.8184 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] door : 0.6602 0.7699 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] window : 0.6447 0.7447 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] bookshelf : 0.8034 0.8933 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] picture : 0.3389 0.3919 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] counter : 0.7014 0.8281 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] desk : 0.6404 0.8177 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] curtain : 0.6808 0.9111 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] refridgerator : 0.6592 0.7703 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] shower curtain : 0.6024 0.6474 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] toilet : 0.9159 0.9724 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] sink : 0.6441 0.7203 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] bathtub : 0.8960 0.9197 +[2025-02-23 21:17:22,286 INFO hook.py line 232 2996285] otherfurniture : 0.6089 0.6978 +[2025-02-23 21:17:22,286 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:17:22,286 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7244/0.8185/0.9069. +[2025-02-23 21:17:22,286 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:17:22,287 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7244 +[2025-02-23 21:17:22,287 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7244 +[2025-02-23 21:17:22,287 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:17:41,367 INFO hook.py line 109 2996285] Train: [63/100][50/300] Data 0.004 (0.004) Batch 0.252 (0.265) Remain 00:50:05 loss: 0.4949 Lr: 2.05889e-03 +[2025-02-23 21:17:54,071 INFO hook.py line 109 2996285] Train: [63/100][100/300] Data 0.005 (0.004) Batch 0.246 (0.259) Remain 00:48:49 loss: 0.2225 Lr: 2.04320e-03 +[2025-02-23 21:18:06,737 INFO hook.py line 109 2996285] Train: [63/100][150/300] Data 0.004 (0.004) Batch 0.260 (0.257) Remain 00:48:13 loss: 0.2808 Lr: 2.02755e-03 +[2025-02-23 21:18:19,319 INFO hook.py line 109 2996285] Train: [63/100][200/300] Data 0.002 (0.004) Batch 0.242 (0.256) Remain 00:47:45 loss: 0.3459 Lr: 2.01224e-03 +[2025-02-23 21:18:32,400 INFO hook.py line 109 2996285] Train: [63/100][250/300] Data 0.004 (0.004) Batch 0.258 (0.257) Remain 00:47:45 loss: 0.2688 Lr: 1.99664e-03 +[2025-02-23 21:18:43,597 INFO hook.py line 109 2996285] Train: [63/100][300/300] Data 0.001 (0.003) Batch 0.200 (0.251) Remain 00:46:30 loss: 0.5121 Lr: 1.98108e-03 +[2025-02-23 21:18:43,597 INFO misc.py line 135 2996285] Train result: loss: 0.3624 +[2025-02-23 21:18:43,674 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:18:57,530 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0833 +[2025-02-23 21:18:57,575 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3979 +[2025-02-23 21:18:57,614 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3692 +[2025-02-23 21:18:57,669 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4884 +[2025-02-23 21:18:57,706 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2307 +[2025-02-23 21:18:57,760 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.2794 +[2025-02-23 21:18:57,807 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2743 +[2025-02-23 21:18:57,840 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1857 +[2025-02-23 21:18:57,890 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6776 +[2025-02-23 21:18:57,931 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3218 +[2025-02-23 21:18:57,979 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5137 +[2025-02-23 21:18:58,402 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8194 +[2025-02-23 21:18:58,457 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.4694 +[2025-02-23 21:18:58,494 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3686 +[2025-02-23 21:18:58,528 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.6324 +[2025-02-23 21:18:58,572 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.3292 +[2025-02-23 21:18:58,608 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.7228 +[2025-02-23 21:18:58,639 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6253 +[2025-02-23 21:18:58,680 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0483 +[2025-02-23 21:18:58,719 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1499 +[2025-02-23 21:18:58,757 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2490 +[2025-02-23 21:18:58,793 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0184 +[2025-02-23 21:18:58,828 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6450 +[2025-02-23 21:18:58,868 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7675 +[2025-02-23 21:18:58,907 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9456 +[2025-02-23 21:18:58,944 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5631 +[2025-02-23 21:18:58,990 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9038 +[2025-02-23 21:18:59,021 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2464 +[2025-02-23 21:18:59,047 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2145 +[2025-02-23 21:18:59,100 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.4651 +[2025-02-23 21:18:59,153 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.5073 +[2025-02-23 21:18:59,185 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4491 +[2025-02-23 21:18:59,235 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1789 +[2025-02-23 21:18:59,270 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8400 +[2025-02-23 21:18:59,303 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3198 +[2025-02-23 21:18:59,340 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6831 +[2025-02-23 21:18:59,375 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6037 +[2025-02-23 21:18:59,403 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1759 +[2025-02-23 21:18:59,467 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.2481 +[2025-02-23 21:18:59,509 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3660 +[2025-02-23 21:18:59,548 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8659 +[2025-02-23 21:18:59,574 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1252 +[2025-02-23 21:18:59,605 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1190 +[2025-02-23 21:18:59,658 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4500 +[2025-02-23 21:18:59,692 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5010 +[2025-02-23 21:18:59,734 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4080 +[2025-02-23 21:18:59,769 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4937 +[2025-02-23 21:18:59,798 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3432 +[2025-02-23 21:18:59,828 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3540 +[2025-02-23 21:18:59,855 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8524 +[2025-02-23 21:18:59,881 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5647 +[2025-02-23 21:18:59,910 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6035 +[2025-02-23 21:18:59,932 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2069 +[2025-02-23 21:18:59,963 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1179 +[2025-02-23 21:18:59,996 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0320 +[2025-02-23 21:19:00,033 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1386 +[2025-02-23 21:19:00,062 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6023 +[2025-02-23 21:19:00,086 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4310 +[2025-02-23 21:19:00,121 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8141 +[2025-02-23 21:19:00,150 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2480 +[2025-02-23 21:19:00,173 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4477 +[2025-02-23 21:19:00,203 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4896 +[2025-02-23 21:19:00,234 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2371 +[2025-02-23 21:19:00,287 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0384 +[2025-02-23 21:19:00,311 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8245 +[2025-02-23 21:19:00,348 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7148 +[2025-02-23 21:19:00,384 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3674 +[2025-02-23 21:19:00,413 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7739 +[2025-02-23 21:19:00,441 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2599 +[2025-02-23 21:19:00,492 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9947 +[2025-02-23 21:19:00,531 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8799 +[2025-02-23 21:19:00,578 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4339 +[2025-02-23 21:19:00,622 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1930 +[2025-02-23 21:19:00,659 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9875 +[2025-02-23 21:19:00,705 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4490 +[2025-02-23 21:19:00,731 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.5913 +[2025-02-23 21:19:00,781 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2203 +[2025-02-23 21:19:00,805 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5779 +[2025-02-23 21:19:01,923 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:19:01,923 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:19:01,923 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] wall : 0.8555 0.9559 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] floor : 0.9639 0.9833 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] cabinet : 0.6662 0.7569 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] bed : 0.8136 0.8605 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] chair : 0.9068 0.9535 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] sofa : 0.8357 0.8924 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] table : 0.7139 0.8079 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] door : 0.6552 0.7301 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] window : 0.5990 0.7066 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] bookshelf : 0.7981 0.8694 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] picture : 0.3337 0.4432 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] counter : 0.6511 0.8342 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] desk : 0.6377 0.8115 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] curtain : 0.7593 0.8979 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] refridgerator : 0.5224 0.5296 +[2025-02-23 21:19:01,923 INFO hook.py line 232 2996285] shower curtain : 0.6947 0.7527 +[2025-02-23 21:19:01,924 INFO hook.py line 232 2996285] toilet : 0.9095 0.9543 +[2025-02-23 21:19:01,924 INFO hook.py line 232 2996285] sink : 0.6541 0.7868 +[2025-02-23 21:19:01,924 INFO hook.py line 232 2996285] bathtub : 0.8927 0.9302 +[2025-02-23 21:19:01,924 INFO hook.py line 232 2996285] otherfurniture : 0.5712 0.7194 +[2025-02-23 21:19:01,924 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:19:01,924 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7217/0.8088/0.9036. +[2025-02-23 21:19:01,924 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:19:01,930 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7244 +[2025-02-23 21:19:01,930 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:19:20,750 INFO hook.py line 109 2996285] Train: [64/100][50/300] Data 0.005 (0.004) Batch 0.250 (0.271) Remain 00:49:59 loss: 0.4739 Lr: 1.96554e-03 +[2025-02-23 21:19:33,480 INFO hook.py line 109 2996285] Train: [64/100][100/300] Data 0.004 (0.004) Batch 0.253 (0.263) Remain 00:48:10 loss: 0.3402 Lr: 1.95004e-03 +[2025-02-23 21:19:46,191 INFO hook.py line 109 2996285] Train: [64/100][150/300] Data 0.004 (0.004) Batch 0.279 (0.260) Remain 00:47:25 loss: 0.5205 Lr: 1.93457e-03 +[2025-02-23 21:19:58,880 INFO hook.py line 109 2996285] Train: [64/100][200/300] Data 0.004 (0.004) Batch 0.260 (0.258) Remain 00:46:55 loss: 0.3765 Lr: 1.91913e-03 +[2025-02-23 21:20:11,643 INFO hook.py line 109 2996285] Train: [64/100][250/300] Data 0.003 (0.004) Batch 0.241 (0.258) Remain 00:46:35 loss: 0.3137 Lr: 1.90373e-03 +[2025-02-23 21:20:22,989 INFO hook.py line 109 2996285] Train: [64/100][300/300] Data 0.001 (0.004) Batch 0.189 (0.253) Remain 00:45:27 loss: 0.3310 Lr: 1.88835e-03 +[2025-02-23 21:20:22,990 INFO misc.py line 135 2996285] Train result: loss: 0.3601 +[2025-02-23 21:20:23,085 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:20:36,455 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0819 +[2025-02-23 21:20:36,560 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3098 +[2025-02-23 21:20:36,611 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3408 +[2025-02-23 21:20:36,824 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4139 +[2025-02-23 21:20:36,864 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.2083 +[2025-02-23 21:20:37,015 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4551 +[2025-02-23 21:20:37,461 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2302 +[2025-02-23 21:20:37,488 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1960 +[2025-02-23 21:20:37,529 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6943 +[2025-02-23 21:20:37,565 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3020 +[2025-02-23 21:20:37,609 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.5174 +[2025-02-23 21:20:37,642 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7693 +[2025-02-23 21:20:37,687 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5498 +[2025-02-23 21:20:38,166 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2695 +[2025-02-23 21:20:38,201 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8888 +[2025-02-23 21:20:38,243 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0533 +[2025-02-23 21:20:38,278 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5056 +[2025-02-23 21:20:38,313 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4626 +[2025-02-23 21:20:38,351 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8484 +[2025-02-23 21:20:38,385 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0931 +[2025-02-23 21:20:38,422 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2434 +[2025-02-23 21:20:38,457 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3055 +[2025-02-23 21:20:38,490 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6016 +[2025-02-23 21:20:38,531 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7838 +[2025-02-23 21:20:38,570 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6247 +[2025-02-23 21:20:38,607 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.2902 +[2025-02-23 21:20:38,653 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2396 +[2025-02-23 21:20:38,685 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.5097 +[2025-02-23 21:20:38,715 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2218 +[2025-02-23 21:20:38,773 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3987 +[2025-02-23 21:20:38,831 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3434 +[2025-02-23 21:20:38,866 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2743 +[2025-02-23 21:20:38,916 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1235 +[2025-02-23 21:20:38,951 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0812 +[2025-02-23 21:20:38,994 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4404 +[2025-02-23 21:20:39,030 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6396 +[2025-02-23 21:20:39,064 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7339 +[2025-02-23 21:20:39,090 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1950 +[2025-02-23 21:20:39,147 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3357 +[2025-02-23 21:20:39,191 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.0873 +[2025-02-23 21:20:39,241 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8421 +[2025-02-23 21:20:39,270 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1319 +[2025-02-23 21:20:39,308 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1208 +[2025-02-23 21:20:39,358 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4912 +[2025-02-23 21:20:39,390 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4412 +[2025-02-23 21:20:39,432 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4992 +[2025-02-23 21:20:39,467 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.2261 +[2025-02-23 21:20:39,496 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3654 +[2025-02-23 21:20:39,525 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1244 +[2025-02-23 21:20:39,553 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.4821 +[2025-02-23 21:20:39,579 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2070 +[2025-02-23 21:20:39,609 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6813 +[2025-02-23 21:20:39,631 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4305 +[2025-02-23 21:20:39,662 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3238 +[2025-02-23 21:20:39,695 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0357 +[2025-02-23 21:20:39,732 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2785 +[2025-02-23 21:20:39,761 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3720 +[2025-02-23 21:20:39,785 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2954 +[2025-02-23 21:20:39,820 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6540 +[2025-02-23 21:20:39,851 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2883 +[2025-02-23 21:20:39,873 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4299 +[2025-02-23 21:20:39,903 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5572 +[2025-02-23 21:20:39,936 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0910 +[2025-02-23 21:20:39,991 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7157 +[2025-02-23 21:20:40,015 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8737 +[2025-02-23 21:20:40,051 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4803 +[2025-02-23 21:20:40,085 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2152 +[2025-02-23 21:20:40,114 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.4451 +[2025-02-23 21:20:40,141 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2722 +[2025-02-23 21:20:40,193 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.4782 +[2025-02-23 21:20:40,233 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7632 +[2025-02-23 21:20:40,280 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2839 +[2025-02-23 21:20:40,324 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1737 +[2025-02-23 21:20:40,361 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1129 +[2025-02-23 21:20:40,406 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4506 +[2025-02-23 21:20:40,432 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.3781 +[2025-02-23 21:20:40,482 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1830 +[2025-02-23 21:20:40,506 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8114 +[2025-02-23 21:20:41,698 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:20:41,698 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:20:41,698 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:20:41,698 INFO hook.py line 232 2996285] wall : 0.8640 0.9452 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] floor : 0.9623 0.9858 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] cabinet : 0.6699 0.8044 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] bed : 0.8156 0.8750 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] chair : 0.9001 0.9497 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] sofa : 0.8292 0.9236 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] table : 0.7065 0.7647 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] door : 0.6843 0.8076 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] window : 0.6455 0.7669 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] bookshelf : 0.7735 0.9211 +[2025-02-23 21:20:41,699 INFO hook.py line 232 2996285] picture : 0.3739 0.4581 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] counter : 0.6670 0.8085 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] desk : 0.6816 0.8911 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] curtain : 0.7287 0.8596 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] refridgerator : 0.6288 0.7696 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] shower curtain : 0.5718 0.6132 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] toilet : 0.9520 0.9692 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] sink : 0.6882 0.7619 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] bathtub : 0.9023 0.9337 +[2025-02-23 21:20:41,700 INFO hook.py line 232 2996285] otherfurniture : 0.5745 0.6416 +[2025-02-23 21:20:41,700 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:20:41,700 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7310/0.8225/0.9070. +[2025-02-23 21:20:41,701 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:20:41,708 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7310 +[2025-02-23 21:20:41,708 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:20:41,708 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:21:01,008 INFO hook.py line 109 2996285] Train: [65/100][50/300] Data 0.002 (0.004) Batch 0.268 (0.257) Remain 00:46:03 loss: 0.3284 Lr: 1.87302e-03 +[2025-02-23 21:21:13,560 INFO hook.py line 109 2996285] Train: [65/100][100/300] Data 0.002 (0.004) Batch 0.238 (0.254) Remain 00:45:17 loss: 0.2489 Lr: 1.85771e-03 +[2025-02-23 21:21:26,242 INFO hook.py line 109 2996285] Train: [65/100][150/300] Data 0.005 (0.004) Batch 0.249 (0.254) Remain 00:45:03 loss: 0.3268 Lr: 1.84244e-03 +[2025-02-23 21:21:39,506 INFO hook.py line 109 2996285] Train: [65/100][200/300] Data 0.003 (0.004) Batch 0.254 (0.257) Remain 00:45:21 loss: 0.4808 Lr: 1.82721e-03 +[2025-02-23 21:21:52,350 INFO hook.py line 109 2996285] Train: [65/100][250/300] Data 0.006 (0.004) Batch 0.265 (0.257) Remain 00:45:08 loss: 0.4498 Lr: 1.81201e-03 +[2025-02-23 21:22:03,561 INFO hook.py line 109 2996285] Train: [65/100][300/300] Data 0.001 (0.004) Batch 0.204 (0.251) Remain 00:43:58 loss: 0.3470 Lr: 1.79685e-03 +[2025-02-23 21:22:03,561 INFO misc.py line 135 2996285] Train result: loss: 0.3544 +[2025-02-23 21:22:03,636 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:22:17,642 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0896 +[2025-02-23 21:22:17,691 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4674 +[2025-02-23 21:22:17,728 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3695 +[2025-02-23 21:22:17,774 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4351 +[2025-02-23 21:22:17,806 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1750 +[2025-02-23 21:22:17,858 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4780 +[2025-02-23 21:22:17,904 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.4210 +[2025-02-23 21:22:17,937 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1989 +[2025-02-23 21:22:17,977 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7735 +[2025-02-23 21:22:18,011 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2287 +[2025-02-23 21:22:18,055 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4857 +[2025-02-23 21:22:18,094 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.5518 +[2025-02-23 21:22:18,140 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.2026 +[2025-02-23 21:22:18,176 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3906 +[2025-02-23 21:22:18,212 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2333 +[2025-02-23 21:22:18,253 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0764 +[2025-02-23 21:22:18,288 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.6784 +[2025-02-23 21:22:18,319 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6790 +[2025-02-23 21:22:18,360 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8870 +[2025-02-23 21:22:18,393 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2446 +[2025-02-23 21:22:18,425 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1933 +[2025-02-23 21:22:18,463 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2181 +[2025-02-23 21:22:18,490 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6297 +[2025-02-23 21:22:18,530 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7313 +[2025-02-23 21:22:18,568 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9670 +[2025-02-23 21:22:18,611 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5311 +[2025-02-23 21:22:18,657 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9769 +[2025-02-23 21:22:18,687 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3397 +[2025-02-23 21:22:18,717 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1935 +[2025-02-23 21:22:18,770 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3005 +[2025-02-23 21:22:18,822 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3416 +[2025-02-23 21:22:18,853 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3997 +[2025-02-23 21:22:18,905 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1523 +[2025-02-23 21:22:18,940 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9750 +[2025-02-23 21:22:18,974 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.1845 +[2025-02-23 21:22:19,015 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6652 +[2025-02-23 21:22:19,058 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4689 +[2025-02-23 21:22:19,084 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.4362 +[2025-02-23 21:22:19,140 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4789 +[2025-02-23 21:22:19,181 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2053 +[2025-02-23 21:22:19,220 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9326 +[2025-02-23 21:22:19,256 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1117 +[2025-02-23 21:22:19,296 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1127 +[2025-02-23 21:22:19,352 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3138 +[2025-02-23 21:22:19,385 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4737 +[2025-02-23 21:22:19,432 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5081 +[2025-02-23 21:22:19,467 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.4775 +[2025-02-23 21:22:19,496 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3543 +[2025-02-23 21:22:19,524 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3060 +[2025-02-23 21:22:19,551 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7417 +[2025-02-23 21:22:19,583 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.7101 +[2025-02-23 21:22:19,613 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5200 +[2025-02-23 21:22:19,636 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1951 +[2025-02-23 21:22:19,667 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0829 +[2025-02-23 21:22:19,700 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0299 +[2025-02-23 21:22:19,737 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1452 +[2025-02-23 21:22:19,766 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6680 +[2025-02-23 21:22:19,788 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3192 +[2025-02-23 21:22:19,823 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7454 +[2025-02-23 21:22:19,852 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2902 +[2025-02-23 21:22:19,873 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4551 +[2025-02-23 21:22:19,904 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7674 +[2025-02-23 21:22:19,936 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9123 +[2025-02-23 21:22:19,990 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8280 +[2025-02-23 21:22:20,015 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0287 +[2025-02-23 21:22:20,052 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.7018 +[2025-02-23 21:22:20,087 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2430 +[2025-02-23 21:22:20,115 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6991 +[2025-02-23 21:22:20,141 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2833 +[2025-02-23 21:22:20,191 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.6656 +[2025-02-23 21:22:20,231 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9221 +[2025-02-23 21:22:20,279 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2287 +[2025-02-23 21:22:20,323 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1330 +[2025-02-23 21:22:20,361 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0134 +[2025-02-23 21:22:20,406 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4086 +[2025-02-23 21:22:20,431 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0530 +[2025-02-23 21:22:20,481 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2836 +[2025-02-23 21:22:20,504 INFO hook.py line 289 2996285] Test: [78/78] Loss 1.0097 +[2025-02-23 21:22:21,620 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:22:21,621 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:22:21,621 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:22:21,621 INFO hook.py line 232 2996285] wall : 0.8529 0.9679 +[2025-02-23 21:22:21,621 INFO hook.py line 232 2996285] floor : 0.9647 0.9853 +[2025-02-23 21:22:21,621 INFO hook.py line 232 2996285] cabinet : 0.6557 0.7801 +[2025-02-23 21:22:21,621 INFO hook.py line 232 2996285] bed : 0.8051 0.8530 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] chair : 0.9131 0.9498 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] sofa : 0.8284 0.9303 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] table : 0.7416 0.8268 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] door : 0.6670 0.7358 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] window : 0.5902 0.6817 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] bookshelf : 0.7914 0.9088 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] picture : 0.3633 0.4319 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] counter : 0.6935 0.8176 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] desk : 0.6690 0.8135 +[2025-02-23 21:22:21,622 INFO hook.py line 232 2996285] curtain : 0.7194 0.8274 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] refridgerator : 0.6347 0.6545 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] shower curtain : 0.4834 0.5063 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] toilet : 0.9469 0.9767 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] sink : 0.6847 0.7462 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] bathtub : 0.9023 0.9320 +[2025-02-23 21:22:21,623 INFO hook.py line 232 2996285] otherfurniture : 0.5665 0.6350 +[2025-02-23 21:22:21,623 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:22:21,623 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7237/0.7980/0.9052. +[2025-02-23 21:22:21,624 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:22:21,630 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:22:21,630 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:22:40,726 INFO hook.py line 109 2996285] Train: [66/100][50/300] Data 0.003 (0.004) Batch 0.245 (0.258) Remain 00:44:54 loss: 0.3401 Lr: 1.78172e-03 +[2025-02-23 21:22:53,280 INFO hook.py line 109 2996285] Train: [66/100][100/300] Data 0.006 (0.004) Batch 0.257 (0.254) Remain 00:44:05 loss: 0.3392 Lr: 1.76663e-03 +[2025-02-23 21:23:06,082 INFO hook.py line 109 2996285] Train: [66/100][150/300] Data 0.005 (0.004) Batch 0.270 (0.255) Remain 00:43:58 loss: 0.3182 Lr: 1.75158e-03 +[2025-02-23 21:23:19,131 INFO hook.py line 109 2996285] Train: [66/100][200/300] Data 0.004 (0.004) Batch 0.244 (0.256) Remain 00:44:01 loss: 0.3481 Lr: 1.73657e-03 +[2025-02-23 21:23:31,907 INFO hook.py line 109 2996285] Train: [66/100][250/300] Data 0.004 (0.004) Batch 0.254 (0.256) Remain 00:43:46 loss: 0.3702 Lr: 1.72159e-03 +[2025-02-23 21:23:43,047 INFO hook.py line 109 2996285] Train: [66/100][300/300] Data 0.001 (0.004) Batch 0.213 (0.251) Remain 00:42:36 loss: 0.3277 Lr: 1.70666e-03 +[2025-02-23 21:23:43,047 INFO misc.py line 135 2996285] Train result: loss: 0.3421 +[2025-02-23 21:23:43,120 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:23:56,498 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0766 +[2025-02-23 21:23:56,797 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.7360 +[2025-02-23 21:23:57,053 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2157 +[2025-02-23 21:23:57,516 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5301 +[2025-02-23 21:23:57,552 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1907 +[2025-02-23 21:23:57,599 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3666 +[2025-02-23 21:23:57,645 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3290 +[2025-02-23 21:23:57,672 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2748 +[2025-02-23 21:23:57,712 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6093 +[2025-02-23 21:23:57,750 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4206 +[2025-02-23 21:23:57,793 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3053 +[2025-02-23 21:23:57,831 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.6911 +[2025-02-23 21:23:57,878 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.5684 +[2025-02-23 21:23:57,922 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2356 +[2025-02-23 21:23:57,957 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0581 +[2025-02-23 21:23:58,001 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1086 +[2025-02-23 21:23:58,035 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4972 +[2025-02-23 21:23:58,065 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5421 +[2025-02-23 21:23:58,103 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1069 +[2025-02-23 21:23:58,135 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1723 +[2025-02-23 21:23:58,168 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2160 +[2025-02-23 21:23:58,205 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0419 +[2025-02-23 21:23:58,231 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6071 +[2025-02-23 21:23:58,271 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7010 +[2025-02-23 21:23:58,312 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7641 +[2025-02-23 21:23:58,348 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4795 +[2025-02-23 21:23:58,394 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.5112 +[2025-02-23 21:23:58,424 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2297 +[2025-02-23 21:23:58,449 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2286 +[2025-02-23 21:23:58,502 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3418 +[2025-02-23 21:23:58,555 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2990 +[2025-02-23 21:23:58,586 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3216 +[2025-02-23 21:23:58,644 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1543 +[2025-02-23 21:23:58,678 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7701 +[2025-02-23 21:23:58,711 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4427 +[2025-02-23 21:23:58,753 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7856 +[2025-02-23 21:23:58,792 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5542 +[2025-02-23 21:23:58,831 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2031 +[2025-02-23 21:23:58,886 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3749 +[2025-02-23 21:23:58,931 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1716 +[2025-02-23 21:23:58,970 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.8893 +[2025-02-23 21:23:59,008 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1475 +[2025-02-23 21:23:59,048 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0948 +[2025-02-23 21:23:59,100 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4114 +[2025-02-23 21:23:59,130 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3523 +[2025-02-23 21:23:59,175 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.4962 +[2025-02-23 21:23:59,216 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.2413 +[2025-02-23 21:23:59,245 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3785 +[2025-02-23 21:23:59,275 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9871 +[2025-02-23 21:23:59,303 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8287 +[2025-02-23 21:23:59,330 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5680 +[2025-02-23 21:23:59,360 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5427 +[2025-02-23 21:23:59,383 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3637 +[2025-02-23 21:23:59,414 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9713 +[2025-02-23 21:23:59,447 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0384 +[2025-02-23 21:23:59,484 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.3131 +[2025-02-23 21:23:59,514 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4523 +[2025-02-23 21:23:59,537 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3888 +[2025-02-23 21:23:59,572 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7169 +[2025-02-23 21:23:59,602 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4097 +[2025-02-23 21:23:59,624 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4204 +[2025-02-23 21:23:59,654 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6624 +[2025-02-23 21:23:59,686 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6513 +[2025-02-23 21:23:59,741 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9449 +[2025-02-23 21:23:59,765 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8779 +[2025-02-23 21:23:59,802 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5913 +[2025-02-23 21:23:59,838 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3596 +[2025-02-23 21:23:59,866 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6308 +[2025-02-23 21:23:59,893 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2907 +[2025-02-23 21:23:59,944 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9796 +[2025-02-23 21:23:59,984 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8374 +[2025-02-23 21:24:00,032 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2373 +[2025-02-23 21:24:00,076 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2179 +[2025-02-23 21:24:00,114 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8468 +[2025-02-23 21:24:00,159 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2829 +[2025-02-23 21:24:00,185 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8032 +[2025-02-23 21:24:00,236 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2477 +[2025-02-23 21:24:00,261 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6003 +[2025-02-23 21:24:01,510 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:24:01,510 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:24:01,510 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:24:01,510 INFO hook.py line 232 2996285] wall : 0.8583 0.9448 +[2025-02-23 21:24:01,510 INFO hook.py line 232 2996285] floor : 0.9642 0.9854 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] cabinet : 0.6363 0.7283 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] bed : 0.7992 0.8632 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] chair : 0.9114 0.9530 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] sofa : 0.8458 0.9018 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] table : 0.7103 0.8113 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] door : 0.6614 0.8257 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] window : 0.6365 0.7700 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] bookshelf : 0.8051 0.9199 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] picture : 0.3865 0.4993 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] counter : 0.6831 0.7924 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] desk : 0.6505 0.8587 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] curtain : 0.7471 0.8815 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] refridgerator : 0.5201 0.5294 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] shower curtain : 0.5259 0.5694 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] toilet : 0.9392 0.9683 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] sink : 0.6702 0.7386 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] bathtub : 0.8657 0.9183 +[2025-02-23 21:24:01,511 INFO hook.py line 232 2996285] otherfurniture : 0.5719 0.6512 +[2025-02-23 21:24:01,511 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:24:01,511 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7195/0.8055/0.9046. +[2025-02-23 21:24:01,512 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:24:01,516 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:24:01,516 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:24:20,472 INFO hook.py line 109 2996285] Train: [67/100][50/300] Data 0.008 (0.004) Batch 0.253 (0.258) Remain 00:43:35 loss: 0.3687 Lr: 1.69176e-03 +[2025-02-23 21:24:33,134 INFO hook.py line 109 2996285] Train: [67/100][100/300] Data 0.002 (0.004) Batch 0.238 (0.255) Remain 00:42:59 loss: 0.2668 Lr: 1.67690e-03 +[2025-02-23 21:24:46,020 INFO hook.py line 109 2996285] Train: [67/100][150/300] Data 0.003 (0.004) Batch 0.257 (0.256) Remain 00:42:54 loss: 0.3601 Lr: 1.66209e-03 +[2025-02-23 21:24:59,314 INFO hook.py line 109 2996285] Train: [67/100][200/300] Data 0.003 (0.004) Batch 0.247 (0.259) Remain 00:43:06 loss: 0.3953 Lr: 1.64731e-03 +[2025-02-23 21:25:11,923 INFO hook.py line 109 2996285] Train: [67/100][250/300] Data 0.003 (0.004) Batch 0.269 (0.257) Remain 00:42:40 loss: 0.3647 Lr: 1.63258e-03 +[2025-02-23 21:25:22,851 INFO hook.py line 109 2996285] Train: [67/100][300/300] Data 0.001 (0.003) Batch 0.189 (0.251) Remain 00:41:23 loss: 0.4177 Lr: 1.61788e-03 +[2025-02-23 21:25:22,852 INFO misc.py line 135 2996285] Train result: loss: 0.3368 +[2025-02-23 21:25:22,925 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:25:36,333 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0681 +[2025-02-23 21:25:36,380 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.6006 +[2025-02-23 21:25:36,430 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3621 +[2025-02-23 21:25:36,501 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5013 +[2025-02-23 21:25:36,545 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1138 +[2025-02-23 21:25:36,929 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4980 +[2025-02-23 21:25:36,981 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3033 +[2025-02-23 21:25:37,011 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1847 +[2025-02-23 21:25:37,053 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5760 +[2025-02-23 21:25:37,088 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3999 +[2025-02-23 21:25:37,132 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2744 +[2025-02-23 21:25:37,173 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9101 +[2025-02-23 21:25:37,220 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.3728 +[2025-02-23 21:25:37,258 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6214 +[2025-02-23 21:25:37,774 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8620 +[2025-02-23 21:25:37,823 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0601 +[2025-02-23 21:25:37,860 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4399 +[2025-02-23 21:25:37,896 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6194 +[2025-02-23 21:25:37,937 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8341 +[2025-02-23 21:25:37,971 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0535 +[2025-02-23 21:25:38,003 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2121 +[2025-02-23 21:25:38,039 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1234 +[2025-02-23 21:25:38,065 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7693 +[2025-02-23 21:25:38,108 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6423 +[2025-02-23 21:25:38,147 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8070 +[2025-02-23 21:25:38,183 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4402 +[2025-02-23 21:25:38,229 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9196 +[2025-02-23 21:25:38,262 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3742 +[2025-02-23 21:25:38,288 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2473 +[2025-02-23 21:25:38,341 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2010 +[2025-02-23 21:25:38,394 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2996 +[2025-02-23 21:25:38,425 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3598 +[2025-02-23 21:25:38,476 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1592 +[2025-02-23 21:25:38,512 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7964 +[2025-02-23 21:25:38,547 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.1953 +[2025-02-23 21:25:38,580 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7773 +[2025-02-23 21:25:38,614 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3663 +[2025-02-23 21:25:38,641 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2480 +[2025-02-23 21:25:38,700 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4496 +[2025-02-23 21:25:38,741 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1702 +[2025-02-23 21:25:38,781 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1594 +[2025-02-23 21:25:38,807 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1351 +[2025-02-23 21:25:38,839 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0938 +[2025-02-23 21:25:38,892 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3203 +[2025-02-23 21:25:38,921 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4619 +[2025-02-23 21:25:38,966 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6010 +[2025-02-23 21:25:39,001 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0994 +[2025-02-23 21:25:39,031 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3080 +[2025-02-23 21:25:39,060 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.5918 +[2025-02-23 21:25:39,087 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.5853 +[2025-02-23 21:25:39,113 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.5068 +[2025-02-23 21:25:39,143 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7375 +[2025-02-23 21:25:39,166 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1521 +[2025-02-23 21:25:39,197 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0749 +[2025-02-23 21:25:39,230 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0451 +[2025-02-23 21:25:39,266 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1380 +[2025-02-23 21:25:39,295 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4183 +[2025-02-23 21:25:39,318 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3907 +[2025-02-23 21:25:39,354 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8017 +[2025-02-23 21:25:39,384 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3400 +[2025-02-23 21:25:39,406 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4352 +[2025-02-23 21:25:39,436 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4848 +[2025-02-23 21:25:39,469 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3471 +[2025-02-23 21:25:39,522 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7832 +[2025-02-23 21:25:39,547 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1461 +[2025-02-23 21:25:39,584 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5468 +[2025-02-23 21:25:39,618 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1811 +[2025-02-23 21:25:39,648 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6607 +[2025-02-23 21:25:39,673 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3487 +[2025-02-23 21:25:39,724 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9146 +[2025-02-23 21:25:39,766 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6530 +[2025-02-23 21:25:39,814 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2019 +[2025-02-23 21:25:39,859 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1710 +[2025-02-23 21:25:39,895 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0646 +[2025-02-23 21:25:39,940 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5940 +[2025-02-23 21:25:39,974 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7597 +[2025-02-23 21:25:40,025 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.4708 +[2025-02-23 21:25:40,049 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.8365 +[2025-02-23 21:25:41,473 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:25:41,474 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:25:41,474 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] wall : 0.8668 0.9432 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] floor : 0.9621 0.9877 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] cabinet : 0.6666 0.8140 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] bed : 0.8021 0.8602 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] chair : 0.9078 0.9528 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] sofa : 0.8398 0.9265 +[2025-02-23 21:25:41,474 INFO hook.py line 232 2996285] table : 0.7400 0.8344 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] door : 0.6804 0.7996 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] window : 0.6519 0.7970 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] bookshelf : 0.7968 0.9080 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] picture : 0.3289 0.4799 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] counter : 0.6147 0.7218 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] desk : 0.6845 0.8469 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] curtain : 0.7059 0.8148 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] refridgerator : 0.5311 0.5396 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] shower curtain : 0.5719 0.6121 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] toilet : 0.9420 0.9684 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] sink : 0.6804 0.7772 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] bathtub : 0.8642 0.9132 +[2025-02-23 21:25:41,475 INFO hook.py line 232 2996285] otherfurniture : 0.5692 0.6490 +[2025-02-23 21:25:41,475 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:25:41,475 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7204/0.8073/0.9074. +[2025-02-23 21:25:41,477 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:25:41,485 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:25:41,486 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:26:00,260 INFO hook.py line 109 2996285] Train: [68/100][50/300] Data 0.004 (0.004) Batch 0.241 (0.259) Remain 00:42:31 loss: 0.3412 Lr: 1.60323e-03 +[2025-02-23 21:26:13,235 INFO hook.py line 109 2996285] Train: [68/100][100/300] Data 0.003 (0.004) Batch 0.265 (0.259) Remain 00:42:20 loss: 0.3314 Lr: 1.58862e-03 +[2025-02-23 21:26:25,763 INFO hook.py line 109 2996285] Train: [68/100][150/300] Data 0.003 (0.004) Batch 0.233 (0.256) Remain 00:41:38 loss: 0.2265 Lr: 1.57405e-03 +[2025-02-23 21:26:38,470 INFO hook.py line 109 2996285] Train: [68/100][200/300] Data 0.005 (0.004) Batch 0.259 (0.256) Remain 00:41:20 loss: 0.4055 Lr: 1.55953e-03 +[2025-02-23 21:26:51,163 INFO hook.py line 109 2996285] Train: [68/100][250/300] Data 0.003 (0.004) Batch 0.249 (0.255) Remain 00:41:04 loss: 0.2278 Lr: 1.54505e-03 +[2025-02-23 21:27:02,121 INFO hook.py line 109 2996285] Train: [68/100][300/300] Data 0.001 (0.003) Batch 0.187 (0.249) Remain 00:39:53 loss: 0.3151 Lr: 1.53062e-03 +[2025-02-23 21:27:02,122 INFO misc.py line 135 2996285] Train result: loss: 0.3417 +[2025-02-23 21:27:02,223 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:27:15,595 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0652 +[2025-02-23 21:27:16,010 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4535 +[2025-02-23 21:27:16,054 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1761 +[2025-02-23 21:27:16,104 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4701 +[2025-02-23 21:27:16,140 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1383 +[2025-02-23 21:27:16,200 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4611 +[2025-02-23 21:27:16,246 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3044 +[2025-02-23 21:27:16,598 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1716 +[2025-02-23 21:27:16,648 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.4466 +[2025-02-23 21:27:16,709 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2945 +[2025-02-23 21:27:16,750 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4334 +[2025-02-23 21:27:16,783 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9895 +[2025-02-23 21:27:16,830 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.6193 +[2025-02-23 21:27:16,868 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7416 +[2025-02-23 21:27:17,044 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1417 +[2025-02-23 21:27:17,096 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0481 +[2025-02-23 21:27:17,132 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5776 +[2025-02-23 21:27:17,165 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8544 +[2025-02-23 21:27:17,206 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9847 +[2025-02-23 21:27:17,245 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1929 +[2025-02-23 21:27:17,278 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2101 +[2025-02-23 21:27:17,314 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1374 +[2025-02-23 21:27:17,352 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7098 +[2025-02-23 21:27:17,398 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6628 +[2025-02-23 21:27:17,436 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7320 +[2025-02-23 21:27:17,478 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3818 +[2025-02-23 21:27:17,531 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7125 +[2025-02-23 21:27:17,562 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3102 +[2025-02-23 21:27:17,589 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1777 +[2025-02-23 21:27:17,642 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3305 +[2025-02-23 21:27:17,695 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3340 +[2025-02-23 21:27:17,728 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2578 +[2025-02-23 21:27:17,778 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1702 +[2025-02-23 21:27:17,812 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7986 +[2025-02-23 21:27:17,847 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4974 +[2025-02-23 21:27:17,886 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9428 +[2025-02-23 21:27:17,920 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6172 +[2025-02-23 21:27:17,945 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2207 +[2025-02-23 21:27:18,001 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7246 +[2025-02-23 21:27:18,046 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.0925 +[2025-02-23 21:27:18,085 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9119 +[2025-02-23 21:27:18,123 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1164 +[2025-02-23 21:27:18,158 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0835 +[2025-02-23 21:27:18,209 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3736 +[2025-02-23 21:27:18,238 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5759 +[2025-02-23 21:27:18,281 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5314 +[2025-02-23 21:27:18,315 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.6837 +[2025-02-23 21:27:18,346 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2885 +[2025-02-23 21:27:18,374 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1861 +[2025-02-23 21:27:18,401 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8446 +[2025-02-23 21:27:18,427 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6168 +[2025-02-23 21:27:18,457 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5422 +[2025-02-23 21:27:18,479 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.5303 +[2025-02-23 21:27:18,510 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2054 +[2025-02-23 21:27:18,543 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0413 +[2025-02-23 21:27:18,580 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2812 +[2025-02-23 21:27:18,608 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5633 +[2025-02-23 21:27:18,631 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3242 +[2025-02-23 21:27:18,666 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8334 +[2025-02-23 21:27:18,695 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5529 +[2025-02-23 21:27:18,717 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4047 +[2025-02-23 21:27:18,747 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5681 +[2025-02-23 21:27:18,780 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1959 +[2025-02-23 21:27:18,834 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8400 +[2025-02-23 21:27:18,858 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0316 +[2025-02-23 21:27:18,894 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3115 +[2025-02-23 21:27:18,929 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2613 +[2025-02-23 21:27:18,957 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7874 +[2025-02-23 21:27:18,984 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3907 +[2025-02-23 21:27:19,036 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8962 +[2025-02-23 21:27:19,075 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7998 +[2025-02-23 21:27:19,123 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2410 +[2025-02-23 21:27:19,167 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1433 +[2025-02-23 21:27:19,203 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9064 +[2025-02-23 21:27:19,248 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3147 +[2025-02-23 21:27:19,273 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6972 +[2025-02-23 21:27:19,323 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1789 +[2025-02-23 21:27:19,347 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5926 +[2025-02-23 21:27:20,585 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:27:20,586 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:27:20,586 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] wall : 0.8602 0.9529 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] floor : 0.9648 0.9840 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] cabinet : 0.6506 0.8239 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] bed : 0.8077 0.8512 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] chair : 0.9045 0.9590 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] sofa : 0.8392 0.9006 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] table : 0.7309 0.8629 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] door : 0.6636 0.7705 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] window : 0.6288 0.7275 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] bookshelf : 0.8055 0.8939 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] picture : 0.3396 0.4853 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] counter : 0.6729 0.8007 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] desk : 0.6276 0.7527 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] curtain : 0.7339 0.8656 +[2025-02-23 21:27:20,586 INFO hook.py line 232 2996285] refridgerator : 0.5879 0.6302 +[2025-02-23 21:27:20,587 INFO hook.py line 232 2996285] shower curtain : 0.5623 0.6206 +[2025-02-23 21:27:20,587 INFO hook.py line 232 2996285] toilet : 0.9227 0.9770 +[2025-02-23 21:27:20,587 INFO hook.py line 232 2996285] sink : 0.6802 0.7827 +[2025-02-23 21:27:20,587 INFO hook.py line 232 2996285] bathtub : 0.9001 0.9260 +[2025-02-23 21:27:20,587 INFO hook.py line 232 2996285] otherfurniture : 0.5792 0.6228 +[2025-02-23 21:27:20,587 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:27:20,587 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7231/0.8095/0.9058. +[2025-02-23 21:27:20,587 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:27:20,590 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:27:20,591 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:27:39,572 INFO hook.py line 109 2996285] Train: [69/100][50/300] Data 0.004 (0.004) Batch 0.242 (0.267) Remain 00:42:28 loss: 0.4050 Lr: 1.51623e-03 +[2025-02-23 21:27:52,404 INFO hook.py line 109 2996285] Train: [69/100][100/300] Data 0.004 (0.004) Batch 0.230 (0.262) Remain 00:41:25 loss: 0.3967 Lr: 1.50188e-03 +[2025-02-23 21:28:05,199 INFO hook.py line 109 2996285] Train: [69/100][150/300] Data 0.003 (0.004) Batch 0.245 (0.260) Remain 00:40:53 loss: 0.2240 Lr: 1.48758e-03 +[2025-02-23 21:28:17,935 INFO hook.py line 109 2996285] Train: [69/100][200/300] Data 0.003 (0.004) Batch 0.250 (0.258) Remain 00:40:29 loss: 0.3741 Lr: 1.47333e-03 +[2025-02-23 21:28:30,619 INFO hook.py line 109 2996285] Train: [69/100][250/300] Data 0.003 (0.004) Batch 0.231 (0.257) Remain 00:40:07 loss: 0.2985 Lr: 1.45912e-03 +[2025-02-23 21:28:41,574 INFO hook.py line 109 2996285] Train: [69/100][300/300] Data 0.002 (0.003) Batch 0.195 (0.251) Remain 00:38:54 loss: 0.3022 Lr: 1.44496e-03 +[2025-02-23 21:28:41,574 INFO misc.py line 135 2996285] Train result: loss: 0.3349 +[2025-02-23 21:28:41,673 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:28:55,289 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0679 +[2025-02-23 21:28:55,658 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2130 +[2025-02-23 21:28:55,690 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1927 +[2025-02-23 21:28:55,737 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4300 +[2025-02-23 21:28:55,775 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1394 +[2025-02-23 21:28:55,832 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5488 +[2025-02-23 21:28:55,878 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2583 +[2025-02-23 21:28:55,915 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1592 +[2025-02-23 21:28:56,286 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6719 +[2025-02-23 21:28:56,322 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3033 +[2025-02-23 21:28:56,362 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3634 +[2025-02-23 21:28:56,393 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8808 +[2025-02-23 21:28:56,439 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1992 +[2025-02-23 21:28:56,481 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.8183 +[2025-02-23 21:28:56,517 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0244 +[2025-02-23 21:28:56,560 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0624 +[2025-02-23 21:28:56,595 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3782 +[2025-02-23 21:28:56,625 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6677 +[2025-02-23 21:28:56,666 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.4969 +[2025-02-23 21:28:56,699 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2336 +[2025-02-23 21:28:56,731 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1946 +[2025-02-23 21:28:56,771 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2213 +[2025-02-23 21:28:56,802 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7470 +[2025-02-23 21:28:56,843 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7051 +[2025-02-23 21:28:56,882 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.4410 +[2025-02-23 21:28:56,919 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5970 +[2025-02-23 21:28:56,974 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4089 +[2025-02-23 21:28:57,005 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3775 +[2025-02-23 21:28:57,034 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1921 +[2025-02-23 21:28:57,086 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3641 +[2025-02-23 21:28:57,139 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3175 +[2025-02-23 21:28:57,173 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3423 +[2025-02-23 21:28:57,222 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1434 +[2025-02-23 21:28:57,257 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8620 +[2025-02-23 21:28:57,292 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4481 +[2025-02-23 21:28:57,329 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7567 +[2025-02-23 21:28:57,375 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6932 +[2025-02-23 21:28:57,403 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2402 +[2025-02-23 21:28:57,461 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7744 +[2025-02-23 21:28:57,505 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2432 +[2025-02-23 21:28:57,552 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0283 +[2025-02-23 21:28:57,579 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1021 +[2025-02-23 21:28:57,610 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0834 +[2025-02-23 21:28:57,661 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3873 +[2025-02-23 21:28:57,692 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6254 +[2025-02-23 21:28:57,735 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5994 +[2025-02-23 21:28:57,769 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0422 +[2025-02-23 21:28:57,799 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2954 +[2025-02-23 21:28:57,827 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.6744 +[2025-02-23 21:28:57,855 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7721 +[2025-02-23 21:28:57,881 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.5384 +[2025-02-23 21:28:57,911 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6615 +[2025-02-23 21:28:57,933 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4994 +[2025-02-23 21:28:57,964 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1620 +[2025-02-23 21:28:57,997 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0524 +[2025-02-23 21:28:58,033 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2264 +[2025-02-23 21:28:58,062 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3123 +[2025-02-23 21:28:58,086 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3588 +[2025-02-23 21:28:58,122 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6506 +[2025-02-23 21:28:58,152 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4964 +[2025-02-23 21:28:58,173 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4852 +[2025-02-23 21:28:58,203 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5262 +[2025-02-23 21:28:58,236 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.6725 +[2025-02-23 21:28:58,289 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9398 +[2025-02-23 21:28:58,313 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8868 +[2025-02-23 21:28:58,349 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.2509 +[2025-02-23 21:28:58,384 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2289 +[2025-02-23 21:28:58,414 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7731 +[2025-02-23 21:28:58,441 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3142 +[2025-02-23 21:28:58,492 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.4316 +[2025-02-23 21:28:58,532 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8689 +[2025-02-23 21:28:58,579 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1879 +[2025-02-23 21:28:58,623 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2146 +[2025-02-23 21:28:58,660 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1124 +[2025-02-23 21:28:58,705 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5536 +[2025-02-23 21:28:58,730 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6350 +[2025-02-23 21:28:58,781 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1993 +[2025-02-23 21:28:58,805 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5557 +[2025-02-23 21:28:59,965 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:28:59,965 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:28:59,965 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:28:59,965 INFO hook.py line 232 2996285] wall : 0.8643 0.9494 +[2025-02-23 21:28:59,965 INFO hook.py line 232 2996285] floor : 0.9632 0.9812 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] cabinet : 0.6573 0.8252 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] bed : 0.7770 0.8807 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] chair : 0.9010 0.9526 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] sofa : 0.8149 0.9083 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] table : 0.7166 0.7993 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] door : 0.6808 0.8085 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] window : 0.6358 0.7763 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] bookshelf : 0.7925 0.8789 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] picture : 0.3529 0.4600 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] counter : 0.6614 0.7613 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] desk : 0.6349 0.8620 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] curtain : 0.7268 0.8209 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] refridgerator : 0.6040 0.6604 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] shower curtain : 0.5690 0.6024 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] toilet : 0.9346 0.9632 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] sink : 0.7056 0.8177 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] bathtub : 0.9082 0.9274 +[2025-02-23 21:28:59,966 INFO hook.py line 232 2996285] otherfurniture : 0.5747 0.6163 +[2025-02-23 21:28:59,966 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:28:59,966 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7238/0.8126/0.9053. +[2025-02-23 21:28:59,967 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:28:59,971 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:28:59,972 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:29:19,140 INFO hook.py line 109 2996285] Train: [70/100][50/300] Data 0.005 (0.004) Batch 0.264 (0.260) Remain 00:40:03 loss: 0.2864 Lr: 1.43085e-03 +[2025-02-23 21:29:32,014 INFO hook.py line 109 2996285] Train: [70/100][100/300] Data 0.002 (0.004) Batch 0.277 (0.259) Remain 00:39:39 loss: 0.3247 Lr: 1.41678e-03 +[2025-02-23 21:29:44,939 INFO hook.py line 109 2996285] Train: [70/100][150/300] Data 0.004 (0.004) Batch 0.232 (0.259) Remain 00:39:25 loss: 0.2952 Lr: 1.40276e-03 +[2025-02-23 21:29:57,494 INFO hook.py line 109 2996285] Train: [70/100][200/300] Data 0.002 (0.004) Batch 0.256 (0.257) Remain 00:38:55 loss: 0.2042 Lr: 1.38879e-03 +[2025-02-23 21:30:10,180 INFO hook.py line 109 2996285] Train: [70/100][250/300] Data 0.003 (0.004) Batch 0.261 (0.256) Remain 00:38:37 loss: 0.6873 Lr: 1.37515e-03 +[2025-02-23 21:30:21,249 INFO hook.py line 109 2996285] Train: [70/100][300/300] Data 0.001 (0.003) Batch 0.181 (0.250) Remain 00:37:32 loss: 0.3129 Lr: 1.36128e-03 +[2025-02-23 21:30:21,250 INFO misc.py line 135 2996285] Train result: loss: 0.3285 +[2025-02-23 21:30:21,324 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:30:35,198 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0669 +[2025-02-23 21:30:35,251 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2752 +[2025-02-23 21:30:35,289 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1762 +[2025-02-23 21:30:35,339 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4447 +[2025-02-23 21:30:35,369 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1251 +[2025-02-23 21:30:35,466 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.8507 +[2025-02-23 21:30:35,513 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2274 +[2025-02-23 21:30:35,539 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2047 +[2025-02-23 21:30:35,585 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6576 +[2025-02-23 21:30:35,622 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2453 +[2025-02-23 21:30:35,666 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4055 +[2025-02-23 21:30:35,698 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.7964 +[2025-02-23 21:30:35,744 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0832 +[2025-02-23 21:30:35,782 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2200 +[2025-02-23 21:30:35,820 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1774 +[2025-02-23 21:30:35,862 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0629 +[2025-02-23 21:30:35,896 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4004 +[2025-02-23 21:30:35,924 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6026 +[2025-02-23 21:30:35,975 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9508 +[2025-02-23 21:30:36,008 INFO hook.py line 289 2996285] Test: [20/78] Loss 0.8624 +[2025-02-23 21:30:36,041 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2421 +[2025-02-23 21:30:36,077 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.0585 +[2025-02-23 21:30:36,103 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9630 +[2025-02-23 21:30:36,144 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6355 +[2025-02-23 21:30:36,182 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.2763 +[2025-02-23 21:30:36,219 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5186 +[2025-02-23 21:30:36,267 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3042 +[2025-02-23 21:30:36,300 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2723 +[2025-02-23 21:30:36,327 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2011 +[2025-02-23 21:30:36,384 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3053 +[2025-02-23 21:30:36,442 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3022 +[2025-02-23 21:30:36,477 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4016 +[2025-02-23 21:30:36,527 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.0926 +[2025-02-23 21:30:36,561 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8928 +[2025-02-23 21:30:36,597 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.5797 +[2025-02-23 21:30:36,646 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.5200 +[2025-02-23 21:30:36,682 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7199 +[2025-02-23 21:30:36,710 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1862 +[2025-02-23 21:30:36,767 INFO hook.py line 289 2996285] Test: [39/78] Loss 2.1918 +[2025-02-23 21:30:36,812 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2956 +[2025-02-23 21:30:36,861 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0009 +[2025-02-23 21:30:36,890 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0987 +[2025-02-23 21:30:36,935 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0833 +[2025-02-23 21:30:36,987 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.4197 +[2025-02-23 21:30:37,018 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6304 +[2025-02-23 21:30:37,063 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5716 +[2025-02-23 21:30:37,099 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.8124 +[2025-02-23 21:30:37,128 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2826 +[2025-02-23 21:30:37,157 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.7074 +[2025-02-23 21:30:37,184 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6006 +[2025-02-23 21:30:37,210 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1877 +[2025-02-23 21:30:37,239 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6031 +[2025-02-23 21:30:37,261 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3175 +[2025-02-23 21:30:37,292 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0959 +[2025-02-23 21:30:37,325 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0333 +[2025-02-23 21:30:37,363 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1699 +[2025-02-23 21:30:37,392 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3954 +[2025-02-23 21:30:37,416 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2805 +[2025-02-23 21:30:37,451 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7169 +[2025-02-23 21:30:37,481 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2254 +[2025-02-23 21:30:37,502 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5080 +[2025-02-23 21:30:37,532 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.8630 +[2025-02-23 21:30:37,563 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9758 +[2025-02-23 21:30:37,617 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8209 +[2025-02-23 21:30:37,641 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9917 +[2025-02-23 21:30:37,679 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4223 +[2025-02-23 21:30:37,714 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1661 +[2025-02-23 21:30:37,744 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6934 +[2025-02-23 21:30:37,770 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3556 +[2025-02-23 21:30:37,821 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0097 +[2025-02-23 21:30:37,860 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7530 +[2025-02-23 21:30:37,908 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5849 +[2025-02-23 21:30:37,953 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1698 +[2025-02-23 21:30:37,991 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9150 +[2025-02-23 21:30:38,036 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5415 +[2025-02-23 21:30:38,061 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7046 +[2025-02-23 21:30:38,112 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2225 +[2025-02-23 21:30:38,136 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.9036 +[2025-02-23 21:30:39,389 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:30:39,390 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:30:39,390 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] wall : 0.8604 0.9568 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] floor : 0.9656 0.9856 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] cabinet : 0.6504 0.8015 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] bed : 0.7913 0.8715 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] chair : 0.9128 0.9432 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] sofa : 0.8311 0.9655 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] table : 0.7108 0.7896 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] door : 0.6828 0.7714 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] window : 0.6163 0.7546 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] bookshelf : 0.8149 0.9170 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] picture : 0.3503 0.4397 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] counter : 0.6797 0.7591 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] desk : 0.6330 0.9001 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] curtain : 0.7161 0.8016 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] refridgerator : 0.5062 0.5114 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] shower curtain : 0.5733 0.6104 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] toilet : 0.9342 0.9821 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] sink : 0.6892 0.7545 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] bathtub : 0.8922 0.9189 +[2025-02-23 21:30:39,390 INFO hook.py line 232 2996285] otherfurniture : 0.5490 0.5954 +[2025-02-23 21:30:39,390 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:30:39,391 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7180/0.8015/0.9049. +[2025-02-23 21:30:39,391 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:30:39,398 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7310 +[2025-02-23 21:30:39,399 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:30:58,286 INFO hook.py line 109 2996285] Train: [71/100][50/300] Data 0.003 (0.005) Batch 0.244 (0.263) Remain 00:39:13 loss: 0.2193 Lr: 1.34746e-03 +[2025-02-23 21:31:11,215 INFO hook.py line 109 2996285] Train: [71/100][100/300] Data 0.006 (0.004) Batch 0.505 (0.261) Remain 00:38:39 loss: 0.5278 Lr: 1.33369e-03 +[2025-02-23 21:31:24,197 INFO hook.py line 109 2996285] Train: [71/100][150/300] Data 0.003 (0.004) Batch 0.274 (0.260) Remain 00:38:23 loss: 0.3992 Lr: 1.31997e-03 +[2025-02-23 21:31:36,849 INFO hook.py line 109 2996285] Train: [71/100][200/300] Data 0.004 (0.004) Batch 0.231 (0.258) Remain 00:37:54 loss: 0.2657 Lr: 1.30630e-03 +[2025-02-23 21:31:49,543 INFO hook.py line 109 2996285] Train: [71/100][250/300] Data 0.003 (0.004) Batch 0.259 (0.258) Remain 00:37:33 loss: 0.3046 Lr: 1.29268e-03 +[2025-02-23 21:32:00,704 INFO hook.py line 109 2996285] Train: [71/100][300/300] Data 0.001 (0.004) Batch 0.200 (0.252) Remain 00:36:30 loss: 0.2780 Lr: 1.27911e-03 +[2025-02-23 21:32:00,705 INFO misc.py line 135 2996285] Train result: loss: 0.3156 +[2025-02-23 21:32:00,774 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:32:13,805 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0639 +[2025-02-23 21:32:14,779 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2471 +[2025-02-23 21:32:14,821 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1773 +[2025-02-23 21:32:14,879 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4631 +[2025-02-23 21:32:14,923 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1606 +[2025-02-23 21:32:14,972 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6565 +[2025-02-23 21:32:15,024 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2778 +[2025-02-23 21:32:15,055 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.3210 +[2025-02-23 21:32:15,096 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6822 +[2025-02-23 21:32:15,142 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3911 +[2025-02-23 21:32:15,184 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4958 +[2025-02-23 21:32:15,226 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9334 +[2025-02-23 21:32:15,272 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8903 +[2025-02-23 21:32:15,312 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1567 +[2025-02-23 21:32:15,346 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9865 +[2025-02-23 21:32:15,388 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.9141 +[2025-02-23 21:32:15,422 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3493 +[2025-02-23 21:32:15,458 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5348 +[2025-02-23 21:32:15,501 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7979 +[2025-02-23 21:32:15,535 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.0853 +[2025-02-23 21:32:15,566 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1824 +[2025-02-23 21:32:15,602 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1518 +[2025-02-23 21:32:15,630 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6653 +[2025-02-23 21:32:15,681 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6300 +[2025-02-23 21:32:15,718 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6635 +[2025-02-23 21:32:15,766 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5608 +[2025-02-23 21:32:15,821 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.5843 +[2025-02-23 21:32:15,855 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3256 +[2025-02-23 21:32:15,881 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1903 +[2025-02-23 21:32:15,935 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2330 +[2025-02-23 21:32:15,987 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2527 +[2025-02-23 21:32:16,022 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3350 +[2025-02-23 21:32:16,072 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1473 +[2025-02-23 21:32:16,108 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.2087 +[2025-02-23 21:32:16,142 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2185 +[2025-02-23 21:32:16,177 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.5265 +[2025-02-23 21:32:16,212 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5086 +[2025-02-23 21:32:16,239 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2443 +[2025-02-23 21:32:16,295 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3115 +[2025-02-23 21:32:16,339 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3171 +[2025-02-23 21:32:16,378 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9966 +[2025-02-23 21:32:16,411 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1504 +[2025-02-23 21:32:16,452 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0785 +[2025-02-23 21:32:16,503 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3744 +[2025-02-23 21:32:16,541 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5748 +[2025-02-23 21:32:16,585 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5504 +[2025-02-23 21:32:16,621 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9257 +[2025-02-23 21:32:16,649 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.4171 +[2025-02-23 21:32:16,677 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0773 +[2025-02-23 21:32:16,705 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7676 +[2025-02-23 21:32:16,730 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1147 +[2025-02-23 21:32:16,760 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7492 +[2025-02-23 21:32:16,784 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2417 +[2025-02-23 21:32:16,817 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9549 +[2025-02-23 21:32:16,851 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0328 +[2025-02-23 21:32:16,888 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1402 +[2025-02-23 21:32:16,918 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4274 +[2025-02-23 21:32:16,941 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2922 +[2025-02-23 21:32:16,976 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7089 +[2025-02-23 21:32:17,005 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2710 +[2025-02-23 21:32:17,026 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5892 +[2025-02-23 21:32:17,056 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7268 +[2025-02-23 21:32:17,088 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1116 +[2025-02-23 21:32:17,142 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9296 +[2025-02-23 21:32:17,167 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8000 +[2025-02-23 21:32:17,205 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4656 +[2025-02-23 21:32:17,240 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2396 +[2025-02-23 21:32:17,268 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9047 +[2025-02-23 21:32:17,294 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2784 +[2025-02-23 21:32:17,345 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7121 +[2025-02-23 21:32:17,384 INFO hook.py line 289 2996285] Test: [71/78] Loss 1.0613 +[2025-02-23 21:32:17,432 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3238 +[2025-02-23 21:32:17,477 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1601 +[2025-02-23 21:32:17,515 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8869 +[2025-02-23 21:32:17,561 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3838 +[2025-02-23 21:32:17,588 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7631 +[2025-02-23 21:32:17,638 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2289 +[2025-02-23 21:32:17,660 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5076 +[2025-02-23 21:32:18,885 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:32:18,885 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:32:18,885 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:32:18,885 INFO hook.py line 232 2996285] wall : 0.8593 0.9566 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] floor : 0.9639 0.9860 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] cabinet : 0.6738 0.8230 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] bed : 0.8184 0.8594 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] chair : 0.8948 0.9263 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] sofa : 0.8091 0.9384 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] table : 0.7400 0.8403 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] door : 0.6920 0.7861 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] window : 0.6292 0.7571 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] bookshelf : 0.7844 0.8523 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] picture : 0.3677 0.4607 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] counter : 0.6459 0.7815 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] desk : 0.6601 0.8417 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] curtain : 0.7329 0.8298 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] refridgerator : 0.6532 0.6834 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] shower curtain : 0.6115 0.6476 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] toilet : 0.9586 0.9820 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] sink : 0.7008 0.8176 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] bathtub : 0.8941 0.9253 +[2025-02-23 21:32:18,886 INFO hook.py line 232 2996285] otherfurniture : 0.5663 0.6269 +[2025-02-23 21:32:18,886 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:32:18,886 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7328/0.8161/0.9067. +[2025-02-23 21:32:18,887 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:32:18,897 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7328 +[2025-02-23 21:32:18,897 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7328 +[2025-02-23 21:32:18,897 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:32:38,081 INFO hook.py line 109 2996285] Train: [72/100][50/300] Data 0.005 (0.004) Batch 0.299 (0.255) Remain 00:36:42 loss: 0.3269 Lr: 1.26560e-03 +[2025-02-23 21:32:50,960 INFO hook.py line 109 2996285] Train: [72/100][100/300] Data 0.003 (0.004) Batch 0.269 (0.256) Remain 00:36:42 loss: 0.3498 Lr: 1.25213e-03 +[2025-02-23 21:33:03,798 INFO hook.py line 109 2996285] Train: [72/100][150/300] Data 0.004 (0.004) Batch 0.266 (0.256) Remain 00:36:31 loss: 0.4873 Lr: 1.23873e-03 +[2025-02-23 21:33:16,507 INFO hook.py line 109 2996285] Train: [72/100][200/300] Data 0.002 (0.004) Batch 0.243 (0.256) Remain 00:36:14 loss: 0.2378 Lr: 1.22537e-03 +[2025-02-23 21:33:29,090 INFO hook.py line 109 2996285] Train: [72/100][250/300] Data 0.002 (0.004) Batch 0.246 (0.255) Remain 00:35:54 loss: 0.3704 Lr: 1.21207e-03 +[2025-02-23 21:33:40,170 INFO hook.py line 109 2996285] Train: [72/100][300/300] Data 0.001 (0.004) Batch 0.193 (0.249) Remain 00:34:54 loss: 0.3099 Lr: 1.19882e-03 +[2025-02-23 21:33:40,171 INFO misc.py line 135 2996285] Train result: loss: 0.3088 +[2025-02-23 21:33:40,262 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:33:53,198 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0736 +[2025-02-23 21:33:53,463 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4178 +[2025-02-23 21:33:53,691 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1421 +[2025-02-23 21:33:54,322 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4602 +[2025-02-23 21:33:54,733 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1431 +[2025-02-23 21:33:54,792 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7532 +[2025-02-23 21:33:54,838 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2566 +[2025-02-23 21:33:54,871 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1724 +[2025-02-23 21:33:55,073 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7068 +[2025-02-23 21:33:55,109 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3414 +[2025-02-23 21:33:55,150 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4917 +[2025-02-23 21:33:55,183 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.1698 +[2025-02-23 21:33:55,233 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8341 +[2025-02-23 21:33:55,269 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.9724 +[2025-02-23 21:33:55,304 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2688 +[2025-02-23 21:33:55,345 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1612 +[2025-02-23 21:33:55,382 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4676 +[2025-02-23 21:33:55,419 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6522 +[2025-02-23 21:33:55,465 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.0089 +[2025-02-23 21:33:55,499 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2516 +[2025-02-23 21:33:55,533 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3073 +[2025-02-23 21:33:55,570 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3409 +[2025-02-23 21:33:55,597 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6825 +[2025-02-23 21:33:55,638 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7378 +[2025-02-23 21:33:55,682 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8500 +[2025-02-23 21:33:55,726 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5684 +[2025-02-23 21:33:55,772 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0505 +[2025-02-23 21:33:55,802 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3895 +[2025-02-23 21:33:55,829 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2516 +[2025-02-23 21:33:55,891 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2202 +[2025-02-23 21:33:55,944 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.4607 +[2025-02-23 21:33:55,982 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2111 +[2025-02-23 21:33:56,031 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1341 +[2025-02-23 21:33:56,065 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9790 +[2025-02-23 21:33:56,098 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3153 +[2025-02-23 21:33:56,135 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.5819 +[2025-02-23 21:33:56,184 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6208 +[2025-02-23 21:33:56,213 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2176 +[2025-02-23 21:33:56,275 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.9478 +[2025-02-23 21:33:56,318 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2945 +[2025-02-23 21:33:56,363 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9146 +[2025-02-23 21:33:56,396 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1261 +[2025-02-23 21:33:56,430 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0909 +[2025-02-23 21:33:56,481 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3756 +[2025-02-23 21:33:56,513 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.6369 +[2025-02-23 21:33:56,557 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5556 +[2025-02-23 21:33:56,591 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.7458 +[2025-02-23 21:33:56,620 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3296 +[2025-02-23 21:33:56,649 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0431 +[2025-02-23 21:33:56,676 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6012 +[2025-02-23 21:33:56,701 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.4988 +[2025-02-23 21:33:56,730 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.8177 +[2025-02-23 21:33:56,752 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2694 +[2025-02-23 21:33:56,782 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1159 +[2025-02-23 21:33:56,816 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0286 +[2025-02-23 21:33:56,853 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1753 +[2025-02-23 21:33:56,882 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3479 +[2025-02-23 21:33:56,905 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.4066 +[2025-02-23 21:33:56,941 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7732 +[2025-02-23 21:33:56,971 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2901 +[2025-02-23 21:33:56,991 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5283 +[2025-02-23 21:33:57,021 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4463 +[2025-02-23 21:33:57,053 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1796 +[2025-02-23 21:33:57,106 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9081 +[2025-02-23 21:33:57,131 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8318 +[2025-02-23 21:33:57,169 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3664 +[2025-02-23 21:33:57,204 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1865 +[2025-02-23 21:33:57,233 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6070 +[2025-02-23 21:33:57,261 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3241 +[2025-02-23 21:33:57,312 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9770 +[2025-02-23 21:33:57,351 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.6647 +[2025-02-23 21:33:57,398 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.6847 +[2025-02-23 21:33:57,442 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1591 +[2025-02-23 21:33:57,480 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9805 +[2025-02-23 21:33:57,525 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2955 +[2025-02-23 21:33:57,550 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8415 +[2025-02-23 21:33:57,601 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3706 +[2025-02-23 21:33:57,625 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.6564 +[2025-02-23 21:33:58,835 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:33:58,836 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:33:58,836 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:33:58,836 INFO hook.py line 232 2996285] wall : 0.8583 0.9485 +[2025-02-23 21:33:58,836 INFO hook.py line 232 2996285] floor : 0.9623 0.9867 +[2025-02-23 21:33:58,836 INFO hook.py line 232 2996285] cabinet : 0.6618 0.8080 +[2025-02-23 21:33:58,836 INFO hook.py line 232 2996285] bed : 0.8131 0.8747 +[2025-02-23 21:33:58,836 INFO hook.py line 232 2996285] chair : 0.9130 0.9440 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] sofa : 0.8537 0.9550 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] table : 0.7209 0.7791 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] door : 0.6824 0.8210 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] window : 0.6243 0.7230 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] bookshelf : 0.7834 0.8749 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] picture : 0.3627 0.4729 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] counter : 0.6696 0.7996 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] desk : 0.6518 0.8830 +[2025-02-23 21:33:58,837 INFO hook.py line 232 2996285] curtain : 0.7345 0.8253 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] refridgerator : 0.5917 0.6080 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] shower curtain : 0.6390 0.6817 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] toilet : 0.9432 0.9811 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] sink : 0.6881 0.8153 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] bathtub : 0.8872 0.9231 +[2025-02-23 21:33:58,838 INFO hook.py line 232 2996285] otherfurniture : 0.5749 0.6520 +[2025-02-23 21:33:58,838 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:33:58,838 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7308/0.8178/0.9062. +[2025-02-23 21:33:58,839 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:33:58,843 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7328 +[2025-02-23 21:33:58,843 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:34:18,022 INFO hook.py line 109 2996285] Train: [73/100][50/300] Data 0.004 (0.005) Batch 0.250 (0.265) Remain 00:36:51 loss: 0.2425 Lr: 1.18563e-03 +[2025-02-23 21:34:31,223 INFO hook.py line 109 2996285] Train: [73/100][100/300] Data 0.003 (0.004) Batch 0.240 (0.264) Remain 00:36:34 loss: 0.3360 Lr: 1.17249e-03 +[2025-02-23 21:34:43,816 INFO hook.py line 109 2996285] Train: [73/100][150/300] Data 0.004 (0.004) Batch 0.261 (0.260) Remain 00:35:46 loss: 0.2233 Lr: 1.15941e-03 +[2025-02-23 21:34:56,442 INFO hook.py line 109 2996285] Train: [73/100][200/300] Data 0.003 (0.004) Batch 0.255 (0.258) Remain 00:35:17 loss: 0.4006 Lr: 1.14639e-03 +[2025-02-23 21:35:09,343 INFO hook.py line 109 2996285] Train: [73/100][250/300] Data 0.004 (0.004) Batch 0.256 (0.258) Remain 00:35:04 loss: 0.3216 Lr: 1.13342e-03 +[2025-02-23 21:35:20,421 INFO hook.py line 109 2996285] Train: [73/100][300/300] Data 0.002 (0.004) Batch 0.184 (0.252) Remain 00:34:01 loss: 0.2110 Lr: 1.12050e-03 +[2025-02-23 21:35:20,422 INFO misc.py line 135 2996285] Train result: loss: 0.3122 +[2025-02-23 21:35:20,498 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:35:33,248 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0659 +[2025-02-23 21:35:33,339 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3028 +[2025-02-23 21:35:34,084 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1433 +[2025-02-23 21:35:34,138 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4599 +[2025-02-23 21:35:34,177 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1842 +[2025-02-23 21:35:34,731 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6149 +[2025-02-23 21:35:34,777 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2412 +[2025-02-23 21:35:34,812 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1789 +[2025-02-23 21:35:34,861 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7415 +[2025-02-23 21:35:34,895 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5324 +[2025-02-23 21:35:34,938 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4442 +[2025-02-23 21:35:34,980 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8807 +[2025-02-23 21:35:35,027 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.6223 +[2025-02-23 21:35:35,061 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2518 +[2025-02-23 21:35:35,101 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1150 +[2025-02-23 21:35:35,144 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0596 +[2025-02-23 21:35:35,179 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5319 +[2025-02-23 21:35:35,209 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.4690 +[2025-02-23 21:35:35,249 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.2729 +[2025-02-23 21:35:35,280 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1629 +[2025-02-23 21:35:35,314 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1978 +[2025-02-23 21:35:35,350 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2883 +[2025-02-23 21:35:35,377 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9260 +[2025-02-23 21:35:35,417 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7789 +[2025-02-23 21:35:35,458 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9490 +[2025-02-23 21:35:35,505 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4897 +[2025-02-23 21:35:35,551 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.7362 +[2025-02-23 21:35:35,583 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2925 +[2025-02-23 21:35:35,610 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1902 +[2025-02-23 21:35:35,667 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2463 +[2025-02-23 21:35:35,720 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3884 +[2025-02-23 21:35:35,750 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2296 +[2025-02-23 21:35:35,801 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1250 +[2025-02-23 21:35:35,842 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8608 +[2025-02-23 21:35:35,876 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2968 +[2025-02-23 21:35:35,909 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6522 +[2025-02-23 21:35:35,943 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6076 +[2025-02-23 21:35:35,970 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1860 +[2025-02-23 21:35:36,026 INFO hook.py line 289 2996285] Test: [39/78] Loss 0.9335 +[2025-02-23 21:35:36,066 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2670 +[2025-02-23 21:35:36,109 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9166 +[2025-02-23 21:35:36,138 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1193 +[2025-02-23 21:35:36,170 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0803 +[2025-02-23 21:35:36,222 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3975 +[2025-02-23 21:35:36,250 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2739 +[2025-02-23 21:35:36,293 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5690 +[2025-02-23 21:35:36,328 INFO hook.py line 289 2996285] Test: [47/78] Loss 2.4036 +[2025-02-23 21:35:36,357 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2487 +[2025-02-23 21:35:36,385 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0737 +[2025-02-23 21:35:36,412 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8404 +[2025-02-23 21:35:36,437 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.4276 +[2025-02-23 21:35:36,469 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5742 +[2025-02-23 21:35:36,492 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2915 +[2025-02-23 21:35:36,522 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.1818 +[2025-02-23 21:35:36,556 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0250 +[2025-02-23 21:35:36,592 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2287 +[2025-02-23 21:35:36,622 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.3846 +[2025-02-23 21:35:36,644 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3709 +[2025-02-23 21:35:36,679 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8832 +[2025-02-23 21:35:36,708 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5100 +[2025-02-23 21:35:36,728 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.3673 +[2025-02-23 21:35:36,758 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4556 +[2025-02-23 21:35:36,790 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.4332 +[2025-02-23 21:35:36,844 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9252 +[2025-02-23 21:35:36,869 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.6892 +[2025-02-23 21:35:36,906 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3170 +[2025-02-23 21:35:36,941 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3095 +[2025-02-23 21:35:36,969 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7981 +[2025-02-23 21:35:36,995 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3085 +[2025-02-23 21:35:37,045 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.2991 +[2025-02-23 21:35:37,084 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7615 +[2025-02-23 21:35:37,132 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5171 +[2025-02-23 21:35:37,177 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1590 +[2025-02-23 21:35:37,214 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.8870 +[2025-02-23 21:35:37,260 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3693 +[2025-02-23 21:35:37,286 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0530 +[2025-02-23 21:35:37,335 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2579 +[2025-02-23 21:35:37,359 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5751 +[2025-02-23 21:35:38,506 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:35:38,506 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:35:38,507 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] wall : 0.8584 0.9519 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] floor : 0.9648 0.9827 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] cabinet : 0.6615 0.8294 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] bed : 0.8227 0.8642 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] chair : 0.9100 0.9577 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] sofa : 0.8596 0.9121 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] table : 0.7118 0.7995 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] door : 0.6864 0.8494 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] window : 0.6460 0.7234 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] bookshelf : 0.7848 0.9238 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] picture : 0.3544 0.4360 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] counter : 0.6294 0.7141 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] desk : 0.6360 0.8325 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] curtain : 0.7263 0.8375 +[2025-02-23 21:35:38,507 INFO hook.py line 232 2996285] refridgerator : 0.6095 0.6316 +[2025-02-23 21:35:38,508 INFO hook.py line 232 2996285] shower curtain : 0.6021 0.6411 +[2025-02-23 21:35:38,508 INFO hook.py line 232 2996285] toilet : 0.9078 0.9777 +[2025-02-23 21:35:38,508 INFO hook.py line 232 2996285] sink : 0.6714 0.7587 +[2025-02-23 21:35:38,508 INFO hook.py line 232 2996285] bathtub : 0.8974 0.9389 +[2025-02-23 21:35:38,508 INFO hook.py line 232 2996285] otherfurniture : 0.5357 0.5797 +[2025-02-23 21:35:38,508 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:35:38,508 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7238/0.8071/0.9057. +[2025-02-23 21:35:38,508 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:35:38,516 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7328 +[2025-02-23 21:35:38,516 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:35:57,097 INFO hook.py line 109 2996285] Train: [74/100][50/300] Data 0.004 (0.004) Batch 0.234 (0.262) Remain 00:35:12 loss: 0.3815 Lr: 1.10765e-03 +[2025-02-23 21:36:09,762 INFO hook.py line 109 2996285] Train: [74/100][100/300] Data 0.002 (0.004) Batch 0.260 (0.258) Remain 00:34:21 loss: 0.4047 Lr: 1.09485e-03 +[2025-02-23 21:36:22,474 INFO hook.py line 109 2996285] Train: [74/100][150/300] Data 0.004 (0.004) Batch 0.256 (0.257) Remain 00:33:59 loss: 0.1734 Lr: 1.08211e-03 +[2025-02-23 21:36:35,163 INFO hook.py line 109 2996285] Train: [74/100][200/300] Data 0.003 (0.004) Batch 0.254 (0.256) Remain 00:33:40 loss: 0.3466 Lr: 1.06943e-03 +[2025-02-23 21:36:48,022 INFO hook.py line 109 2996285] Train: [74/100][250/300] Data 0.003 (0.004) Batch 0.233 (0.256) Remain 00:33:30 loss: 0.3036 Lr: 1.05681e-03 +[2025-02-23 21:36:59,092 INFO hook.py line 109 2996285] Train: [74/100][300/300] Data 0.002 (0.004) Batch 0.195 (0.250) Remain 00:32:32 loss: 0.3550 Lr: 1.04424e-03 +[2025-02-23 21:36:59,093 INFO misc.py line 135 2996285] Train result: loss: 0.3117 +[2025-02-23 21:36:59,162 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:37:12,108 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0585 +[2025-02-23 21:37:13,223 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4383 +[2025-02-23 21:37:13,273 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1406 +[2025-02-23 21:37:13,318 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.3983 +[2025-02-23 21:37:13,353 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1328 +[2025-02-23 21:37:13,408 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7089 +[2025-02-23 21:37:13,455 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2564 +[2025-02-23 21:37:13,480 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.2885 +[2025-02-23 21:37:13,521 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6705 +[2025-02-23 21:37:13,554 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2402 +[2025-02-23 21:37:13,596 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2100 +[2025-02-23 21:37:13,629 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0272 +[2025-02-23 21:37:13,683 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.7562 +[2025-02-23 21:37:13,799 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.7450 +[2025-02-23 21:37:14,286 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0107 +[2025-02-23 21:37:14,326 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0559 +[2025-02-23 21:37:14,362 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5003 +[2025-02-23 21:37:14,399 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6628 +[2025-02-23 21:37:14,442 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8471 +[2025-02-23 21:37:14,481 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1759 +[2025-02-23 21:37:14,515 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1858 +[2025-02-23 21:37:14,551 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.4554 +[2025-02-23 21:37:14,578 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6747 +[2025-02-23 21:37:14,620 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7571 +[2025-02-23 21:37:14,659 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.4647 +[2025-02-23 21:37:14,696 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5284 +[2025-02-23 21:37:14,742 INFO hook.py line 289 2996285] Test: [27/78] Loss 0.9826 +[2025-02-23 21:37:14,775 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2575 +[2025-02-23 21:37:14,805 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1998 +[2025-02-23 21:37:14,860 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2545 +[2025-02-23 21:37:14,912 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3305 +[2025-02-23 21:37:14,943 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2726 +[2025-02-23 21:37:14,993 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1162 +[2025-02-23 21:37:15,028 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8195 +[2025-02-23 21:37:15,062 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3705 +[2025-02-23 21:37:15,097 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6639 +[2025-02-23 21:37:15,131 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3264 +[2025-02-23 21:37:15,161 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1881 +[2025-02-23 21:37:15,217 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4691 +[2025-02-23 21:37:15,261 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3149 +[2025-02-23 21:37:15,309 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1044 +[2025-02-23 21:37:15,339 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1143 +[2025-02-23 21:37:15,371 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0794 +[2025-02-23 21:37:15,423 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3686 +[2025-02-23 21:37:15,451 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5099 +[2025-02-23 21:37:15,497 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6084 +[2025-02-23 21:37:15,531 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9112 +[2025-02-23 21:37:15,561 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2668 +[2025-02-23 21:37:15,590 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9634 +[2025-02-23 21:37:15,618 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6849 +[2025-02-23 21:37:15,643 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8806 +[2025-02-23 21:37:15,675 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6889 +[2025-02-23 21:37:15,697 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2249 +[2025-02-23 21:37:15,728 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3808 +[2025-02-23 21:37:15,761 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0257 +[2025-02-23 21:37:15,797 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2308 +[2025-02-23 21:37:15,826 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4929 +[2025-02-23 21:37:15,849 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2804 +[2025-02-23 21:37:15,884 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.9011 +[2025-02-23 21:37:15,914 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3717 +[2025-02-23 21:37:15,936 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4140 +[2025-02-23 21:37:15,966 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7483 +[2025-02-23 21:37:15,999 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9657 +[2025-02-23 21:37:16,053 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0452 +[2025-02-23 21:37:16,078 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9183 +[2025-02-23 21:37:16,115 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5221 +[2025-02-23 21:37:16,149 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1733 +[2025-02-23 21:37:16,178 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6839 +[2025-02-23 21:37:16,204 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2982 +[2025-02-23 21:37:16,255 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.4938 +[2025-02-23 21:37:16,295 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7424 +[2025-02-23 21:37:16,342 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.6054 +[2025-02-23 21:37:16,387 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1803 +[2025-02-23 21:37:16,425 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1030 +[2025-02-23 21:37:16,470 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4781 +[2025-02-23 21:37:16,495 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8162 +[2025-02-23 21:37:16,545 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.3326 +[2025-02-23 21:37:16,570 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5753 +[2025-02-23 21:37:17,918 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:37:17,919 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:37:17,919 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] wall : 0.8621 0.9512 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] floor : 0.9632 0.9852 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] cabinet : 0.6696 0.7765 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] bed : 0.8114 0.8752 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] chair : 0.9158 0.9571 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] sofa : 0.8415 0.9275 +[2025-02-23 21:37:17,919 INFO hook.py line 232 2996285] table : 0.7433 0.8125 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] door : 0.6739 0.7853 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] window : 0.6502 0.7903 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] bookshelf : 0.7759 0.9056 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] picture : 0.3646 0.4691 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] counter : 0.7017 0.7971 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] desk : 0.6539 0.8884 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] curtain : 0.7035 0.8722 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] refridgerator : 0.6319 0.6619 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] shower curtain : 0.5058 0.5393 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] toilet : 0.9460 0.9683 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] sink : 0.7022 0.8002 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] bathtub : 0.9007 0.9274 +[2025-02-23 21:37:17,920 INFO hook.py line 232 2996285] otherfurniture : 0.5800 0.6232 +[2025-02-23 21:37:17,920 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:37:17,920 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7299/0.8157/0.9081. +[2025-02-23 21:37:17,921 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:37:17,922 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7328 +[2025-02-23 21:37:17,923 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:37:36,692 INFO hook.py line 109 2996285] Train: [75/100][50/300] Data 0.004 (0.004) Batch 0.253 (0.279) Remain 00:36:00 loss: 0.3231 Lr: 1.03174e-03 +[2025-02-23 21:37:49,768 INFO hook.py line 109 2996285] Train: [75/100][100/300] Data 0.004 (0.004) Batch 0.257 (0.270) Remain 00:34:37 loss: 0.4270 Lr: 1.01929e-03 +[2025-02-23 21:38:02,682 INFO hook.py line 109 2996285] Train: [75/100][150/300] Data 0.004 (0.004) Batch 0.378 (0.266) Remain 00:33:54 loss: 0.1869 Lr: 1.00691e-03 +[2025-02-23 21:38:15,121 INFO hook.py line 109 2996285] Train: [75/100][200/300] Data 0.003 (0.004) Batch 0.280 (0.262) Remain 00:33:07 loss: 0.1219 Lr: 9.94584e-04 +[2025-02-23 21:38:27,886 INFO hook.py line 109 2996285] Train: [75/100][250/300] Data 0.005 (0.004) Batch 0.282 (0.260) Remain 00:32:45 loss: 0.3211 Lr: 9.82320e-04 +[2025-02-23 21:38:38,903 INFO hook.py line 109 2996285] Train: [75/100][300/300] Data 0.001 (0.004) Batch 0.194 (0.254) Remain 00:31:41 loss: 0.3477 Lr: 9.70119e-04 +[2025-02-23 21:38:38,904 INFO misc.py line 135 2996285] Train result: loss: 0.3085 +[2025-02-23 21:38:38,975 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:38:52,860 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0683 +[2025-02-23 21:38:52,960 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2220 +[2025-02-23 21:38:53,010 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1363 +[2025-02-23 21:38:53,063 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4895 +[2025-02-23 21:38:53,142 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1489 +[2025-02-23 21:38:53,190 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5021 +[2025-02-23 21:38:53,426 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2419 +[2025-02-23 21:38:53,457 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1645 +[2025-02-23 21:38:53,497 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8240 +[2025-02-23 21:38:53,527 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4327 +[2025-02-23 21:38:53,570 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3708 +[2025-02-23 21:38:53,602 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0941 +[2025-02-23 21:38:53,649 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.1195 +[2025-02-23 21:38:53,685 INFO hook.py line 289 2996285] Test: [14/78] Loss 1.6489 +[2025-02-23 21:38:53,720 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1090 +[2025-02-23 21:38:53,763 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.2429 +[2025-02-23 21:38:53,801 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4224 +[2025-02-23 21:38:53,836 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6297 +[2025-02-23 21:38:53,876 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9074 +[2025-02-23 21:38:53,908 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2464 +[2025-02-23 21:38:53,940 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1930 +[2025-02-23 21:38:53,977 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2035 +[2025-02-23 21:38:54,008 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7455 +[2025-02-23 21:38:54,048 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8260 +[2025-02-23 21:38:54,089 INFO hook.py line 289 2996285] Test: [25/78] Loss 1.0065 +[2025-02-23 21:38:54,131 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4232 +[2025-02-23 21:38:54,177 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1104 +[2025-02-23 21:38:54,207 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3079 +[2025-02-23 21:38:54,234 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1846 +[2025-02-23 21:38:54,287 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2540 +[2025-02-23 21:38:54,339 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2680 +[2025-02-23 21:38:54,374 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2816 +[2025-02-23 21:38:54,424 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.0981 +[2025-02-23 21:38:54,460 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8758 +[2025-02-23 21:38:54,495 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2708 +[2025-02-23 21:38:54,532 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7631 +[2025-02-23 21:38:54,567 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5576 +[2025-02-23 21:38:54,593 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2867 +[2025-02-23 21:38:54,649 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4475 +[2025-02-23 21:38:54,692 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1616 +[2025-02-23 21:38:54,732 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9180 +[2025-02-23 21:38:54,770 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1421 +[2025-02-23 21:38:54,806 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0967 +[2025-02-23 21:38:54,857 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3470 +[2025-02-23 21:38:54,885 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5262 +[2025-02-23 21:38:54,932 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6303 +[2025-02-23 21:38:54,967 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.6626 +[2025-02-23 21:38:54,995 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3272 +[2025-02-23 21:38:55,029 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1566 +[2025-02-23 21:38:55,057 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9456 +[2025-02-23 21:38:55,084 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0709 +[2025-02-23 21:38:55,114 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5013 +[2025-02-23 21:38:55,137 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2567 +[2025-02-23 21:38:55,168 INFO hook.py line 289 2996285] Test: [54/78] Loss 1.9795 +[2025-02-23 21:38:55,201 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0257 +[2025-02-23 21:38:55,238 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1725 +[2025-02-23 21:38:55,266 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4007 +[2025-02-23 21:38:55,290 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2672 +[2025-02-23 21:38:55,324 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7536 +[2025-02-23 21:38:55,355 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2989 +[2025-02-23 21:38:55,377 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4663 +[2025-02-23 21:38:55,408 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4801 +[2025-02-23 21:38:55,441 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2905 +[2025-02-23 21:38:55,495 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8252 +[2025-02-23 21:38:55,521 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8960 +[2025-02-23 21:38:55,558 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4690 +[2025-02-23 21:38:55,592 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1665 +[2025-02-23 21:38:55,621 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8788 +[2025-02-23 21:38:55,647 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3623 +[2025-02-23 21:38:55,697 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1316 +[2025-02-23 21:38:55,737 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8477 +[2025-02-23 21:38:55,785 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4528 +[2025-02-23 21:38:55,830 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1490 +[2025-02-23 21:38:55,868 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0115 +[2025-02-23 21:38:55,913 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3812 +[2025-02-23 21:38:55,938 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.4928 +[2025-02-23 21:38:55,989 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1959 +[2025-02-23 21:38:56,012 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4942 +[2025-02-23 21:38:57,251 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:38:57,251 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:38:57,251 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] wall : 0.8661 0.9482 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] floor : 0.9643 0.9855 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] cabinet : 0.6778 0.8068 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] bed : 0.8166 0.8654 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] chair : 0.9076 0.9432 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] sofa : 0.8312 0.9359 +[2025-02-23 21:38:57,251 INFO hook.py line 232 2996285] table : 0.7340 0.8447 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] door : 0.6891 0.8216 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] window : 0.6573 0.7877 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] bookshelf : 0.8050 0.9168 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] picture : 0.3619 0.4950 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] counter : 0.6591 0.7270 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] desk : 0.6709 0.8279 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] curtain : 0.7493 0.8738 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] refridgerator : 0.6248 0.6639 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] shower curtain : 0.5902 0.6221 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] toilet : 0.9594 0.9777 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] sink : 0.7147 0.7912 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] bathtub : 0.8941 0.9219 +[2025-02-23 21:38:57,252 INFO hook.py line 232 2996285] otherfurniture : 0.5803 0.6398 +[2025-02-23 21:38:57,252 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:38:57,252 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7377/0.8198/0.9101. +[2025-02-23 21:38:57,252 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:38:57,255 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7377 +[2025-02-23 21:38:57,255 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7377 +[2025-02-23 21:38:57,255 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:39:16,402 INFO hook.py line 109 2996285] Train: [76/100][50/300] Data 0.005 (0.004) Batch 0.247 (0.255) Remain 00:31:41 loss: 0.3999 Lr: 9.57978e-04 +[2025-02-23 21:39:29,167 INFO hook.py line 109 2996285] Train: [76/100][100/300] Data 0.004 (0.004) Batch 0.233 (0.255) Remain 00:31:29 loss: 0.4655 Lr: 9.45900e-04 +[2025-02-23 21:39:41,958 INFO hook.py line 109 2996285] Train: [76/100][150/300] Data 0.003 (0.004) Batch 0.261 (0.255) Remain 00:31:17 loss: 0.3079 Lr: 9.33884e-04 +[2025-02-23 21:39:54,717 INFO hook.py line 109 2996285] Train: [76/100][200/300] Data 0.003 (0.004) Batch 0.282 (0.255) Remain 00:31:04 loss: 0.2719 Lr: 9.21931e-04 +[2025-02-23 21:40:07,541 INFO hook.py line 109 2996285] Train: [76/100][250/300] Data 0.002 (0.004) Batch 0.256 (0.256) Remain 00:30:53 loss: 0.3012 Lr: 9.10041e-04 +[2025-02-23 21:40:18,716 INFO hook.py line 109 2996285] Train: [76/100][300/300] Data 0.001 (0.003) Batch 0.180 (0.250) Remain 00:30:01 loss: 0.3219 Lr: 8.98215e-04 +[2025-02-23 21:40:18,716 INFO misc.py line 135 2996285] Train result: loss: 0.2929 +[2025-02-23 21:40:18,807 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:40:32,171 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0628 +[2025-02-23 21:40:32,905 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.4864 +[2025-02-23 21:40:32,946 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1725 +[2025-02-23 21:40:33,001 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4623 +[2025-02-23 21:40:33,033 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1178 +[2025-02-23 21:40:33,083 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3954 +[2025-02-23 21:40:33,132 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2371 +[2025-02-23 21:40:33,160 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1622 +[2025-02-23 21:40:33,200 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.8326 +[2025-02-23 21:40:33,232 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4593 +[2025-02-23 21:40:33,275 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4284 +[2025-02-23 21:40:33,306 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9394 +[2025-02-23 21:40:33,353 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9367 +[2025-02-23 21:40:33,391 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.6050 +[2025-02-23 21:40:33,425 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9931 +[2025-02-23 21:40:33,466 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0496 +[2025-02-23 21:40:33,503 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5615 +[2025-02-23 21:40:33,533 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6434 +[2025-02-23 21:40:33,574 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.5639 +[2025-02-23 21:40:33,605 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3000 +[2025-02-23 21:40:33,637 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.3869 +[2025-02-23 21:40:33,673 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.5196 +[2025-02-23 21:40:33,700 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6362 +[2025-02-23 21:40:33,745 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6637 +[2025-02-23 21:40:33,791 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.4143 +[2025-02-23 21:40:33,829 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4329 +[2025-02-23 21:40:33,876 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0691 +[2025-02-23 21:40:33,908 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.4077 +[2025-02-23 21:40:33,938 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.3509 +[2025-02-23 21:40:33,991 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.3254 +[2025-02-23 21:40:34,044 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3714 +[2025-02-23 21:40:34,075 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2828 +[2025-02-23 21:40:34,124 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1490 +[2025-02-23 21:40:34,159 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9312 +[2025-02-23 21:40:34,193 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3991 +[2025-02-23 21:40:34,230 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6050 +[2025-02-23 21:40:34,266 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4571 +[2025-02-23 21:40:34,292 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2666 +[2025-02-23 21:40:34,349 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7441 +[2025-02-23 21:40:34,393 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2428 +[2025-02-23 21:40:34,432 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0215 +[2025-02-23 21:40:34,467 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0828 +[2025-02-23 21:40:34,500 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0883 +[2025-02-23 21:40:34,554 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3648 +[2025-02-23 21:40:34,582 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.5445 +[2025-02-23 21:40:34,623 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5925 +[2025-02-23 21:40:34,658 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1379 +[2025-02-23 21:40:34,687 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3273 +[2025-02-23 21:40:34,715 INFO hook.py line 289 2996285] Test: [49/78] Loss 0.9944 +[2025-02-23 21:40:34,743 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7743 +[2025-02-23 21:40:34,767 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3698 +[2025-02-23 21:40:34,797 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.7003 +[2025-02-23 21:40:34,821 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2879 +[2025-02-23 21:40:34,852 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0825 +[2025-02-23 21:40:34,885 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0319 +[2025-02-23 21:40:34,922 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2071 +[2025-02-23 21:40:34,951 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4007 +[2025-02-23 21:40:34,974 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3353 +[2025-02-23 21:40:35,010 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6676 +[2025-02-23 21:40:35,040 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.4235 +[2025-02-23 21:40:35,061 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4647 +[2025-02-23 21:40:35,091 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4858 +[2025-02-23 21:40:35,124 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.7593 +[2025-02-23 21:40:35,177 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8936 +[2025-02-23 21:40:35,204 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0959 +[2025-02-23 21:40:35,240 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.3451 +[2025-02-23 21:40:35,275 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1843 +[2025-02-23 21:40:35,306 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7392 +[2025-02-23 21:40:35,332 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3039 +[2025-02-23 21:40:35,383 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7423 +[2025-02-23 21:40:35,422 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8427 +[2025-02-23 21:40:35,469 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5204 +[2025-02-23 21:40:35,514 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1595 +[2025-02-23 21:40:35,551 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9009 +[2025-02-23 21:40:35,597 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4292 +[2025-02-23 21:40:35,622 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8362 +[2025-02-23 21:40:35,673 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.2173 +[2025-02-23 21:40:35,696 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4715 +[2025-02-23 21:40:36,897 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:40:36,898 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:40:36,898 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] wall : 0.8658 0.9490 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] floor : 0.9643 0.9859 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] cabinet : 0.6760 0.8049 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] bed : 0.8202 0.8799 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] chair : 0.9146 0.9520 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] sofa : 0.8357 0.9286 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] table : 0.7111 0.7961 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] door : 0.6853 0.7933 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] window : 0.6146 0.7131 +[2025-02-23 21:40:36,898 INFO hook.py line 232 2996285] bookshelf : 0.7575 0.9337 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] picture : 0.3566 0.4539 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] counter : 0.6851 0.8099 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] desk : 0.6355 0.8792 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] curtain : 0.7430 0.8659 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] refridgerator : 0.6451 0.6771 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] shower curtain : 0.6696 0.7193 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] toilet : 0.9405 0.9764 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] sink : 0.7086 0.7956 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] bathtub : 0.8961 0.9326 +[2025-02-23 21:40:36,899 INFO hook.py line 232 2996285] otherfurniture : 0.5997 0.6551 +[2025-02-23 21:40:36,899 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:40:36,899 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7362/0.8251/0.9083. +[2025-02-23 21:40:36,900 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:40:36,907 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7377 +[2025-02-23 21:40:36,908 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:40:56,061 INFO hook.py line 109 2996285] Train: [77/100][50/300] Data 0.003 (0.004) Batch 0.272 (0.270) Remain 00:32:12 loss: 0.2051 Lr: 8.86452e-04 +[2025-02-23 21:41:09,095 INFO hook.py line 109 2996285] Train: [77/100][100/300] Data 0.002 (0.003) Batch 0.251 (0.265) Remain 00:31:23 loss: 0.2214 Lr: 8.74754e-04 +[2025-02-23 21:41:21,822 INFO hook.py line 109 2996285] Train: [77/100][150/300] Data 0.006 (0.003) Batch 0.261 (0.262) Remain 00:30:44 loss: 0.2149 Lr: 8.63120e-04 +[2025-02-23 21:41:34,585 INFO hook.py line 109 2996285] Train: [77/100][200/300] Data 0.004 (0.003) Batch 0.292 (0.260) Remain 00:30:20 loss: 0.2690 Lr: 8.51551e-04 +[2025-02-23 21:41:47,192 INFO hook.py line 109 2996285] Train: [77/100][250/300] Data 0.002 (0.003) Batch 0.265 (0.258) Remain 00:29:56 loss: 0.1543 Lr: 8.40048e-04 +[2025-02-23 21:41:58,153 INFO hook.py line 109 2996285] Train: [77/100][300/300] Data 0.001 (0.003) Batch 0.199 (0.252) Remain 00:28:57 loss: 0.4298 Lr: 8.28610e-04 +[2025-02-23 21:41:58,154 INFO misc.py line 135 2996285] Train result: loss: 0.2819 +[2025-02-23 21:41:58,239 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:42:11,722 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0630 +[2025-02-23 21:42:12,509 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5148 +[2025-02-23 21:42:12,554 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1389 +[2025-02-23 21:42:12,611 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4641 +[2025-02-23 21:42:12,647 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1332 +[2025-02-23 21:42:12,695 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4890 +[2025-02-23 21:42:12,741 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2901 +[2025-02-23 21:42:12,776 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1584 +[2025-02-23 21:42:12,816 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7080 +[2025-02-23 21:42:12,847 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4078 +[2025-02-23 21:42:12,893 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3356 +[2025-02-23 21:42:12,926 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.1298 +[2025-02-23 21:42:12,972 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9360 +[2025-02-23 21:42:13,006 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2717 +[2025-02-23 21:42:13,041 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2386 +[2025-02-23 21:42:13,091 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0668 +[2025-02-23 21:42:13,127 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5066 +[2025-02-23 21:42:13,158 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7706 +[2025-02-23 21:42:13,196 INFO hook.py line 289 2996285] Test: [19/78] Loss 1.1528 +[2025-02-23 21:42:13,227 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2314 +[2025-02-23 21:42:13,260 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2276 +[2025-02-23 21:42:13,296 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3574 +[2025-02-23 21:42:13,324 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8384 +[2025-02-23 21:42:13,365 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7506 +[2025-02-23 21:42:13,404 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.3175 +[2025-02-23 21:42:13,451 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.6719 +[2025-02-23 21:42:13,506 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4889 +[2025-02-23 21:42:13,541 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3041 +[2025-02-23 21:42:13,567 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1868 +[2025-02-23 21:42:13,621 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2508 +[2025-02-23 21:42:13,674 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3032 +[2025-02-23 21:42:13,712 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2703 +[2025-02-23 21:42:13,761 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1263 +[2025-02-23 21:42:13,795 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0745 +[2025-02-23 21:42:13,837 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2530 +[2025-02-23 21:42:13,878 INFO hook.py line 289 2996285] Test: [36/78] Loss 1.0911 +[2025-02-23 21:42:13,912 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.3977 +[2025-02-23 21:42:13,941 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2573 +[2025-02-23 21:42:13,997 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4161 +[2025-02-23 21:42:14,040 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3644 +[2025-02-23 21:42:14,081 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1191 +[2025-02-23 21:42:14,112 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1537 +[2025-02-23 21:42:14,151 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1676 +[2025-02-23 21:42:14,202 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3211 +[2025-02-23 21:42:14,242 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4717 +[2025-02-23 21:42:14,287 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5620 +[2025-02-23 21:42:14,323 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.3712 +[2025-02-23 21:42:14,353 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3127 +[2025-02-23 21:42:14,381 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1922 +[2025-02-23 21:42:14,409 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7407 +[2025-02-23 21:42:14,434 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2969 +[2025-02-23 21:42:14,463 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6194 +[2025-02-23 21:42:14,486 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2669 +[2025-02-23 21:42:14,517 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4244 +[2025-02-23 21:42:14,550 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0256 +[2025-02-23 21:42:14,586 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1795 +[2025-02-23 21:42:14,615 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.4974 +[2025-02-23 21:42:14,639 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3049 +[2025-02-23 21:42:14,674 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6897 +[2025-02-23 21:42:14,705 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2882 +[2025-02-23 21:42:14,728 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4045 +[2025-02-23 21:42:14,758 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5128 +[2025-02-23 21:42:14,790 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3438 +[2025-02-23 21:42:14,843 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9184 +[2025-02-23 21:42:14,870 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0964 +[2025-02-23 21:42:14,907 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4666 +[2025-02-23 21:42:14,943 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2131 +[2025-02-23 21:42:14,974 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7509 +[2025-02-23 21:42:15,000 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3456 +[2025-02-23 21:42:15,051 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.1127 +[2025-02-23 21:42:15,090 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7941 +[2025-02-23 21:42:15,137 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1684 +[2025-02-23 21:42:15,182 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1799 +[2025-02-23 21:42:15,220 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0938 +[2025-02-23 21:42:15,266 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4183 +[2025-02-23 21:42:15,292 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7922 +[2025-02-23 21:42:15,344 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1489 +[2025-02-23 21:42:15,369 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5415 +[2025-02-23 21:42:16,974 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:42:16,974 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:42:16,975 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] wall : 0.8613 0.9528 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] floor : 0.9645 0.9864 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] cabinet : 0.6845 0.8138 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] bed : 0.8267 0.8640 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] chair : 0.9102 0.9540 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] sofa : 0.8559 0.9317 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] table : 0.7419 0.8611 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] door : 0.6789 0.7875 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] window : 0.6278 0.7632 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] bookshelf : 0.8122 0.8812 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] picture : 0.3531 0.4596 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] counter : 0.6990 0.8193 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] desk : 0.6765 0.8389 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] curtain : 0.7330 0.8113 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] refridgerator : 0.5885 0.5989 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] shower curtain : 0.6507 0.6887 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] toilet : 0.9339 0.9796 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] sink : 0.6943 0.7984 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] bathtub : 0.8956 0.9232 +[2025-02-23 21:42:16,975 INFO hook.py line 232 2996285] otherfurniture : 0.6146 0.6644 +[2025-02-23 21:42:16,975 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:42:16,975 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7401/0.8189/0.9107. +[2025-02-23 21:42:16,976 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:42:16,978 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7401 +[2025-02-23 21:42:16,979 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7401 +[2025-02-23 21:42:16,980 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:42:36,014 INFO hook.py line 109 2996285] Train: [78/100][50/300] Data 0.004 (0.004) Batch 0.283 (0.264) Remain 00:30:11 loss: 0.1887 Lr: 8.17238e-04 +[2025-02-23 21:42:49,109 INFO hook.py line 109 2996285] Train: [78/100][100/300] Data 0.003 (0.004) Batch 0.262 (0.263) Remain 00:29:49 loss: 0.2970 Lr: 8.05932e-04 +[2025-02-23 21:43:01,975 INFO hook.py line 109 2996285] Train: [78/100][150/300] Data 0.003 (0.004) Batch 0.233 (0.261) Remain 00:29:22 loss: 0.1736 Lr: 7.94693e-04 +[2025-02-23 21:43:14,598 INFO hook.py line 109 2996285] Train: [78/100][200/300] Data 0.004 (0.004) Batch 0.242 (0.259) Remain 00:28:54 loss: 0.1941 Lr: 7.83521e-04 +[2025-02-23 21:43:27,311 INFO hook.py line 109 2996285] Train: [78/100][250/300] Data 0.003 (0.004) Batch 0.260 (0.258) Remain 00:28:35 loss: 0.2844 Lr: 7.72416e-04 +[2025-02-23 21:43:38,446 INFO hook.py line 109 2996285] Train: [78/100][300/300] Data 0.002 (0.003) Batch 0.203 (0.252) Remain 00:27:43 loss: 0.3097 Lr: 7.61379e-04 +[2025-02-23 21:43:38,446 INFO misc.py line 135 2996285] Train result: loss: 0.2863 +[2025-02-23 21:43:38,513 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:43:52,458 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0611 +[2025-02-23 21:43:52,501 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3055 +[2025-02-23 21:43:52,545 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1699 +[2025-02-23 21:43:52,589 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4930 +[2025-02-23 21:43:52,625 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1187 +[2025-02-23 21:43:52,675 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5371 +[2025-02-23 21:43:52,723 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2957 +[2025-02-23 21:43:52,749 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1715 +[2025-02-23 21:43:52,790 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.7593 +[2025-02-23 21:43:52,820 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4650 +[2025-02-23 21:43:52,865 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2594 +[2025-02-23 21:43:52,895 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9768 +[2025-02-23 21:43:52,947 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.7579 +[2025-02-23 21:43:52,982 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3725 +[2025-02-23 21:43:53,017 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.7874 +[2025-02-23 21:43:53,062 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1267 +[2025-02-23 21:43:53,097 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5084 +[2025-02-23 21:43:53,126 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6437 +[2025-02-23 21:43:53,164 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9957 +[2025-02-23 21:43:53,194 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3369 +[2025-02-23 21:43:53,227 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2630 +[2025-02-23 21:43:53,262 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.5370 +[2025-02-23 21:43:53,289 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8940 +[2025-02-23 21:43:53,332 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.6526 +[2025-02-23 21:43:53,372 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7145 +[2025-02-23 21:43:53,422 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4886 +[2025-02-23 21:43:53,469 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.5182 +[2025-02-23 21:43:53,500 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3167 +[2025-02-23 21:43:53,534 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2077 +[2025-02-23 21:43:53,590 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.1969 +[2025-02-23 21:43:53,642 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2566 +[2025-02-23 21:43:53,674 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3891 +[2025-02-23 21:43:53,724 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2061 +[2025-02-23 21:43:53,760 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9953 +[2025-02-23 21:43:53,795 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3087 +[2025-02-23 21:43:53,833 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8871 +[2025-02-23 21:43:53,867 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5199 +[2025-02-23 21:43:53,897 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2638 +[2025-02-23 21:43:53,952 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.2695 +[2025-02-23 21:43:53,997 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2507 +[2025-02-23 21:43:54,042 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0307 +[2025-02-23 21:43:54,072 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0857 +[2025-02-23 21:43:54,106 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1252 +[2025-02-23 21:43:54,160 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2621 +[2025-02-23 21:43:54,193 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4985 +[2025-02-23 21:43:54,237 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6614 +[2025-02-23 21:43:54,273 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8242 +[2025-02-23 21:43:54,302 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3055 +[2025-02-23 21:43:54,331 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.1260 +[2025-02-23 21:43:54,359 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6928 +[2025-02-23 21:43:54,385 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3728 +[2025-02-23 21:43:54,416 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5754 +[2025-02-23 21:43:54,439 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2136 +[2025-02-23 21:43:54,471 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3243 +[2025-02-23 21:43:54,504 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0249 +[2025-02-23 21:43:54,540 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1869 +[2025-02-23 21:43:54,568 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5047 +[2025-02-23 21:43:54,591 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3164 +[2025-02-23 21:43:54,626 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6940 +[2025-02-23 21:43:54,656 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3124 +[2025-02-23 21:43:54,679 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4351 +[2025-02-23 21:43:54,710 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6781 +[2025-02-23 21:43:54,743 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1203 +[2025-02-23 21:43:54,796 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.7905 +[2025-02-23 21:43:54,822 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.7565 +[2025-02-23 21:43:54,859 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5088 +[2025-02-23 21:43:54,893 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.3373 +[2025-02-23 21:43:54,921 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.5254 +[2025-02-23 21:43:54,947 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3033 +[2025-02-23 21:43:54,998 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0123 +[2025-02-23 21:43:55,038 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8743 +[2025-02-23 21:43:55,085 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1935 +[2025-02-23 21:43:55,131 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1900 +[2025-02-23 21:43:55,167 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1252 +[2025-02-23 21:43:55,215 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6890 +[2025-02-23 21:43:55,240 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8463 +[2025-02-23 21:43:55,290 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1362 +[2025-02-23 21:43:55,314 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.7634 +[2025-02-23 21:43:56,672 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:43:56,672 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:43:56,672 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] wall : 0.8664 0.9470 +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] floor : 0.9639 0.9858 +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] cabinet : 0.7074 0.8210 +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] bed : 0.7898 0.8787 +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] chair : 0.9013 0.9420 +[2025-02-23 21:43:56,672 INFO hook.py line 232 2996285] sofa : 0.8006 0.9359 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] table : 0.7330 0.8136 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] door : 0.6885 0.8081 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] window : 0.6349 0.7902 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] bookshelf : 0.7867 0.9045 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] picture : 0.3547 0.4679 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] counter : 0.6999 0.8276 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] desk : 0.6792 0.8301 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] curtain : 0.7294 0.8335 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] refridgerator : 0.5874 0.5967 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] shower curtain : 0.5699 0.6053 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] toilet : 0.9019 0.9846 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] sink : 0.7049 0.7759 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] bathtub : 0.8845 0.9313 +[2025-02-23 21:43:56,673 INFO hook.py line 232 2996285] otherfurniture : 0.5934 0.6657 +[2025-02-23 21:43:56,673 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:43:56,673 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7289/0.8173/0.9089. +[2025-02-23 21:43:56,673 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:43:56,680 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7401 +[2025-02-23 21:43:56,680 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:44:15,929 INFO hook.py line 109 2996285] Train: [79/100][50/300] Data 0.004 (0.004) Batch 0.252 (0.268) Remain 00:29:14 loss: 0.3103 Lr: 7.50411e-04 +[2025-02-23 21:44:28,661 INFO hook.py line 109 2996285] Train: [79/100][100/300] Data 0.003 (0.004) Batch 0.263 (0.261) Remain 00:28:16 loss: 0.2945 Lr: 7.39510e-04 +[2025-02-23 21:44:41,349 INFO hook.py line 109 2996285] Train: [79/100][150/300] Data 0.002 (0.004) Batch 0.258 (0.259) Remain 00:27:47 loss: 0.1970 Lr: 7.28678e-04 +[2025-02-23 21:44:54,295 INFO hook.py line 109 2996285] Train: [79/100][200/300] Data 0.003 (0.004) Batch 0.265 (0.259) Remain 00:27:35 loss: 0.4095 Lr: 7.17915e-04 +[2025-02-23 21:45:07,077 INFO hook.py line 109 2996285] Train: [79/100][250/300] Data 0.003 (0.004) Batch 0.245 (0.258) Remain 00:27:18 loss: 0.2382 Lr: 7.07435e-04 +[2025-02-23 21:45:18,025 INFO hook.py line 109 2996285] Train: [79/100][300/300] Data 0.001 (0.004) Batch 0.192 (0.251) Remain 00:26:24 loss: 0.3967 Lr: 6.96809e-04 +[2025-02-23 21:45:18,025 INFO misc.py line 135 2996285] Train result: loss: 0.2779 +[2025-02-23 21:45:18,096 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:45:31,826 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0561 +[2025-02-23 21:45:31,871 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2156 +[2025-02-23 21:45:31,909 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.2233 +[2025-02-23 21:45:32,433 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4705 +[2025-02-23 21:45:32,463 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1062 +[2025-02-23 21:45:32,518 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.1318 +[2025-02-23 21:45:32,570 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3864 +[2025-02-23 21:45:32,600 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1472 +[2025-02-23 21:45:32,640 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6508 +[2025-02-23 21:45:32,674 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3884 +[2025-02-23 21:45:32,715 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3286 +[2025-02-23 21:45:32,746 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9709 +[2025-02-23 21:45:32,796 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.6061 +[2025-02-23 21:45:32,836 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0620 +[2025-02-23 21:45:32,870 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0756 +[2025-02-23 21:45:32,915 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1821 +[2025-02-23 21:45:32,951 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4586 +[2025-02-23 21:45:32,982 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6011 +[2025-02-23 21:45:33,020 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6467 +[2025-02-23 21:45:33,057 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2959 +[2025-02-23 21:45:33,091 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2330 +[2025-02-23 21:45:33,127 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2640 +[2025-02-23 21:45:33,154 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8300 +[2025-02-23 21:45:33,194 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7348 +[2025-02-23 21:45:33,233 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9827 +[2025-02-23 21:45:33,270 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5103 +[2025-02-23 21:45:33,317 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2409 +[2025-02-23 21:45:33,349 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3498 +[2025-02-23 21:45:33,373 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1884 +[2025-02-23 21:45:33,425 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2948 +[2025-02-23 21:45:33,504 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2565 +[2025-02-23 21:45:33,539 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4180 +[2025-02-23 21:45:33,588 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2185 +[2025-02-23 21:45:33,624 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9496 +[2025-02-23 21:45:33,658 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2547 +[2025-02-23 21:45:33,706 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7875 +[2025-02-23 21:45:33,741 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6173 +[2025-02-23 21:45:33,767 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2766 +[2025-02-23 21:45:33,822 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6052 +[2025-02-23 21:45:33,865 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2707 +[2025-02-23 21:45:33,904 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1008 +[2025-02-23 21:45:33,929 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1132 +[2025-02-23 21:45:33,962 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0767 +[2025-02-23 21:45:34,019 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2394 +[2025-02-23 21:45:34,048 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4567 +[2025-02-23 21:45:34,095 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5561 +[2025-02-23 21:45:34,130 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0008 +[2025-02-23 21:45:34,159 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2629 +[2025-02-23 21:45:34,195 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.0523 +[2025-02-23 21:45:34,231 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7206 +[2025-02-23 21:45:34,256 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.8127 +[2025-02-23 21:45:34,285 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5138 +[2025-02-23 21:45:34,307 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2166 +[2025-02-23 21:45:34,337 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3136 +[2025-02-23 21:45:34,371 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0263 +[2025-02-23 21:45:34,408 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1847 +[2025-02-23 21:45:34,438 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6232 +[2025-02-23 21:45:34,462 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2690 +[2025-02-23 21:45:34,497 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7221 +[2025-02-23 21:45:34,528 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.5134 +[2025-02-23 21:45:34,550 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.7025 +[2025-02-23 21:45:34,579 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4225 +[2025-02-23 21:45:34,611 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9331 +[2025-02-23 21:45:34,664 INFO hook.py line 289 2996285] Test: [64/78] Loss 1.0881 +[2025-02-23 21:45:34,688 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1459 +[2025-02-23 21:45:34,726 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5373 +[2025-02-23 21:45:34,760 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1307 +[2025-02-23 21:45:34,790 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7236 +[2025-02-23 21:45:34,817 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3035 +[2025-02-23 21:45:34,868 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5473 +[2025-02-23 21:45:34,908 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9005 +[2025-02-23 21:45:34,955 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1716 +[2025-02-23 21:45:34,999 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1715 +[2025-02-23 21:45:35,036 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.3615 +[2025-02-23 21:45:35,082 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3638 +[2025-02-23 21:45:35,108 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0305 +[2025-02-23 21:45:35,158 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1898 +[2025-02-23 21:45:35,182 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5101 +[2025-02-23 21:45:36,447 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:45:36,447 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:45:36,447 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] wall : 0.8617 0.9475 +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] floor : 0.9641 0.9862 +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] cabinet : 0.6791 0.8234 +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] bed : 0.8267 0.8764 +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] chair : 0.9103 0.9421 +[2025-02-23 21:45:36,448 INFO hook.py line 232 2996285] sofa : 0.8205 0.9296 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] table : 0.7344 0.8848 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] door : 0.6804 0.8286 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] window : 0.6217 0.7568 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] bookshelf : 0.8096 0.8873 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] picture : 0.3834 0.4672 +[2025-02-23 21:45:36,449 INFO hook.py line 232 2996285] counter : 0.6551 0.8414 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] desk : 0.6724 0.7854 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] curtain : 0.7070 0.8130 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] refridgerator : 0.6431 0.6772 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] shower curtain : 0.6534 0.6955 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] toilet : 0.9379 0.9690 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] sink : 0.7142 0.8060 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] bathtub : 0.8971 0.9219 +[2025-02-23 21:45:36,450 INFO hook.py line 232 2996285] otherfurniture : 0.5502 0.5857 +[2025-02-23 21:45:36,451 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:45:36,451 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7361/0.8213/0.9077. +[2025-02-23 21:45:36,452 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:45:36,456 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7401 +[2025-02-23 21:45:36,456 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:45:55,282 INFO hook.py line 109 2996285] Train: [80/100][50/300] Data 0.004 (0.005) Batch 0.255 (0.273) Remain 00:28:25 loss: 0.2791 Lr: 6.86254e-04 +[2025-02-23 21:46:07,993 INFO hook.py line 109 2996285] Train: [80/100][100/300] Data 0.003 (0.004) Batch 0.267 (0.263) Remain 00:27:12 loss: 0.3399 Lr: 6.75769e-04 +[2025-02-23 21:46:20,605 INFO hook.py line 109 2996285] Train: [80/100][150/300] Data 0.003 (0.004) Batch 0.240 (0.260) Remain 00:26:35 loss: 0.3884 Lr: 6.65354e-04 +[2025-02-23 21:46:33,202 INFO hook.py line 109 2996285] Train: [80/100][200/300] Data 0.003 (0.004) Batch 0.233 (0.258) Remain 00:26:11 loss: 0.1820 Lr: 6.55011e-04 +[2025-02-23 21:46:45,871 INFO hook.py line 109 2996285] Train: [80/100][250/300] Data 0.005 (0.004) Batch 0.266 (0.257) Remain 00:25:53 loss: 0.4511 Lr: 6.44738e-04 +[2025-02-23 21:46:57,308 INFO hook.py line 109 2996285] Train: [80/100][300/300] Data 0.001 (0.003) Batch 0.206 (0.252) Remain 00:25:12 loss: 0.1891 Lr: 6.34538e-04 +[2025-02-23 21:46:57,308 INFO misc.py line 135 2996285] Train result: loss: 0.2776 +[2025-02-23 21:46:57,405 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:47:11,105 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0576 +[2025-02-23 21:47:11,153 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5408 +[2025-02-23 21:47:11,191 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1626 +[2025-02-23 21:47:11,334 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4579 +[2025-02-23 21:47:11,373 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1128 +[2025-02-23 21:47:11,423 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.7198 +[2025-02-23 21:47:11,475 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3195 +[2025-02-23 21:47:11,506 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1581 +[2025-02-23 21:47:11,547 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5194 +[2025-02-23 21:47:11,587 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2618 +[2025-02-23 21:47:11,633 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4474 +[2025-02-23 21:47:11,679 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.8765 +[2025-02-23 21:47:11,725 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.5223 +[2025-02-23 21:47:11,958 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3473 +[2025-02-23 21:47:11,992 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0160 +[2025-02-23 21:47:12,036 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0575 +[2025-02-23 21:47:12,072 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5120 +[2025-02-23 21:47:12,103 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5340 +[2025-02-23 21:47:12,140 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7945 +[2025-02-23 21:47:12,171 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3811 +[2025-02-23 21:47:12,210 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1863 +[2025-02-23 21:47:12,248 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2466 +[2025-02-23 21:47:12,284 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9225 +[2025-02-23 21:47:12,324 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7339 +[2025-02-23 21:47:12,362 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8600 +[2025-02-23 21:47:12,399 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4725 +[2025-02-23 21:47:12,445 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1508 +[2025-02-23 21:47:12,477 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2555 +[2025-02-23 21:47:12,502 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1964 +[2025-02-23 21:47:12,555 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2218 +[2025-02-23 21:47:12,608 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3456 +[2025-02-23 21:47:12,640 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2798 +[2025-02-23 21:47:12,690 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2282 +[2025-02-23 21:47:12,726 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8129 +[2025-02-23 21:47:12,766 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.2584 +[2025-02-23 21:47:12,800 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7182 +[2025-02-23 21:47:12,835 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.4909 +[2025-02-23 21:47:12,860 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2334 +[2025-02-23 21:47:12,916 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5702 +[2025-02-23 21:47:12,957 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.1539 +[2025-02-23 21:47:12,997 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9685 +[2025-02-23 21:47:13,028 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1048 +[2025-02-23 21:47:13,060 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0710 +[2025-02-23 21:47:13,115 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3124 +[2025-02-23 21:47:13,144 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4814 +[2025-02-23 21:47:13,187 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6417 +[2025-02-23 21:47:13,223 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0658 +[2025-02-23 21:47:13,252 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.5244 +[2025-02-23 21:47:13,281 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.2998 +[2025-02-23 21:47:13,309 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6837 +[2025-02-23 21:47:13,334 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2203 +[2025-02-23 21:47:13,364 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5593 +[2025-02-23 21:47:13,387 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2972 +[2025-02-23 21:47:13,418 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4939 +[2025-02-23 21:47:13,452 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0239 +[2025-02-23 21:47:13,488 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2095 +[2025-02-23 21:47:13,517 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5509 +[2025-02-23 21:47:13,539 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2901 +[2025-02-23 21:47:13,574 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6655 +[2025-02-23 21:47:13,605 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3062 +[2025-02-23 21:47:13,628 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4337 +[2025-02-23 21:47:13,659 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4591 +[2025-02-23 21:47:13,692 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2732 +[2025-02-23 21:47:13,745 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8717 +[2025-02-23 21:47:13,770 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8383 +[2025-02-23 21:47:13,807 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6250 +[2025-02-23 21:47:13,840 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1628 +[2025-02-23 21:47:13,869 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7060 +[2025-02-23 21:47:13,896 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.2659 +[2025-02-23 21:47:13,947 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9976 +[2025-02-23 21:47:13,987 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7922 +[2025-02-23 21:47:14,035 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1743 +[2025-02-23 21:47:14,080 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1504 +[2025-02-23 21:47:14,117 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.4945 +[2025-02-23 21:47:14,162 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5560 +[2025-02-23 21:47:14,187 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7426 +[2025-02-23 21:47:14,237 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1450 +[2025-02-23 21:47:14,261 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5092 +[2025-02-23 21:47:15,353 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:47:15,354 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:47:15,354 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] wall : 0.8620 0.9554 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] floor : 0.9646 0.9867 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] cabinet : 0.7046 0.8118 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] bed : 0.8295 0.8780 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] chair : 0.9088 0.9616 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] sofa : 0.8598 0.9401 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] table : 0.7422 0.8350 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] door : 0.6888 0.7943 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] window : 0.6054 0.7429 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] bookshelf : 0.8098 0.9080 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] picture : 0.3761 0.4791 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] counter : 0.7088 0.8030 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] desk : 0.6638 0.8261 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] curtain : 0.7299 0.7940 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] refridgerator : 0.6116 0.6306 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] shower curtain : 0.6639 0.7023 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] toilet : 0.9524 0.9821 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] sink : 0.7014 0.8283 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] bathtub : 0.8922 0.9249 +[2025-02-23 21:47:15,354 INFO hook.py line 232 2996285] otherfurniture : 0.5806 0.6347 +[2025-02-23 21:47:15,354 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:47:15,354 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7428/0.8210/0.9105. +[2025-02-23 21:47:15,355 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:47:15,356 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7428 +[2025-02-23 21:47:15,356 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7428 +[2025-02-23 21:47:15,356 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:47:35,048 INFO hook.py line 109 2996285] Train: [81/100][50/300] Data 0.004 (0.015) Batch 0.245 (0.272) Remain 00:26:59 loss: 0.3343 Lr: 6.24409e-04 +[2025-02-23 21:47:47,901 INFO hook.py line 109 2996285] Train: [81/100][100/300] Data 0.004 (0.009) Batch 0.255 (0.264) Remain 00:25:59 loss: 0.2701 Lr: 6.14352e-04 +[2025-02-23 21:48:00,746 INFO hook.py line 109 2996285] Train: [81/100][150/300] Data 0.003 (0.007) Batch 0.247 (0.262) Remain 00:25:31 loss: 0.3422 Lr: 6.04368e-04 +[2025-02-23 21:48:13,490 INFO hook.py line 109 2996285] Train: [81/100][200/300] Data 0.003 (0.006) Batch 0.228 (0.260) Remain 00:25:08 loss: 0.3111 Lr: 5.94456e-04 +[2025-02-23 21:48:26,333 INFO hook.py line 109 2996285] Train: [81/100][250/300] Data 0.005 (0.006) Batch 0.258 (0.259) Remain 00:24:51 loss: 0.2306 Lr: 5.84618e-04 +[2025-02-23 21:48:37,315 INFO hook.py line 109 2996285] Train: [81/100][300/300] Data 0.001 (0.005) Batch 0.193 (0.253) Remain 00:24:00 loss: 0.2629 Lr: 5.74853e-04 +[2025-02-23 21:48:37,315 INFO misc.py line 135 2996285] Train result: loss: 0.2680 +[2025-02-23 21:48:37,394 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:48:51,174 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0597 +[2025-02-23 21:48:51,248 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.3074 +[2025-02-23 21:48:51,287 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1593 +[2025-02-23 21:48:51,347 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4854 +[2025-02-23 21:48:51,384 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1356 +[2025-02-23 21:48:51,435 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5455 +[2025-02-23 21:48:51,481 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2539 +[2025-02-23 21:48:51,512 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1607 +[2025-02-23 21:48:51,554 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5819 +[2025-02-23 21:48:51,593 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3803 +[2025-02-23 21:48:51,649 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4009 +[2025-02-23 21:48:51,681 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9276 +[2025-02-23 21:48:51,728 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0380 +[2025-02-23 21:48:52,043 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.1286 +[2025-02-23 21:48:52,077 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.2247 +[2025-02-23 21:48:52,128 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0610 +[2025-02-23 21:48:52,162 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.5107 +[2025-02-23 21:48:52,194 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5972 +[2025-02-23 21:48:52,232 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9910 +[2025-02-23 21:48:52,265 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3330 +[2025-02-23 21:48:52,306 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2140 +[2025-02-23 21:48:52,342 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3235 +[2025-02-23 21:48:52,369 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.9260 +[2025-02-23 21:48:52,409 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7464 +[2025-02-23 21:48:52,447 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7546 +[2025-02-23 21:48:52,494 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4508 +[2025-02-23 21:48:52,541 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1612 +[2025-02-23 21:48:52,573 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3526 +[2025-02-23 21:48:52,597 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1912 +[2025-02-23 21:48:52,649 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2162 +[2025-02-23 21:48:52,702 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3578 +[2025-02-23 21:48:52,734 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3799 +[2025-02-23 21:48:52,783 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.2168 +[2025-02-23 21:48:52,827 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0157 +[2025-02-23 21:48:52,861 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3346 +[2025-02-23 21:48:52,904 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6479 +[2025-02-23 21:48:52,941 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5339 +[2025-02-23 21:48:52,967 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1748 +[2025-02-23 21:48:53,023 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.9990 +[2025-02-23 21:48:53,064 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2788 +[2025-02-23 21:48:53,103 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0068 +[2025-02-23 21:48:53,129 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0924 +[2025-02-23 21:48:53,163 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0745 +[2025-02-23 21:48:53,213 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2991 +[2025-02-23 21:48:53,243 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3904 +[2025-02-23 21:48:53,288 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.5744 +[2025-02-23 21:48:53,324 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9593 +[2025-02-23 21:48:53,353 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3037 +[2025-02-23 21:48:53,383 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4020 +[2025-02-23 21:48:53,411 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7041 +[2025-02-23 21:48:53,436 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1324 +[2025-02-23 21:48:53,466 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5287 +[2025-02-23 21:48:53,489 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3112 +[2025-02-23 21:48:53,520 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2261 +[2025-02-23 21:48:53,553 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0271 +[2025-02-23 21:48:53,588 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1967 +[2025-02-23 21:48:53,617 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6505 +[2025-02-23 21:48:53,640 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3214 +[2025-02-23 21:48:53,676 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8646 +[2025-02-23 21:48:53,706 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3150 +[2025-02-23 21:48:53,728 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4021 +[2025-02-23 21:48:53,759 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4449 +[2025-02-23 21:48:53,791 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2269 +[2025-02-23 21:48:53,844 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9803 +[2025-02-23 21:48:53,869 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1735 +[2025-02-23 21:48:53,906 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5337 +[2025-02-23 21:48:53,940 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2063 +[2025-02-23 21:48:53,970 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6516 +[2025-02-23 21:48:53,997 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3453 +[2025-02-23 21:48:54,047 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9913 +[2025-02-23 21:48:54,087 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8066 +[2025-02-23 21:48:54,135 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2435 +[2025-02-23 21:48:54,179 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1660 +[2025-02-23 21:48:54,216 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1427 +[2025-02-23 21:48:54,261 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5068 +[2025-02-23 21:48:54,287 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0243 +[2025-02-23 21:48:54,338 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1286 +[2025-02-23 21:48:54,362 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5563 +[2025-02-23 21:48:55,632 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:48:55,632 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:48:55,632 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:48:55,632 INFO hook.py line 232 2996285] wall : 0.8603 0.9591 +[2025-02-23 21:48:55,633 INFO hook.py line 232 2996285] floor : 0.9649 0.9868 +[2025-02-23 21:48:55,633 INFO hook.py line 232 2996285] cabinet : 0.6939 0.8151 +[2025-02-23 21:48:55,633 INFO hook.py line 232 2996285] bed : 0.8231 0.8646 +[2025-02-23 21:48:55,633 INFO hook.py line 232 2996285] chair : 0.9151 0.9505 +[2025-02-23 21:48:55,633 INFO hook.py line 232 2996285] sofa : 0.8568 0.9255 +[2025-02-23 21:48:55,637 INFO hook.py line 232 2996285] table : 0.7239 0.8438 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] door : 0.6913 0.7835 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] window : 0.6075 0.7329 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] bookshelf : 0.8013 0.8838 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] picture : 0.3746 0.4676 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] counter : 0.6962 0.7847 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] desk : 0.6837 0.8541 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] curtain : 0.7478 0.8141 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] refridgerator : 0.5895 0.6004 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] shower curtain : 0.7147 0.7552 +[2025-02-23 21:48:55,638 INFO hook.py line 232 2996285] toilet : 0.9224 0.9791 +[2025-02-23 21:48:55,639 INFO hook.py line 232 2996285] sink : 0.7153 0.8292 +[2025-02-23 21:48:55,639 INFO hook.py line 232 2996285] bathtub : 0.8917 0.9277 +[2025-02-23 21:48:55,639 INFO hook.py line 232 2996285] otherfurniture : 0.5816 0.6406 +[2025-02-23 21:48:55,639 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:48:55,639 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7428/0.8199/0.9100. +[2025-02-23 21:48:55,644 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:48:55,647 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7428 +[2025-02-23 21:48:55,648 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:49:14,425 INFO hook.py line 109 2996285] Train: [82/100][50/300] Data 0.004 (0.004) Batch 0.255 (0.262) Remain 00:24:38 loss: 0.3316 Lr: 5.65162e-04 +[2025-02-23 21:49:27,341 INFO hook.py line 109 2996285] Train: [82/100][100/300] Data 0.005 (0.004) Batch 0.251 (0.260) Remain 00:24:15 loss: 0.3202 Lr: 5.55544e-04 +[2025-02-23 21:49:40,415 INFO hook.py line 109 2996285] Train: [82/100][150/300] Data 0.004 (0.004) Batch 0.266 (0.260) Remain 00:24:05 loss: 0.2634 Lr: 5.46001e-04 +[2025-02-23 21:49:53,157 INFO hook.py line 109 2996285] Train: [82/100][200/300] Data 0.003 (0.004) Batch 0.269 (0.259) Remain 00:23:44 loss: 0.1582 Lr: 5.36533e-04 +[2025-02-23 21:50:06,374 INFO hook.py line 109 2996285] Train: [82/100][250/300] Data 0.003 (0.004) Batch 0.252 (0.260) Remain 00:23:37 loss: 0.2790 Lr: 5.27139e-04 +[2025-02-23 21:50:17,482 INFO hook.py line 109 2996285] Train: [82/100][300/300] Data 0.002 (0.004) Batch 0.209 (0.254) Remain 00:22:50 loss: 0.2076 Lr: 5.17820e-04 +[2025-02-23 21:50:17,483 INFO misc.py line 135 2996285] Train result: loss: 0.2622 +[2025-02-23 21:50:17,548 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:50:31,285 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0650 +[2025-02-23 21:50:31,335 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.5010 +[2025-02-23 21:50:31,374 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1816 +[2025-02-23 21:50:31,426 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4356 +[2025-02-23 21:50:31,777 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1393 +[2025-02-23 21:50:31,827 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3977 +[2025-02-23 21:50:31,888 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2840 +[2025-02-23 21:50:31,919 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1703 +[2025-02-23 21:50:31,960 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.6945 +[2025-02-23 21:50:31,997 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5451 +[2025-02-23 21:50:32,042 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4486 +[2025-02-23 21:50:32,563 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9498 +[2025-02-23 21:50:32,608 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.4864 +[2025-02-23 21:50:32,647 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.0704 +[2025-02-23 21:50:32,681 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.3241 +[2025-02-23 21:50:32,723 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0581 +[2025-02-23 21:50:32,762 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4442 +[2025-02-23 21:50:32,791 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8099 +[2025-02-23 21:50:32,839 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6060 +[2025-02-23 21:50:32,869 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.1378 +[2025-02-23 21:50:32,906 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2133 +[2025-02-23 21:50:32,942 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2709 +[2025-02-23 21:50:32,970 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7215 +[2025-02-23 21:50:33,011 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8467 +[2025-02-23 21:50:33,049 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.9673 +[2025-02-23 21:50:33,086 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4843 +[2025-02-23 21:50:33,132 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.0927 +[2025-02-23 21:50:33,163 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3654 +[2025-02-23 21:50:33,190 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2538 +[2025-02-23 21:50:33,248 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2276 +[2025-02-23 21:50:33,301 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3012 +[2025-02-23 21:50:33,332 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.2795 +[2025-02-23 21:50:33,382 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1447 +[2025-02-23 21:50:33,417 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8072 +[2025-02-23 21:50:33,457 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3371 +[2025-02-23 21:50:33,498 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7172 +[2025-02-23 21:50:33,538 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6201 +[2025-02-23 21:50:33,565 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1890 +[2025-02-23 21:50:33,621 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5596 +[2025-02-23 21:50:33,663 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.2235 +[2025-02-23 21:50:33,704 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1265 +[2025-02-23 21:50:33,729 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1161 +[2025-02-23 21:50:33,762 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1025 +[2025-02-23 21:50:33,813 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3203 +[2025-02-23 21:50:33,842 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4030 +[2025-02-23 21:50:33,885 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6409 +[2025-02-23 21:50:33,921 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0918 +[2025-02-23 21:50:33,950 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3149 +[2025-02-23 21:50:33,980 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3011 +[2025-02-23 21:50:34,008 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6341 +[2025-02-23 21:50:34,034 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2299 +[2025-02-23 21:50:34,063 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6181 +[2025-02-23 21:50:34,085 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3157 +[2025-02-23 21:50:34,116 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2731 +[2025-02-23 21:50:34,149 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0271 +[2025-02-23 21:50:34,185 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1334 +[2025-02-23 21:50:34,214 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5561 +[2025-02-23 21:50:34,238 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3131 +[2025-02-23 21:50:34,274 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7130 +[2025-02-23 21:50:34,303 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2587 +[2025-02-23 21:50:34,326 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.5043 +[2025-02-23 21:50:34,357 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6415 +[2025-02-23 21:50:34,390 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.7004 +[2025-02-23 21:50:34,443 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9207 +[2025-02-23 21:50:34,467 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1254 +[2025-02-23 21:50:34,504 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5756 +[2025-02-23 21:50:34,539 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1785 +[2025-02-23 21:50:34,569 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6952 +[2025-02-23 21:50:34,597 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3127 +[2025-02-23 21:50:34,648 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5822 +[2025-02-23 21:50:34,687 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7741 +[2025-02-23 21:50:34,734 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.4006 +[2025-02-23 21:50:34,779 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1717 +[2025-02-23 21:50:34,816 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9742 +[2025-02-23 21:50:34,862 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4792 +[2025-02-23 21:50:34,888 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6087 +[2025-02-23 21:50:34,938 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1283 +[2025-02-23 21:50:34,962 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5130 +[2025-02-23 21:50:36,099 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:50:36,099 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:50:36,099 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] wall : 0.8684 0.9525 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] floor : 0.9633 0.9845 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] cabinet : 0.6950 0.8263 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] bed : 0.8394 0.8892 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] chair : 0.9074 0.9573 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] sofa : 0.8497 0.9212 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] table : 0.7370 0.8254 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] door : 0.7037 0.8159 +[2025-02-23 21:50:36,099 INFO hook.py line 232 2996285] window : 0.6448 0.7752 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] bookshelf : 0.7919 0.8457 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] picture : 0.3659 0.4642 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] counter : 0.6699 0.7861 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] desk : 0.6532 0.8778 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] curtain : 0.7682 0.8595 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] refridgerator : 0.6437 0.6594 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] shower curtain : 0.6792 0.7194 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] toilet : 0.9479 0.9809 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] sink : 0.7087 0.8258 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] bathtub : 0.8645 0.9234 +[2025-02-23 21:50:36,100 INFO hook.py line 232 2996285] otherfurniture : 0.6007 0.6665 +[2025-02-23 21:50:36,100 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:50:36,100 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7451/0.8278/0.9123. +[2025-02-23 21:50:36,101 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:50:36,104 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7451 +[2025-02-23 21:50:36,104 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7451 +[2025-02-23 21:50:36,104 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:50:55,539 INFO hook.py line 109 2996285] Train: [83/100][50/300] Data 0.003 (0.021) Batch 0.269 (0.275) Remain 00:24:31 loss: 0.2650 Lr: 5.08577e-04 +[2025-02-23 21:51:08,460 INFO hook.py line 109 2996285] Train: [83/100][100/300] Data 0.003 (0.012) Batch 0.251 (0.267) Remain 00:23:32 loss: 0.3570 Lr: 4.99410e-04 +[2025-02-23 21:51:21,472 INFO hook.py line 109 2996285] Train: [83/100][150/300] Data 0.006 (0.009) Batch 0.264 (0.264) Remain 00:23:08 loss: 0.2937 Lr: 4.90318e-04 +[2025-02-23 21:51:34,338 INFO hook.py line 109 2996285] Train: [83/100][200/300] Data 0.003 (0.008) Batch 0.266 (0.263) Remain 00:22:45 loss: 0.1686 Lr: 4.81303e-04 +[2025-02-23 21:51:47,055 INFO hook.py line 109 2996285] Train: [83/100][250/300] Data 0.003 (0.007) Batch 0.265 (0.261) Remain 00:22:23 loss: 0.2240 Lr: 4.72365e-04 +[2025-02-23 21:51:57,834 INFO hook.py line 109 2996285] Train: [83/100][300/300] Data 0.002 (0.006) Batch 0.190 (0.253) Remain 00:21:31 loss: 0.1644 Lr: 4.63503e-04 +[2025-02-23 21:51:57,835 INFO misc.py line 135 2996285] Train result: loss: 0.2486 +[2025-02-23 21:51:57,900 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:52:11,558 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0580 +[2025-02-23 21:52:11,613 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1509 +[2025-02-23 21:52:11,865 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1514 +[2025-02-23 21:52:11,986 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4656 +[2025-02-23 21:52:12,019 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1748 +[2025-02-23 21:52:12,219 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4131 +[2025-02-23 21:52:12,265 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3016 +[2025-02-23 21:52:12,295 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1697 +[2025-02-23 21:52:12,339 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5941 +[2025-02-23 21:52:12,368 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3169 +[2025-02-23 21:52:12,414 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.4690 +[2025-02-23 21:52:12,452 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9720 +[2025-02-23 21:52:12,673 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8055 +[2025-02-23 21:52:12,707 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.6318 +[2025-02-23 21:52:12,748 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.0938 +[2025-02-23 21:52:12,789 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0612 +[2025-02-23 21:52:12,825 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3929 +[2025-02-23 21:52:12,856 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7872 +[2025-02-23 21:52:12,898 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7427 +[2025-02-23 21:52:12,928 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3335 +[2025-02-23 21:52:12,960 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2221 +[2025-02-23 21:52:13,002 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3504 +[2025-02-23 21:52:13,033 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7536 +[2025-02-23 21:52:13,072 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7843 +[2025-02-23 21:52:13,111 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5304 +[2025-02-23 21:52:13,148 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5116 +[2025-02-23 21:52:13,195 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2191 +[2025-02-23 21:52:13,226 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3307 +[2025-02-23 21:52:13,261 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1921 +[2025-02-23 21:52:13,314 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2248 +[2025-02-23 21:52:13,367 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3670 +[2025-02-23 21:52:13,399 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3143 +[2025-02-23 21:52:13,449 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1567 +[2025-02-23 21:52:13,488 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9990 +[2025-02-23 21:52:13,524 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3487 +[2025-02-23 21:52:13,565 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7607 +[2025-02-23 21:52:13,601 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6025 +[2025-02-23 21:52:13,629 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2475 +[2025-02-23 21:52:13,685 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.3936 +[2025-02-23 21:52:13,738 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.4387 +[2025-02-23 21:52:13,779 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0225 +[2025-02-23 21:52:13,808 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1273 +[2025-02-23 21:52:13,841 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.1014 +[2025-02-23 21:52:13,891 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3624 +[2025-02-23 21:52:13,925 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4059 +[2025-02-23 21:52:13,967 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6549 +[2025-02-23 21:52:14,002 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8062 +[2025-02-23 21:52:14,030 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2766 +[2025-02-23 21:52:14,058 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3181 +[2025-02-23 21:52:14,086 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6707 +[2025-02-23 21:52:14,112 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.6504 +[2025-02-23 21:52:14,142 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5764 +[2025-02-23 21:52:14,165 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3068 +[2025-02-23 21:52:14,196 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3999 +[2025-02-23 21:52:14,230 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0255 +[2025-02-23 21:52:14,266 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2419 +[2025-02-23 21:52:14,295 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5312 +[2025-02-23 21:52:14,318 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3014 +[2025-02-23 21:52:14,352 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.6896 +[2025-02-23 21:52:14,382 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2670 +[2025-02-23 21:52:14,403 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4608 +[2025-02-23 21:52:14,433 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7237 +[2025-02-23 21:52:14,465 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9995 +[2025-02-23 21:52:14,519 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9597 +[2025-02-23 21:52:14,545 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.7207 +[2025-02-23 21:52:14,582 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.4248 +[2025-02-23 21:52:14,616 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1747 +[2025-02-23 21:52:14,646 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8211 +[2025-02-23 21:52:14,672 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3669 +[2025-02-23 21:52:14,722 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5083 +[2025-02-23 21:52:14,762 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8236 +[2025-02-23 21:52:14,810 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2129 +[2025-02-23 21:52:14,854 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.2380 +[2025-02-23 21:52:14,892 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.9981 +[2025-02-23 21:52:14,938 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2612 +[2025-02-23 21:52:14,963 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8070 +[2025-02-23 21:52:15,013 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1438 +[2025-02-23 21:52:15,036 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5107 +[2025-02-23 21:52:16,141 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:52:16,142 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:52:16,142 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:52:16,142 INFO hook.py line 232 2996285] wall : 0.8643 0.9520 +[2025-02-23 21:52:16,142 INFO hook.py line 232 2996285] floor : 0.9643 0.9857 +[2025-02-23 21:52:16,142 INFO hook.py line 232 2996285] cabinet : 0.6928 0.8566 +[2025-02-23 21:52:16,142 INFO hook.py line 232 2996285] bed : 0.8295 0.8666 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] chair : 0.9076 0.9473 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] sofa : 0.8210 0.9328 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] table : 0.7579 0.8621 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] door : 0.7083 0.8100 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] window : 0.6302 0.7517 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] bookshelf : 0.8090 0.8875 +[2025-02-23 21:52:16,143 INFO hook.py line 232 2996285] picture : 0.3685 0.4801 +[2025-02-23 21:52:16,144 INFO hook.py line 232 2996285] counter : 0.6913 0.7744 +[2025-02-23 21:52:16,144 INFO hook.py line 232 2996285] desk : 0.6743 0.8398 +[2025-02-23 21:52:16,144 INFO hook.py line 232 2996285] curtain : 0.7650 0.8722 +[2025-02-23 21:52:16,144 INFO hook.py line 232 2996285] refridgerator : 0.5721 0.5878 +[2025-02-23 21:52:16,144 INFO hook.py line 232 2996285] shower curtain : 0.6644 0.7031 +[2025-02-23 21:52:16,145 INFO hook.py line 232 2996285] toilet : 0.9346 0.9802 +[2025-02-23 21:52:16,145 INFO hook.py line 232 2996285] sink : 0.7254 0.8124 +[2025-02-23 21:52:16,145 INFO hook.py line 232 2996285] bathtub : 0.8908 0.9227 +[2025-02-23 21:52:16,145 INFO hook.py line 232 2996285] otherfurniture : 0.5749 0.6223 +[2025-02-23 21:52:16,145 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:52:16,145 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7423/0.8224/0.9114. +[2025-02-23 21:52:16,146 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:52:16,161 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7451 +[2025-02-23 21:52:16,161 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:52:34,993 INFO hook.py line 109 2996285] Train: [84/100][50/300] Data 0.006 (0.004) Batch 0.252 (0.256) Remain 00:21:34 loss: 0.2453 Lr: 4.54718e-04 +[2025-02-23 21:52:47,831 INFO hook.py line 109 2996285] Train: [84/100][100/300] Data 0.003 (0.004) Batch 0.288 (0.257) Remain 00:21:22 loss: 0.1629 Lr: 4.46010e-04 +[2025-02-23 21:53:00,494 INFO hook.py line 109 2996285] Train: [84/100][150/300] Data 0.004 (0.004) Batch 0.244 (0.255) Remain 00:21:04 loss: 0.1945 Lr: 4.37380e-04 +[2025-02-23 21:53:13,262 INFO hook.py line 109 2996285] Train: [84/100][200/300] Data 0.004 (0.004) Batch 0.259 (0.255) Remain 00:20:51 loss: 0.2681 Lr: 4.28828e-04 +[2025-02-23 21:53:26,328 INFO hook.py line 109 2996285] Train: [84/100][250/300] Data 0.003 (0.004) Batch 0.267 (0.257) Remain 00:20:44 loss: 0.3009 Lr: 4.20354e-04 +[2025-02-23 21:53:37,652 INFO hook.py line 109 2996285] Train: [84/100][300/300] Data 0.002 (0.004) Batch 0.191 (0.252) Remain 00:20:07 loss: 0.2209 Lr: 4.11959e-04 +[2025-02-23 21:53:37,653 INFO misc.py line 135 2996285] Train result: loss: 0.2570 +[2025-02-23 21:53:37,722 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:53:51,332 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0577 +[2025-02-23 21:53:51,841 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2547 +[2025-02-23 21:53:51,873 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1931 +[2025-02-23 21:53:51,918 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4801 +[2025-02-23 21:53:51,953 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1219 +[2025-02-23 21:53:52,001 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6224 +[2025-02-23 21:53:52,049 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3501 +[2025-02-23 21:53:52,075 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1659 +[2025-02-23 21:53:52,116 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5639 +[2025-02-23 21:53:52,147 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2755 +[2025-02-23 21:53:52,191 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2265 +[2025-02-23 21:53:52,229 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9702 +[2025-02-23 21:53:52,278 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0054 +[2025-02-23 21:53:52,314 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2616 +[2025-02-23 21:53:52,349 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9171 +[2025-02-23 21:53:52,463 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1154 +[2025-02-23 21:53:52,497 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4235 +[2025-02-23 21:53:52,529 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5601 +[2025-02-23 21:53:52,574 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6988 +[2025-02-23 21:53:52,604 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3024 +[2025-02-23 21:53:52,637 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2088 +[2025-02-23 21:53:52,673 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3101 +[2025-02-23 21:53:52,700 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8477 +[2025-02-23 21:53:52,741 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8536 +[2025-02-23 21:53:52,779 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7434 +[2025-02-23 21:53:52,820 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5460 +[2025-02-23 21:53:52,867 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2543 +[2025-02-23 21:53:52,902 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3593 +[2025-02-23 21:53:52,928 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1929 +[2025-02-23 21:53:52,981 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2563 +[2025-02-23 21:53:53,035 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3668 +[2025-02-23 21:53:53,069 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4998 +[2025-02-23 21:53:53,118 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1236 +[2025-02-23 21:53:53,153 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8124 +[2025-02-23 21:53:53,188 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4491 +[2025-02-23 21:53:53,230 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6561 +[2025-02-23 21:53:53,267 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.7149 +[2025-02-23 21:53:53,296 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1706 +[2025-02-23 21:53:53,352 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5802 +[2025-02-23 21:53:53,396 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3092 +[2025-02-23 21:53:53,435 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1467 +[2025-02-23 21:53:53,472 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1141 +[2025-02-23 21:53:53,504 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0734 +[2025-02-23 21:53:53,556 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2775 +[2025-02-23 21:53:53,584 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3657 +[2025-02-23 21:53:53,629 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6242 +[2025-02-23 21:53:53,665 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0237 +[2025-02-23 21:53:53,694 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2557 +[2025-02-23 21:53:53,723 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.2238 +[2025-02-23 21:53:53,751 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.9317 +[2025-02-23 21:53:53,777 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1161 +[2025-02-23 21:53:53,806 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5369 +[2025-02-23 21:53:53,829 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.4112 +[2025-02-23 21:53:53,859 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.0252 +[2025-02-23 21:53:53,892 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0231 +[2025-02-23 21:53:53,929 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2192 +[2025-02-23 21:53:53,957 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5382 +[2025-02-23 21:53:53,982 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3012 +[2025-02-23 21:53:54,017 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7624 +[2025-02-23 21:53:54,047 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2423 +[2025-02-23 21:53:54,069 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.6644 +[2025-02-23 21:53:54,100 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6054 +[2025-02-23 21:53:54,132 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0405 +[2025-02-23 21:53:54,185 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8852 +[2025-02-23 21:53:54,210 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.7730 +[2025-02-23 21:53:54,246 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6364 +[2025-02-23 21:53:54,280 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1271 +[2025-02-23 21:53:54,311 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.9748 +[2025-02-23 21:53:54,338 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3423 +[2025-02-23 21:53:54,390 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8666 +[2025-02-23 21:53:54,430 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9191 +[2025-02-23 21:53:54,478 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2914 +[2025-02-23 21:53:54,522 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1688 +[2025-02-23 21:53:54,559 INFO hook.py line 289 2996285] Test: [74/78] Loss 1.7607 +[2025-02-23 21:53:54,604 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4504 +[2025-02-23 21:53:54,630 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9263 +[2025-02-23 21:53:54,680 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1433 +[2025-02-23 21:53:54,705 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4990 +[2025-02-23 21:53:55,892 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:53:55,894 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:53:55,894 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:53:55,894 INFO hook.py line 232 2996285] wall : 0.8669 0.9533 +[2025-02-23 21:53:55,894 INFO hook.py line 232 2996285] floor : 0.9657 0.9859 +[2025-02-23 21:53:55,894 INFO hook.py line 232 2996285] cabinet : 0.7035 0.8338 +[2025-02-23 21:53:55,894 INFO hook.py line 232 2996285] bed : 0.8333 0.8789 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] chair : 0.9112 0.9426 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] sofa : 0.8130 0.9435 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] table : 0.7462 0.8543 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] door : 0.6965 0.8172 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] window : 0.6070 0.7196 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] bookshelf : 0.8079 0.9187 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] picture : 0.3600 0.4670 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] counter : 0.6993 0.8066 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] desk : 0.6696 0.8235 +[2025-02-23 21:53:55,895 INFO hook.py line 232 2996285] curtain : 0.7334 0.8111 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] refridgerator : 0.6571 0.7097 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] shower curtain : 0.6739 0.7128 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] toilet : 0.9507 0.9771 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] sink : 0.7280 0.8107 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] bathtub : 0.8953 0.9328 +[2025-02-23 21:53:55,896 INFO hook.py line 232 2996285] otherfurniture : 0.5914 0.6480 +[2025-02-23 21:53:55,896 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:53:55,896 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7455/0.8274/0.9116. +[2025-02-23 21:53:55,897 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:53:55,899 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7455 +[2025-02-23 21:53:55,899 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7455 +[2025-02-23 21:53:55,900 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:54:14,896 INFO hook.py line 109 2996285] Train: [85/100][50/300] Data 0.004 (0.004) Batch 0.259 (0.265) Remain 00:20:56 loss: 0.2437 Lr: 4.03642e-04 +[2025-02-23 21:54:27,708 INFO hook.py line 109 2996285] Train: [85/100][100/300] Data 0.004 (0.004) Batch 0.253 (0.260) Remain 00:20:23 loss: 0.2138 Lr: 3.95404e-04 +[2025-02-23 21:54:40,523 INFO hook.py line 109 2996285] Train: [85/100][150/300] Data 0.005 (0.004) Batch 0.266 (0.259) Remain 00:20:03 loss: 0.3124 Lr: 3.87245e-04 +[2025-02-23 21:54:53,226 INFO hook.py line 109 2996285] Train: [85/100][200/300] Data 0.003 (0.004) Batch 0.256 (0.258) Remain 00:19:45 loss: 0.3220 Lr: 3.79165e-04 +[2025-02-23 21:55:06,098 INFO hook.py line 109 2996285] Train: [85/100][250/300] Data 0.004 (0.004) Batch 0.262 (0.258) Remain 00:19:32 loss: 0.1801 Lr: 3.71165e-04 +[2025-02-23 21:55:17,301 INFO hook.py line 109 2996285] Train: [85/100][300/300] Data 0.001 (0.004) Batch 0.178 (0.252) Remain 00:18:53 loss: 0.2124 Lr: 3.63245e-04 +[2025-02-23 21:55:17,301 INFO misc.py line 135 2996285] Train result: loss: 0.2473 +[2025-02-23 21:55:17,374 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:55:30,357 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0510 +[2025-02-23 21:55:31,020 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1614 +[2025-02-23 21:55:31,075 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1655 +[2025-02-23 21:55:31,577 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4481 +[2025-02-23 21:55:31,623 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1278 +[2025-02-23 21:55:31,836 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.6154 +[2025-02-23 21:55:31,883 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2683 +[2025-02-23 21:55:31,909 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1620 +[2025-02-23 21:55:31,961 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.4983 +[2025-02-23 21:55:32,006 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.2890 +[2025-02-23 21:55:32,051 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3294 +[2025-02-23 21:55:32,080 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0271 +[2025-02-23 21:55:32,125 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.5124 +[2025-02-23 21:55:32,244 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2689 +[2025-02-23 21:55:32,278 INFO hook.py line 289 2996285] Test: [15/78] Loss 1.1745 +[2025-02-23 21:55:32,320 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0639 +[2025-02-23 21:55:32,356 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4483 +[2025-02-23 21:55:32,387 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.8161 +[2025-02-23 21:55:32,426 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8187 +[2025-02-23 21:55:32,457 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2854 +[2025-02-23 21:55:32,498 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1936 +[2025-02-23 21:55:32,538 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2853 +[2025-02-23 21:55:32,567 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7803 +[2025-02-23 21:55:32,607 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7810 +[2025-02-23 21:55:32,646 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.8423 +[2025-02-23 21:55:32,687 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5172 +[2025-02-23 21:55:32,733 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2523 +[2025-02-23 21:55:32,764 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3659 +[2025-02-23 21:55:32,792 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2090 +[2025-02-23 21:55:32,845 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2633 +[2025-02-23 21:55:32,898 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3043 +[2025-02-23 21:55:32,929 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4223 +[2025-02-23 21:55:32,978 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1409 +[2025-02-23 21:55:33,019 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9535 +[2025-02-23 21:55:33,053 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4024 +[2025-02-23 21:55:33,097 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7717 +[2025-02-23 21:55:33,131 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5622 +[2025-02-23 21:55:33,158 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1822 +[2025-02-23 21:55:33,216 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7301 +[2025-02-23 21:55:33,258 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3804 +[2025-02-23 21:55:33,297 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0997 +[2025-02-23 21:55:33,326 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1104 +[2025-02-23 21:55:33,359 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0620 +[2025-02-23 21:55:33,412 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3300 +[2025-02-23 21:55:33,454 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3945 +[2025-02-23 21:55:33,504 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6264 +[2025-02-23 21:55:33,539 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0363 +[2025-02-23 21:55:33,567 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2489 +[2025-02-23 21:55:33,597 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4604 +[2025-02-23 21:55:33,624 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7910 +[2025-02-23 21:55:33,649 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9835 +[2025-02-23 21:55:33,679 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5758 +[2025-02-23 21:55:33,702 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.3164 +[2025-02-23 21:55:33,733 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.6647 +[2025-02-23 21:55:33,767 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0214 +[2025-02-23 21:55:33,804 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.2386 +[2025-02-23 21:55:33,833 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5103 +[2025-02-23 21:55:33,856 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3094 +[2025-02-23 21:55:33,890 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7800 +[2025-02-23 21:55:33,920 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.3698 +[2025-02-23 21:55:33,941 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4778 +[2025-02-23 21:55:33,971 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.7425 +[2025-02-23 21:55:34,003 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.3062 +[2025-02-23 21:55:34,057 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8500 +[2025-02-23 21:55:34,082 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.1384 +[2025-02-23 21:55:34,119 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5571 +[2025-02-23 21:55:34,155 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1981 +[2025-02-23 21:55:34,184 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6641 +[2025-02-23 21:55:34,210 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3354 +[2025-02-23 21:55:34,261 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9199 +[2025-02-23 21:55:34,300 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8307 +[2025-02-23 21:55:34,347 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.5611 +[2025-02-23 21:55:34,391 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1677 +[2025-02-23 21:55:34,430 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.3513 +[2025-02-23 21:55:34,475 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3713 +[2025-02-23 21:55:34,501 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.6916 +[2025-02-23 21:55:34,551 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1052 +[2025-02-23 21:55:34,574 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5199 +[2025-02-23 21:55:35,681 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:55:35,681 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:55:35,681 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:55:35,681 INFO hook.py line 232 2996285] wall : 0.8668 0.9633 +[2025-02-23 21:55:35,681 INFO hook.py line 232 2996285] floor : 0.9638 0.9857 +[2025-02-23 21:55:35,681 INFO hook.py line 232 2996285] cabinet : 0.7053 0.8441 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] bed : 0.8308 0.8694 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] chair : 0.9127 0.9498 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] sofa : 0.8434 0.9307 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] table : 0.7369 0.8417 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] door : 0.6955 0.7875 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] window : 0.6355 0.7583 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] bookshelf : 0.7997 0.8711 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] picture : 0.3529 0.4171 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] counter : 0.6918 0.7794 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] desk : 0.6674 0.8387 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] curtain : 0.7657 0.8372 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] refridgerator : 0.6218 0.6389 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] shower curtain : 0.6800 0.7171 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] toilet : 0.9445 0.9723 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] sink : 0.7215 0.8174 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] bathtub : 0.8927 0.9201 +[2025-02-23 21:55:35,682 INFO hook.py line 232 2996285] otherfurniture : 0.6029 0.6480 +[2025-02-23 21:55:35,682 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:55:35,682 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7466/0.8194/0.9129. +[2025-02-23 21:55:35,682 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:55:35,686 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7466 +[2025-02-23 21:55:35,686 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7466 +[2025-02-23 21:55:35,686 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:55:55,570 INFO hook.py line 109 2996285] Train: [86/100][50/300] Data 0.003 (0.004) Batch 0.242 (0.257) Remain 00:19:05 loss: 0.2244 Lr: 3.55405e-04 +[2025-02-23 21:56:08,126 INFO hook.py line 109 2996285] Train: [86/100][100/300] Data 0.007 (0.003) Batch 0.280 (0.254) Remain 00:18:38 loss: 0.2705 Lr: 3.47645e-04 +[2025-02-23 21:56:21,371 INFO hook.py line 109 2996285] Train: [86/100][150/300] Data 0.003 (0.004) Batch 0.259 (0.258) Remain 00:18:41 loss: 0.2633 Lr: 3.39966e-04 +[2025-02-23 21:56:34,369 INFO hook.py line 109 2996285] Train: [86/100][200/300] Data 0.004 (0.004) Batch 0.244 (0.258) Remain 00:18:30 loss: 0.2735 Lr: 3.32368e-04 +[2025-02-23 21:56:47,477 INFO hook.py line 109 2996285] Train: [86/100][250/300] Data 0.003 (0.004) Batch 0.233 (0.259) Remain 00:18:21 loss: 0.2184 Lr: 3.24851e-04 +[2025-02-23 21:56:58,458 INFO hook.py line 109 2996285] Train: [86/100][300/300] Data 0.002 (0.003) Batch 0.182 (0.252) Remain 00:17:40 loss: 0.3017 Lr: 3.17415e-04 +[2025-02-23 21:56:58,459 INFO misc.py line 135 2996285] Train result: loss: 0.2420 +[2025-02-23 21:56:58,535 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:57:12,062 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0538 +[2025-02-23 21:57:12,111 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1584 +[2025-02-23 21:57:12,153 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.3991 +[2025-02-23 21:57:12,729 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4877 +[2025-02-23 21:57:12,765 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1184 +[2025-02-23 21:57:12,824 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5046 +[2025-02-23 21:57:13,340 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3324 +[2025-02-23 21:57:13,371 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1463 +[2025-02-23 21:57:13,419 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5214 +[2025-02-23 21:57:13,449 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5908 +[2025-02-23 21:57:13,493 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3277 +[2025-02-23 21:57:13,523 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0139 +[2025-02-23 21:57:13,570 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0345 +[2025-02-23 21:57:13,612 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.8119 +[2025-02-23 21:57:13,647 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8651 +[2025-02-23 21:57:13,695 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0479 +[2025-02-23 21:57:13,732 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4475 +[2025-02-23 21:57:13,760 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6821 +[2025-02-23 21:57:13,806 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9212 +[2025-02-23 21:57:13,839 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2769 +[2025-02-23 21:57:13,873 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1985 +[2025-02-23 21:57:13,908 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3722 +[2025-02-23 21:57:13,944 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7310 +[2025-02-23 21:57:13,985 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7870 +[2025-02-23 21:57:14,024 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5828 +[2025-02-23 21:57:14,062 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5448 +[2025-02-23 21:57:14,108 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1900 +[2025-02-23 21:57:14,140 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2825 +[2025-02-23 21:57:14,174 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1838 +[2025-02-23 21:57:14,227 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2688 +[2025-02-23 21:57:14,280 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2902 +[2025-02-23 21:57:14,315 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3080 +[2025-02-23 21:57:14,371 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1915 +[2025-02-23 21:57:14,406 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9378 +[2025-02-23 21:57:14,440 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4338 +[2025-02-23 21:57:14,483 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9563 +[2025-02-23 21:57:14,519 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6337 +[2025-02-23 21:57:14,557 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1979 +[2025-02-23 21:57:14,612 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7962 +[2025-02-23 21:57:14,656 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3560 +[2025-02-23 21:57:14,695 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0878 +[2025-02-23 21:57:14,721 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1172 +[2025-02-23 21:57:14,755 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0762 +[2025-02-23 21:57:14,807 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2996 +[2025-02-23 21:57:14,839 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4543 +[2025-02-23 21:57:14,885 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6479 +[2025-02-23 21:57:14,920 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0785 +[2025-02-23 21:57:14,949 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3183 +[2025-02-23 21:57:14,977 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4252 +[2025-02-23 21:57:15,006 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7334 +[2025-02-23 21:57:15,032 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3654 +[2025-02-23 21:57:15,062 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6245 +[2025-02-23 21:57:15,085 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2366 +[2025-02-23 21:57:15,117 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.6651 +[2025-02-23 21:57:15,150 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0215 +[2025-02-23 21:57:15,186 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1638 +[2025-02-23 21:57:15,215 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5440 +[2025-02-23 21:57:15,238 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3102 +[2025-02-23 21:57:15,272 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7921 +[2025-02-23 21:57:15,301 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2410 +[2025-02-23 21:57:15,323 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4039 +[2025-02-23 21:57:15,353 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.6435 +[2025-02-23 21:57:15,386 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1383 +[2025-02-23 21:57:15,440 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.8950 +[2025-02-23 21:57:15,466 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0810 +[2025-02-23 21:57:15,503 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6170 +[2025-02-23 21:57:15,537 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.2064 +[2025-02-23 21:57:15,566 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8130 +[2025-02-23 21:57:15,591 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3283 +[2025-02-23 21:57:15,642 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.5681 +[2025-02-23 21:57:15,682 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8033 +[2025-02-23 21:57:15,730 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2597 +[2025-02-23 21:57:15,774 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1375 +[2025-02-23 21:57:15,812 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.3542 +[2025-02-23 21:57:15,857 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6026 +[2025-02-23 21:57:15,883 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9352 +[2025-02-23 21:57:15,933 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1346 +[2025-02-23 21:57:15,956 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5061 +[2025-02-23 21:57:17,229 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:57:17,229 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:57:17,229 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] wall : 0.8664 0.9535 +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] floor : 0.9641 0.9858 +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] cabinet : 0.6792 0.8043 +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] bed : 0.8391 0.8720 +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] chair : 0.9138 0.9510 +[2025-02-23 21:57:17,229 INFO hook.py line 232 2996285] sofa : 0.8303 0.9430 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] table : 0.7414 0.8401 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] door : 0.6978 0.8018 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] window : 0.6440 0.7734 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] bookshelf : 0.7893 0.8971 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] picture : 0.3705 0.4610 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] counter : 0.6935 0.8207 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] desk : 0.6585 0.8057 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] curtain : 0.7666 0.8520 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] refridgerator : 0.6482 0.6779 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] shower curtain : 0.6792 0.7214 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] toilet : 0.9529 0.9763 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] sink : 0.7126 0.8106 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] bathtub : 0.8957 0.9243 +[2025-02-23 21:57:17,230 INFO hook.py line 232 2996285] otherfurniture : 0.6171 0.6800 +[2025-02-23 21:57:17,230 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:57:17,230 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7480/0.8276/0.9124. +[2025-02-23 21:57:17,232 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:57:17,241 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7480 +[2025-02-23 21:57:17,242 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7480 +[2025-02-23 21:57:17,242 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:57:36,456 INFO hook.py line 109 2996285] Train: [87/100][50/300] Data 0.004 (0.005) Batch 0.250 (0.265) Remain 00:18:18 loss: 0.1755 Lr: 3.10061e-04 +[2025-02-23 21:57:49,362 INFO hook.py line 109 2996285] Train: [87/100][100/300] Data 0.004 (0.004) Batch 0.269 (0.261) Remain 00:17:51 loss: 0.2254 Lr: 3.02788e-04 +[2025-02-23 21:58:02,186 INFO hook.py line 109 2996285] Train: [87/100][150/300] Data 0.004 (0.004) Batch 0.235 (0.260) Remain 00:17:31 loss: 0.2624 Lr: 2.95597e-04 +[2025-02-23 21:58:14,942 INFO hook.py line 109 2996285] Train: [87/100][200/300] Data 0.003 (0.004) Batch 0.244 (0.259) Remain 00:17:14 loss: 0.1376 Lr: 2.88488e-04 +[2025-02-23 21:58:27,687 INFO hook.py line 109 2996285] Train: [87/100][250/300] Data 0.006 (0.004) Batch 0.249 (0.258) Remain 00:16:58 loss: 0.2954 Lr: 2.81462e-04 +[2025-02-23 21:58:38,648 INFO hook.py line 109 2996285] Train: [87/100][300/300] Data 0.001 (0.004) Batch 0.196 (0.251) Remain 00:16:20 loss: 0.3032 Lr: 2.74519e-04 +[2025-02-23 21:58:38,649 INFO misc.py line 135 2996285] Train result: loss: 0.2426 +[2025-02-23 21:58:38,716 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 21:58:52,362 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0557 +[2025-02-23 21:58:52,586 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2268 +[2025-02-23 21:58:52,623 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1459 +[2025-02-23 21:58:52,667 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4913 +[2025-02-23 21:58:52,703 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1156 +[2025-02-23 21:58:52,869 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4529 +[2025-02-23 21:58:52,917 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2195 +[2025-02-23 21:58:52,948 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1522 +[2025-02-23 21:58:52,995 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5616 +[2025-02-23 21:58:53,027 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3412 +[2025-02-23 21:58:53,074 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3394 +[2025-02-23 21:58:53,104 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9003 +[2025-02-23 21:58:53,621 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9605 +[2025-02-23 21:58:53,660 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4672 +[2025-02-23 21:58:53,695 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.7744 +[2025-02-23 21:58:53,737 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0596 +[2025-02-23 21:58:53,772 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4585 +[2025-02-23 21:58:53,800 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6290 +[2025-02-23 21:58:53,840 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7189 +[2025-02-23 21:58:53,871 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3371 +[2025-02-23 21:58:53,908 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1898 +[2025-02-23 21:58:53,944 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.1388 +[2025-02-23 21:58:53,980 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7948 +[2025-02-23 21:58:54,020 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7614 +[2025-02-23 21:58:54,062 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7603 +[2025-02-23 21:58:54,102 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3283 +[2025-02-23 21:58:54,148 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.2654 +[2025-02-23 21:58:54,184 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2460 +[2025-02-23 21:58:54,217 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1842 +[2025-02-23 21:58:54,270 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2449 +[2025-02-23 21:58:54,323 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3459 +[2025-02-23 21:58:54,363 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3246 +[2025-02-23 21:58:54,411 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1547 +[2025-02-23 21:58:54,446 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7627 +[2025-02-23 21:58:54,480 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.5491 +[2025-02-23 21:58:54,518 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.8526 +[2025-02-23 21:58:54,553 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6022 +[2025-02-23 21:58:54,590 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1875 +[2025-02-23 21:58:54,646 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5503 +[2025-02-23 21:58:54,691 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3877 +[2025-02-23 21:58:54,734 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0860 +[2025-02-23 21:58:54,772 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1079 +[2025-02-23 21:58:54,817 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0798 +[2025-02-23 21:58:54,874 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3129 +[2025-02-23 21:58:54,903 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2259 +[2025-02-23 21:58:54,947 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6389 +[2025-02-23 21:58:54,982 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0798 +[2025-02-23 21:58:55,012 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2984 +[2025-02-23 21:58:55,041 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4900 +[2025-02-23 21:58:55,068 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6483 +[2025-02-23 21:58:55,093 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.4536 +[2025-02-23 21:58:55,122 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6073 +[2025-02-23 21:58:55,144 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2848 +[2025-02-23 21:58:55,176 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4881 +[2025-02-23 21:58:55,210 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0221 +[2025-02-23 21:58:55,247 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1560 +[2025-02-23 21:58:55,277 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5478 +[2025-02-23 21:58:55,301 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2926 +[2025-02-23 21:58:55,336 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8060 +[2025-02-23 21:58:55,369 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2391 +[2025-02-23 21:58:55,391 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4375 +[2025-02-23 21:58:55,420 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.3889 +[2025-02-23 21:58:55,452 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1969 +[2025-02-23 21:58:55,506 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9142 +[2025-02-23 21:58:55,533 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0550 +[2025-02-23 21:58:55,569 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5312 +[2025-02-23 21:58:55,604 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1441 +[2025-02-23 21:58:55,635 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8265 +[2025-02-23 21:58:55,661 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3346 +[2025-02-23 21:58:55,711 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8987 +[2025-02-23 21:58:55,751 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.7824 +[2025-02-23 21:58:55,799 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3846 +[2025-02-23 21:58:55,844 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1515 +[2025-02-23 21:58:55,882 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1702 +[2025-02-23 21:58:55,928 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.6562 +[2025-02-23 21:58:55,953 INFO hook.py line 289 2996285] Test: [76/78] Loss 1.0508 +[2025-02-23 21:58:56,004 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1482 +[2025-02-23 21:58:56,027 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5826 +[2025-02-23 21:58:57,185 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 21:58:57,185 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 21:58:57,185 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] wall : 0.8659 0.9580 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] floor : 0.9648 0.9860 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] cabinet : 0.7076 0.8307 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] bed : 0.8171 0.8741 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] chair : 0.9092 0.9478 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] sofa : 0.8280 0.9348 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] table : 0.7399 0.8230 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] door : 0.7109 0.8098 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] window : 0.6223 0.7371 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] bookshelf : 0.8091 0.9075 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] picture : 0.3653 0.4577 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] counter : 0.7141 0.7999 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] desk : 0.6761 0.8478 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] curtain : 0.7811 0.8407 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] refridgerator : 0.6369 0.6679 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] shower curtain : 0.7377 0.7839 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] toilet : 0.9580 0.9794 +[2025-02-23 21:58:57,185 INFO hook.py line 232 2996285] sink : 0.7074 0.8051 +[2025-02-23 21:58:57,186 INFO hook.py line 232 2996285] bathtub : 0.8877 0.9270 +[2025-02-23 21:58:57,186 INFO hook.py line 232 2996285] otherfurniture : 0.6127 0.6703 +[2025-02-23 21:58:57,186 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 21:58:57,186 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7526/0.8294/0.9134. +[2025-02-23 21:58:57,186 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 21:58:57,192 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7526 +[2025-02-23 21:58:57,192 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7526 +[2025-02-23 21:58:57,192 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 21:59:16,566 INFO hook.py line 109 2996285] Train: [88/100][50/300] Data 0.004 (0.004) Batch 0.250 (0.256) Remain 00:16:26 loss: 0.2466 Lr: 2.67794e-04 +[2025-02-23 21:59:29,234 INFO hook.py line 109 2996285] Train: [88/100][100/300] Data 0.003 (0.004) Batch 0.246 (0.255) Remain 00:16:07 loss: 0.2607 Lr: 2.61015e-04 +[2025-02-23 21:59:42,039 INFO hook.py line 109 2996285] Train: [88/100][150/300] Data 0.005 (0.004) Batch 0.264 (0.255) Remain 00:15:56 loss: 0.1780 Lr: 2.54318e-04 +[2025-02-23 21:59:55,187 INFO hook.py line 109 2996285] Train: [88/100][200/300] Data 0.003 (0.004) Batch 0.250 (0.257) Remain 00:15:51 loss: 0.2574 Lr: 2.47706e-04 +[2025-02-23 22:00:08,064 INFO hook.py line 109 2996285] Train: [88/100][250/300] Data 0.003 (0.004) Batch 0.231 (0.257) Remain 00:15:38 loss: 0.2751 Lr: 2.41176e-04 +[2025-02-23 22:00:19,174 INFO hook.py line 109 2996285] Train: [88/100][300/300] Data 0.001 (0.003) Batch 0.200 (0.251) Remain 00:15:04 loss: 0.1561 Lr: 2.34731e-04 +[2025-02-23 22:00:19,175 INFO misc.py line 135 2996285] Train result: loss: 0.2389 +[2025-02-23 22:00:19,248 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:00:32,307 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0545 +[2025-02-23 22:00:32,587 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2792 +[2025-02-23 22:00:32,637 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1661 +[2025-02-23 22:00:33,325 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5127 +[2025-02-23 22:00:33,857 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1141 +[2025-02-23 22:00:33,915 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4555 +[2025-02-23 22:00:33,960 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2759 +[2025-02-23 22:00:33,990 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1578 +[2025-02-23 22:00:34,030 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.4582 +[2025-02-23 22:00:34,066 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3254 +[2025-02-23 22:00:34,108 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3500 +[2025-02-23 22:00:34,140 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9359 +[2025-02-23 22:00:34,185 INFO hook.py line 289 2996285] Test: [13/78] Loss 1.0095 +[2025-02-23 22:00:34,223 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3609 +[2025-02-23 22:00:34,260 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9117 +[2025-02-23 22:00:34,302 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0522 +[2025-02-23 22:00:34,337 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3926 +[2025-02-23 22:00:34,378 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7406 +[2025-02-23 22:00:34,419 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7601 +[2025-02-23 22:00:34,450 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2166 +[2025-02-23 22:00:34,488 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1913 +[2025-02-23 22:00:34,524 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3762 +[2025-02-23 22:00:34,552 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.6695 +[2025-02-23 22:00:34,592 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7944 +[2025-02-23 22:00:34,632 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.5448 +[2025-02-23 22:00:34,671 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5052 +[2025-02-23 22:00:34,718 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.1864 +[2025-02-23 22:00:34,749 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2654 +[2025-02-23 22:00:34,781 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1882 +[2025-02-23 22:00:34,831 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2286 +[2025-02-23 22:00:34,884 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3293 +[2025-02-23 22:00:34,920 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4339 +[2025-02-23 22:00:34,974 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1656 +[2025-02-23 22:00:35,012 INFO hook.py line 289 2996285] Test: [34/78] Loss 1.0563 +[2025-02-23 22:00:35,047 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3058 +[2025-02-23 22:00:35,083 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7447 +[2025-02-23 22:00:35,123 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6012 +[2025-02-23 22:00:35,149 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1858 +[2025-02-23 22:00:35,205 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7611 +[2025-02-23 22:00:35,248 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3960 +[2025-02-23 22:00:35,288 INFO hook.py line 289 2996285] Test: [41/78] Loss 0.9965 +[2025-02-23 22:00:35,320 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.0783 +[2025-02-23 22:00:35,353 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0723 +[2025-02-23 22:00:35,403 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2742 +[2025-02-23 22:00:35,436 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3572 +[2025-02-23 22:00:35,477 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6373 +[2025-02-23 22:00:35,512 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9060 +[2025-02-23 22:00:35,542 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3286 +[2025-02-23 22:00:35,570 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4945 +[2025-02-23 22:00:35,597 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7045 +[2025-02-23 22:00:35,622 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9331 +[2025-02-23 22:00:35,651 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5549 +[2025-02-23 22:00:35,672 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.1973 +[2025-02-23 22:00:35,703 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4574 +[2025-02-23 22:00:35,737 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0204 +[2025-02-23 22:00:35,774 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1419 +[2025-02-23 22:00:35,804 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5592 +[2025-02-23 22:00:35,827 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.3226 +[2025-02-23 22:00:35,863 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8416 +[2025-02-23 22:00:35,892 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2496 +[2025-02-23 22:00:35,913 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4109 +[2025-02-23 22:00:35,942 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4691 +[2025-02-23 22:00:35,974 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1804 +[2025-02-23 22:00:36,027 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9557 +[2025-02-23 22:00:36,051 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.8661 +[2025-02-23 22:00:36,089 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5757 +[2025-02-23 22:00:36,124 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1914 +[2025-02-23 22:00:36,154 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6953 +[2025-02-23 22:00:36,181 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3330 +[2025-02-23 22:00:36,231 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9113 +[2025-02-23 22:00:36,271 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8850 +[2025-02-23 22:00:36,320 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1831 +[2025-02-23 22:00:36,365 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1196 +[2025-02-23 22:00:36,403 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.2508 +[2025-02-23 22:00:36,448 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.2745 +[2025-02-23 22:00:36,474 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9182 +[2025-02-23 22:00:36,524 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1187 +[2025-02-23 22:00:36,548 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5137 +[2025-02-23 22:00:38,156 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:00:38,157 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:00:38,158 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:00:38,158 INFO hook.py line 232 2996285] wall : 0.8690 0.9554 +[2025-02-23 22:00:38,158 INFO hook.py line 232 2996285] floor : 0.9647 0.9856 +[2025-02-23 22:00:38,158 INFO hook.py line 232 2996285] cabinet : 0.7074 0.8297 +[2025-02-23 22:00:38,158 INFO hook.py line 232 2996285] bed : 0.8206 0.8700 +[2025-02-23 22:00:38,158 INFO hook.py line 232 2996285] chair : 0.9100 0.9519 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] sofa : 0.8316 0.9252 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] table : 0.7496 0.8702 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] door : 0.7043 0.7998 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] window : 0.6524 0.7815 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] bookshelf : 0.8104 0.9066 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] picture : 0.3676 0.4749 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] counter : 0.7085 0.8132 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] desk : 0.6710 0.8027 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] curtain : 0.7667 0.8531 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] refridgerator : 0.6532 0.6767 +[2025-02-23 22:00:38,159 INFO hook.py line 232 2996285] shower curtain : 0.7016 0.7448 +[2025-02-23 22:00:38,160 INFO hook.py line 232 2996285] toilet : 0.9563 0.9813 +[2025-02-23 22:00:38,160 INFO hook.py line 232 2996285] sink : 0.7214 0.8040 +[2025-02-23 22:00:38,160 INFO hook.py line 232 2996285] bathtub : 0.8948 0.9259 +[2025-02-23 22:00:38,160 INFO hook.py line 232 2996285] otherfurniture : 0.6052 0.6564 +[2025-02-23 22:00:38,160 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:00:38,160 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7533/0.8304/0.9143. +[2025-02-23 22:00:38,160 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:00:38,171 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7533 +[2025-02-23 22:00:38,172 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7533 +[2025-02-23 22:00:38,172 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:00:56,869 INFO hook.py line 109 2996285] Train: [89/100][50/300] Data 0.003 (0.004) Batch 0.248 (0.258) Remain 00:15:16 loss: 0.1435 Lr: 2.28369e-04 +[2025-02-23 22:01:09,552 INFO hook.py line 109 2996285] Train: [89/100][100/300] Data 0.004 (0.004) Batch 0.251 (0.256) Remain 00:14:55 loss: 0.2891 Lr: 2.22092e-04 +[2025-02-23 22:01:22,482 INFO hook.py line 109 2996285] Train: [89/100][150/300] Data 0.004 (0.004) Batch 0.270 (0.257) Remain 00:14:45 loss: 0.2410 Lr: 2.15899e-04 +[2025-02-23 22:01:35,396 INFO hook.py line 109 2996285] Train: [89/100][200/300] Data 0.005 (0.004) Batch 0.232 (0.257) Remain 00:14:34 loss: 0.2271 Lr: 2.09791e-04 +[2025-02-23 22:01:48,217 INFO hook.py line 109 2996285] Train: [89/100][250/300] Data 0.003 (0.004) Batch 0.259 (0.257) Remain 00:14:20 loss: 0.2469 Lr: 2.03768e-04 +[2025-02-23 22:01:59,285 INFO hook.py line 109 2996285] Train: [89/100][300/300] Data 0.001 (0.004) Batch 0.203 (0.251) Remain 00:13:48 loss: 0.2884 Lr: 1.97829e-04 +[2025-02-23 22:01:59,286 INFO misc.py line 135 2996285] Train result: loss: 0.2394 +[2025-02-23 22:01:59,359 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:02:13,701 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0518 +[2025-02-23 22:02:13,743 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1744 +[2025-02-23 22:02:13,783 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1535 +[2025-02-23 22:02:13,827 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4770 +[2025-02-23 22:02:13,861 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1143 +[2025-02-23 22:02:13,911 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3652 +[2025-02-23 22:02:13,956 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2326 +[2025-02-23 22:02:13,983 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1576 +[2025-02-23 22:02:14,024 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5849 +[2025-02-23 22:02:14,056 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3916 +[2025-02-23 22:02:14,098 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2590 +[2025-02-23 22:02:14,131 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9567 +[2025-02-23 22:02:14,186 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9522 +[2025-02-23 22:02:14,219 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3014 +[2025-02-23 22:02:14,253 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8714 +[2025-02-23 22:02:14,295 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.1688 +[2025-02-23 22:02:14,330 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4238 +[2025-02-23 22:02:14,360 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6357 +[2025-02-23 22:02:14,399 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7764 +[2025-02-23 22:02:14,430 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3483 +[2025-02-23 22:02:14,461 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2115 +[2025-02-23 22:02:14,501 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3059 +[2025-02-23 22:02:14,530 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.7973 +[2025-02-23 22:02:14,569 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8047 +[2025-02-23 22:02:14,608 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6282 +[2025-02-23 22:02:14,648 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.3877 +[2025-02-23 22:02:14,694 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.5317 +[2025-02-23 22:02:14,732 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.3125 +[2025-02-23 22:02:14,762 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1819 +[2025-02-23 22:02:14,816 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2486 +[2025-02-23 22:02:14,869 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2984 +[2025-02-23 22:02:14,901 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3848 +[2025-02-23 22:02:14,954 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1137 +[2025-02-23 22:02:14,990 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7968 +[2025-02-23 22:02:15,024 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3295 +[2025-02-23 22:02:15,063 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.9216 +[2025-02-23 22:02:15,098 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.5539 +[2025-02-23 22:02:15,135 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2615 +[2025-02-23 22:02:15,191 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4452 +[2025-02-23 22:02:15,234 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3919 +[2025-02-23 22:02:15,276 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0365 +[2025-02-23 22:02:15,302 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1312 +[2025-02-23 22:02:15,333 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0658 +[2025-02-23 22:02:15,386 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3052 +[2025-02-23 22:02:15,422 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.2152 +[2025-02-23 22:02:15,468 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6447 +[2025-02-23 22:02:15,503 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.8830 +[2025-02-23 22:02:15,535 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2819 +[2025-02-23 22:02:15,563 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4173 +[2025-02-23 22:02:15,591 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8474 +[2025-02-23 22:02:15,617 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.1270 +[2025-02-23 22:02:15,646 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5661 +[2025-02-23 22:02:15,668 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2401 +[2025-02-23 22:02:15,699 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4616 +[2025-02-23 22:02:15,733 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0209 +[2025-02-23 22:02:15,771 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1936 +[2025-02-23 22:02:15,802 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5566 +[2025-02-23 22:02:15,826 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2919 +[2025-02-23 22:02:15,861 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8145 +[2025-02-23 22:02:15,890 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2683 +[2025-02-23 22:02:15,912 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4674 +[2025-02-23 22:02:15,941 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4065 +[2025-02-23 22:02:15,973 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2913 +[2025-02-23 22:02:16,027 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9089 +[2025-02-23 22:02:16,052 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0302 +[2025-02-23 22:02:16,090 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6163 +[2025-02-23 22:02:16,125 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1757 +[2025-02-23 22:02:16,155 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.8620 +[2025-02-23 22:02:16,182 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3370 +[2025-02-23 22:02:16,233 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9483 +[2025-02-23 22:02:16,272 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8551 +[2025-02-23 22:02:16,319 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2006 +[2025-02-23 22:02:16,364 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1456 +[2025-02-23 22:02:16,402 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1602 +[2025-02-23 22:02:16,448 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3890 +[2025-02-23 22:02:16,474 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8865 +[2025-02-23 22:02:16,526 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1222 +[2025-02-23 22:02:16,549 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4943 +[2025-02-23 22:02:17,663 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:02:17,663 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:02:17,663 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] wall : 0.8683 0.9543 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] floor : 0.9644 0.9867 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] cabinet : 0.6932 0.8069 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] bed : 0.8232 0.8747 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] chair : 0.9076 0.9414 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] sofa : 0.8149 0.9358 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] table : 0.7567 0.8588 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] door : 0.7145 0.8340 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] window : 0.6470 0.7712 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] bookshelf : 0.8074 0.8873 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] picture : 0.3736 0.4512 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] counter : 0.6989 0.8125 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] desk : 0.6865 0.8174 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] curtain : 0.7916 0.8690 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] refridgerator : 0.6206 0.6442 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] shower curtain : 0.7214 0.7684 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] toilet : 0.9484 0.9839 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] sink : 0.7274 0.8182 +[2025-02-23 22:02:17,663 INFO hook.py line 232 2996285] bathtub : 0.8836 0.9251 +[2025-02-23 22:02:17,664 INFO hook.py line 232 2996285] otherfurniture : 0.5999 0.6703 +[2025-02-23 22:02:17,664 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:02:17,664 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7524/0.8306/0.9139. +[2025-02-23 22:02:17,664 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:02:17,668 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7533 +[2025-02-23 22:02:17,668 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:02:37,053 INFO hook.py line 109 2996285] Train: [90/100][50/300] Data 0.004 (0.004) Batch 0.258 (0.264) Remain 00:14:19 loss: 0.1644 Lr: 1.91976e-04 +[2025-02-23 22:02:49,955 INFO hook.py line 109 2996285] Train: [90/100][100/300] Data 0.003 (0.004) Batch 0.275 (0.261) Remain 00:13:55 loss: 0.1416 Lr: 1.86208e-04 +[2025-02-23 22:03:02,832 INFO hook.py line 109 2996285] Train: [90/100][150/300] Data 0.003 (0.004) Batch 0.232 (0.260) Remain 00:13:38 loss: 0.4165 Lr: 1.80525e-04 +[2025-02-23 22:03:15,711 INFO hook.py line 109 2996285] Train: [90/100][200/300] Data 0.003 (0.004) Batch 0.255 (0.259) Remain 00:13:23 loss: 0.3396 Lr: 1.74928e-04 +[2025-02-23 22:03:28,493 INFO hook.py line 109 2996285] Train: [90/100][250/300] Data 0.002 (0.004) Batch 0.252 (0.259) Remain 00:13:08 loss: 0.2779 Lr: 1.69417e-04 +[2025-02-23 22:03:39,464 INFO hook.py line 109 2996285] Train: [90/100][300/300] Data 0.001 (0.004) Batch 0.212 (0.252) Remain 00:12:35 loss: 0.3043 Lr: 1.63992e-04 +[2025-02-23 22:03:39,464 INFO misc.py line 135 2996285] Train result: loss: 0.2327 +[2025-02-23 22:03:39,543 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:03:53,195 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0526 +[2025-02-23 22:03:53,237 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1616 +[2025-02-23 22:03:53,287 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1471 +[2025-02-23 22:03:53,333 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4834 +[2025-02-23 22:03:53,370 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1279 +[2025-02-23 22:03:53,651 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4753 +[2025-02-23 22:03:53,697 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2985 +[2025-02-23 22:03:53,732 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1505 +[2025-02-23 22:03:53,779 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5923 +[2025-02-23 22:03:53,810 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3953 +[2025-02-23 22:03:53,861 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.1883 +[2025-02-23 22:03:53,898 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0494 +[2025-02-23 22:03:53,944 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9216 +[2025-02-23 22:03:53,981 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2850 +[2025-02-23 22:03:54,015 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8889 +[2025-02-23 22:03:54,084 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0971 +[2025-02-23 22:03:54,119 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4587 +[2025-02-23 22:03:54,151 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6011 +[2025-02-23 22:03:54,191 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.9212 +[2025-02-23 22:03:54,224 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2615 +[2025-02-23 22:03:54,267 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1997 +[2025-02-23 22:03:54,312 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3169 +[2025-02-23 22:03:54,338 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8727 +[2025-02-23 22:03:54,378 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8316 +[2025-02-23 22:03:54,416 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7730 +[2025-02-23 22:03:54,453 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4848 +[2025-02-23 22:03:54,500 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4499 +[2025-02-23 22:03:54,531 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2967 +[2025-02-23 22:03:54,556 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2227 +[2025-02-23 22:03:54,609 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2531 +[2025-02-23 22:03:54,662 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3165 +[2025-02-23 22:03:54,694 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4023 +[2025-02-23 22:03:54,744 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1278 +[2025-02-23 22:03:54,779 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8732 +[2025-02-23 22:03:54,813 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4417 +[2025-02-23 22:03:54,852 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7953 +[2025-02-23 22:03:54,885 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6289 +[2025-02-23 22:03:54,914 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1850 +[2025-02-23 22:03:54,971 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.4866 +[2025-02-23 22:03:55,015 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3671 +[2025-02-23 22:03:55,054 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1418 +[2025-02-23 22:03:55,080 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1190 +[2025-02-23 22:03:55,111 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0680 +[2025-02-23 22:03:55,171 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3097 +[2025-02-23 22:03:55,198 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3119 +[2025-02-23 22:03:55,243 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6427 +[2025-02-23 22:03:55,279 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9723 +[2025-02-23 22:03:55,309 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2954 +[2025-02-23 22:03:55,338 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4663 +[2025-02-23 22:03:55,366 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.8176 +[2025-02-23 22:03:55,392 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9345 +[2025-02-23 22:03:55,421 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5373 +[2025-02-23 22:03:55,443 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2410 +[2025-02-23 22:03:55,473 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3657 +[2025-02-23 22:03:55,507 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0196 +[2025-02-23 22:03:55,543 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1822 +[2025-02-23 22:03:55,573 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6388 +[2025-02-23 22:03:55,597 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2740 +[2025-02-23 22:03:55,632 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8434 +[2025-02-23 22:03:55,662 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2544 +[2025-02-23 22:03:55,684 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4035 +[2025-02-23 22:03:55,715 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4495 +[2025-02-23 22:03:55,748 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.2176 +[2025-02-23 22:03:55,802 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9565 +[2025-02-23 22:03:55,826 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0475 +[2025-02-23 22:03:55,862 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6072 +[2025-02-23 22:03:55,896 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1464 +[2025-02-23 22:03:55,926 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7834 +[2025-02-23 22:03:55,953 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3425 +[2025-02-23 22:03:56,004 INFO hook.py line 289 2996285] Test: [70/78] Loss 1.0114 +[2025-02-23 22:03:56,044 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8616 +[2025-02-23 22:03:56,092 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3301 +[2025-02-23 22:03:56,136 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1474 +[2025-02-23 22:03:56,173 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0905 +[2025-02-23 22:03:56,218 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4897 +[2025-02-23 22:03:56,245 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8347 +[2025-02-23 22:03:56,296 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1179 +[2025-02-23 22:03:56,319 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5036 +[2025-02-23 22:03:57,555 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:03:57,555 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:03:57,555 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] wall : 0.8680 0.9550 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] floor : 0.9649 0.9858 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] cabinet : 0.6980 0.8312 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] bed : 0.8257 0.8746 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] chair : 0.9073 0.9445 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] sofa : 0.8223 0.9393 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] table : 0.7557 0.8576 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] door : 0.7024 0.8208 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] window : 0.6417 0.7539 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] bookshelf : 0.8007 0.8898 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] picture : 0.3639 0.4556 +[2025-02-23 22:03:57,555 INFO hook.py line 232 2996285] counter : 0.6991 0.7897 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] desk : 0.6859 0.8277 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] curtain : 0.7794 0.8480 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] refridgerator : 0.6377 0.6610 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] shower curtain : 0.7200 0.7613 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] toilet : 0.9520 0.9788 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] sink : 0.7226 0.8366 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] bathtub : 0.8840 0.9220 +[2025-02-23 22:03:57,556 INFO hook.py line 232 2996285] otherfurniture : 0.6102 0.6677 +[2025-02-23 22:03:57,556 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:03:57,556 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7521/0.8301/0.9138. +[2025-02-23 22:03:57,556 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:03:57,565 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7533 +[2025-02-23 22:03:57,565 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:04:16,846 INFO hook.py line 109 2996285] Train: [91/100][50/300] Data 0.003 (0.004) Batch 0.283 (0.266) Remain 00:13:05 loss: 0.2734 Lr: 1.58653e-04 +[2025-02-23 22:04:29,547 INFO hook.py line 109 2996285] Train: [91/100][100/300] Data 0.004 (0.004) Batch 0.241 (0.260) Remain 00:12:33 loss: 0.1567 Lr: 1.53400e-04 +[2025-02-23 22:04:42,176 INFO hook.py line 109 2996285] Train: [91/100][150/300] Data 0.003 (0.004) Batch 0.249 (0.257) Remain 00:12:13 loss: 0.2221 Lr: 1.48234e-04 +[2025-02-23 22:04:54,721 INFO hook.py line 109 2996285] Train: [91/100][200/300] Data 0.006 (0.004) Batch 0.258 (0.256) Remain 00:11:56 loss: 0.2665 Lr: 1.43155e-04 +[2025-02-23 22:05:07,731 INFO hook.py line 109 2996285] Train: [91/100][250/300] Data 0.005 (0.004) Batch 0.258 (0.257) Remain 00:11:45 loss: 0.3036 Lr: 1.38162e-04 +[2025-02-23 22:05:18,956 INFO hook.py line 109 2996285] Train: [91/100][300/300] Data 0.001 (0.003) Batch 0.208 (0.251) Remain 00:11:18 loss: 0.2108 Lr: 1.33256e-04 +[2025-02-23 22:05:18,956 INFO misc.py line 135 2996285] Train result: loss: 0.2332 +[2025-02-23 22:05:19,054 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:05:32,497 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0519 +[2025-02-23 22:05:32,696 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.2356 +[2025-02-23 22:05:32,828 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1477 +[2025-02-23 22:05:32,879 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4862 +[2025-02-23 22:05:33,055 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1078 +[2025-02-23 22:05:33,400 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4255 +[2025-02-23 22:05:33,446 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2798 +[2025-02-23 22:05:33,486 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1514 +[2025-02-23 22:05:33,529 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5585 +[2025-02-23 22:05:33,564 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3217 +[2025-02-23 22:05:33,606 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3116 +[2025-02-23 22:05:33,641 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9906 +[2025-02-23 22:05:34,534 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8593 +[2025-02-23 22:05:34,571 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.2219 +[2025-02-23 22:05:34,606 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.8863 +[2025-02-23 22:05:34,647 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0545 +[2025-02-23 22:05:34,683 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4436 +[2025-02-23 22:05:34,712 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.5934 +[2025-02-23 22:05:34,753 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.8473 +[2025-02-23 22:05:34,784 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.2808 +[2025-02-23 22:05:34,823 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2130 +[2025-02-23 22:05:34,860 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3114 +[2025-02-23 22:05:34,893 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8455 +[2025-02-23 22:05:34,933 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7702 +[2025-02-23 22:05:34,972 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6021 +[2025-02-23 22:05:35,009 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.4702 +[2025-02-23 22:05:35,055 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3109 +[2025-02-23 22:05:35,091 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2704 +[2025-02-23 22:05:35,117 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2179 +[2025-02-23 22:05:35,170 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2307 +[2025-02-23 22:05:35,229 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3055 +[2025-02-23 22:05:35,262 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3494 +[2025-02-23 22:05:35,311 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1289 +[2025-02-23 22:05:35,346 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9075 +[2025-02-23 22:05:35,388 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3917 +[2025-02-23 22:05:35,433 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6548 +[2025-02-23 22:05:35,467 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6326 +[2025-02-23 22:05:35,493 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2093 +[2025-02-23 22:05:35,549 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.5243 +[2025-02-23 22:05:35,592 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3248 +[2025-02-23 22:05:35,631 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0567 +[2025-02-23 22:05:35,657 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1334 +[2025-02-23 22:05:35,700 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0652 +[2025-02-23 22:05:35,756 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3481 +[2025-02-23 22:05:35,788 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3573 +[2025-02-23 22:05:35,831 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6446 +[2025-02-23 22:05:35,866 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1239 +[2025-02-23 22:05:35,897 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3090 +[2025-02-23 22:05:35,930 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4379 +[2025-02-23 22:05:35,962 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6855 +[2025-02-23 22:05:35,988 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.0529 +[2025-02-23 22:05:36,018 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6576 +[2025-02-23 22:05:36,039 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2250 +[2025-02-23 22:05:36,070 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3217 +[2025-02-23 22:05:36,103 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0211 +[2025-02-23 22:05:36,140 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1670 +[2025-02-23 22:05:36,169 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5579 +[2025-02-23 22:05:36,192 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2852 +[2025-02-23 22:05:36,227 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.7887 +[2025-02-23 22:05:36,257 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2465 +[2025-02-23 22:05:36,279 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4327 +[2025-02-23 22:05:36,309 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4170 +[2025-02-23 22:05:36,341 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.1054 +[2025-02-23 22:05:36,394 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9579 +[2025-02-23 22:05:36,418 INFO hook.py line 289 2996285] Test: [65/78] Loss 0.9970 +[2025-02-23 22:05:36,455 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.5337 +[2025-02-23 22:05:36,489 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1349 +[2025-02-23 22:05:36,519 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6287 +[2025-02-23 22:05:36,546 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3248 +[2025-02-23 22:05:36,597 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7648 +[2025-02-23 22:05:36,637 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9316 +[2025-02-23 22:05:36,684 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.3374 +[2025-02-23 22:05:36,728 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1225 +[2025-02-23 22:05:36,765 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0415 +[2025-02-23 22:05:36,810 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4557 +[2025-02-23 22:05:36,837 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7702 +[2025-02-23 22:05:36,888 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1173 +[2025-02-23 22:05:36,911 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4984 +[2025-02-23 22:05:38,023 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:05:38,024 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:05:38,024 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] wall : 0.8698 0.9557 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] floor : 0.9649 0.9858 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] cabinet : 0.7153 0.8336 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] bed : 0.8300 0.8793 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] chair : 0.9085 0.9495 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] sofa : 0.8272 0.9403 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] table : 0.7596 0.8504 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] door : 0.7052 0.8061 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] window : 0.6522 0.7732 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] bookshelf : 0.8107 0.9032 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] picture : 0.3726 0.4803 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] counter : 0.7229 0.8270 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] desk : 0.6845 0.8409 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] curtain : 0.7796 0.8528 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] refridgerator : 0.6682 0.6980 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] shower curtain : 0.7031 0.7470 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] toilet : 0.9461 0.9810 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] sink : 0.7136 0.8050 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] bathtub : 0.8833 0.9199 +[2025-02-23 22:05:38,024 INFO hook.py line 232 2996285] otherfurniture : 0.6086 0.6663 +[2025-02-23 22:05:38,024 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:05:38,024 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7563/0.8348/0.9155. +[2025-02-23 22:05:38,024 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:05:38,031 INFO misc.py line 159 2996285] Best validation mIoU updated to: 0.7563 +[2025-02-23 22:05:38,031 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:05:38,031 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:05:57,341 INFO hook.py line 109 2996285] Train: [92/100][50/300] Data 0.003 (0.004) Batch 0.260 (0.265) Remain 00:11:42 loss: 0.2097 Lr: 1.28438e-04 +[2025-02-23 22:06:10,149 INFO hook.py line 109 2996285] Train: [92/100][100/300] Data 0.005 (0.004) Batch 0.237 (0.261) Remain 00:11:17 loss: 0.3186 Lr: 1.23706e-04 +[2025-02-23 22:06:23,175 INFO hook.py line 109 2996285] Train: [92/100][150/300] Data 0.004 (0.004) Batch 0.265 (0.261) Remain 00:11:04 loss: 0.2143 Lr: 1.19062e-04 +[2025-02-23 22:06:36,213 INFO hook.py line 109 2996285] Train: [92/100][200/300] Data 0.004 (0.004) Batch 0.268 (0.261) Remain 00:10:51 loss: 0.1849 Lr: 1.14506e-04 +[2025-02-23 22:06:49,068 INFO hook.py line 109 2996285] Train: [92/100][250/300] Data 0.004 (0.004) Batch 0.253 (0.260) Remain 00:10:36 loss: 0.2457 Lr: 1.10037e-04 +[2025-02-23 22:07:00,149 INFO hook.py line 109 2996285] Train: [92/100][300/300] Data 0.001 (0.003) Batch 0.197 (0.253) Remain 00:10:08 loss: 0.1798 Lr: 1.05656e-04 +[2025-02-23 22:07:00,150 INFO misc.py line 135 2996285] Train result: loss: 0.2319 +[2025-02-23 22:07:00,221 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:07:14,160 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0550 +[2025-02-23 22:07:14,203 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1795 +[2025-02-23 22:07:14,243 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1782 +[2025-02-23 22:07:14,291 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4740 +[2025-02-23 22:07:14,326 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1164 +[2025-02-23 22:07:14,380 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3799 +[2025-02-23 22:07:14,431 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.3288 +[2025-02-23 22:07:14,485 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1507 +[2025-02-23 22:07:14,530 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5646 +[2025-02-23 22:07:14,570 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5348 +[2025-02-23 22:07:14,651 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2453 +[2025-02-23 22:07:14,688 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0190 +[2025-02-23 22:07:14,740 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.9047 +[2025-02-23 22:07:14,775 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.3456 +[2025-02-23 22:07:14,810 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9565 +[2025-02-23 22:07:14,851 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0518 +[2025-02-23 22:07:14,886 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4346 +[2025-02-23 22:07:14,918 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6574 +[2025-02-23 22:07:14,959 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.5276 +[2025-02-23 22:07:14,992 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3452 +[2025-02-23 22:07:15,027 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.2141 +[2025-02-23 22:07:15,063 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2704 +[2025-02-23 22:07:15,089 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8415 +[2025-02-23 22:07:15,131 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.7666 +[2025-02-23 22:07:15,170 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6636 +[2025-02-23 22:07:15,207 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5056 +[2025-02-23 22:07:15,254 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.5022 +[2025-02-23 22:07:15,285 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2973 +[2025-02-23 22:07:15,310 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2230 +[2025-02-23 22:07:15,362 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2343 +[2025-02-23 22:07:15,416 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3222 +[2025-02-23 22:07:15,448 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3602 +[2025-02-23 22:07:15,497 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1293 +[2025-02-23 22:07:15,532 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7931 +[2025-02-23 22:07:15,567 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3938 +[2025-02-23 22:07:15,608 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7465 +[2025-02-23 22:07:15,644 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6688 +[2025-02-23 22:07:15,670 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1808 +[2025-02-23 22:07:15,729 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7216 +[2025-02-23 22:07:15,771 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3267 +[2025-02-23 22:07:15,811 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1712 +[2025-02-23 22:07:15,841 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1262 +[2025-02-23 22:07:15,875 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0670 +[2025-02-23 22:07:15,926 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.2982 +[2025-02-23 22:07:15,957 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3908 +[2025-02-23 22:07:16,001 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6496 +[2025-02-23 22:07:16,036 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1938 +[2025-02-23 22:07:16,065 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3387 +[2025-02-23 22:07:16,095 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4855 +[2025-02-23 22:07:16,124 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.7010 +[2025-02-23 22:07:16,150 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9997 +[2025-02-23 22:07:16,181 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6339 +[2025-02-23 22:07:16,203 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2593 +[2025-02-23 22:07:16,235 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3072 +[2025-02-23 22:07:16,268 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0204 +[2025-02-23 22:07:16,304 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1748 +[2025-02-23 22:07:16,332 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5585 +[2025-02-23 22:07:16,355 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2978 +[2025-02-23 22:07:16,390 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8327 +[2025-02-23 22:07:16,420 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2406 +[2025-02-23 22:07:16,443 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4386 +[2025-02-23 22:07:16,474 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4542 +[2025-02-23 22:07:16,506 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0196 +[2025-02-23 22:07:16,560 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9455 +[2025-02-23 22:07:16,585 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0103 +[2025-02-23 22:07:16,621 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6082 +[2025-02-23 22:07:16,656 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1688 +[2025-02-23 22:07:16,685 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7316 +[2025-02-23 22:07:16,711 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3531 +[2025-02-23 22:07:16,763 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9499 +[2025-02-23 22:07:16,802 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8750 +[2025-02-23 22:07:16,850 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.1570 +[2025-02-23 22:07:16,895 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1278 +[2025-02-23 22:07:16,932 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0223 +[2025-02-23 22:07:16,977 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.5399 +[2025-02-23 22:07:17,001 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9850 +[2025-02-23 22:07:17,052 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1231 +[2025-02-23 22:07:17,076 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4918 +[2025-02-23 22:07:18,263 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:07:18,263 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:07:18,263 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:07:18,263 INFO hook.py line 232 2996285] wall : 0.8674 0.9565 +[2025-02-23 22:07:18,263 INFO hook.py line 232 2996285] floor : 0.9648 0.9861 +[2025-02-23 22:07:18,263 INFO hook.py line 232 2996285] cabinet : 0.7081 0.8261 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] bed : 0.8292 0.8837 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] chair : 0.9063 0.9452 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] sofa : 0.8194 0.9354 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] table : 0.7491 0.8581 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] door : 0.7032 0.8066 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] window : 0.6368 0.7531 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] bookshelf : 0.8136 0.8935 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] picture : 0.3791 0.4808 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] counter : 0.7074 0.8041 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] desk : 0.6767 0.8205 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] curtain : 0.7753 0.8529 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] refridgerator : 0.6424 0.6713 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] shower curtain : 0.7109 0.7554 +[2025-02-23 22:07:18,264 INFO hook.py line 232 2996285] toilet : 0.9575 0.9809 +[2025-02-23 22:07:18,265 INFO hook.py line 232 2996285] sink : 0.7221 0.8136 +[2025-02-23 22:07:18,265 INFO hook.py line 232 2996285] bathtub : 0.8797 0.9202 +[2025-02-23 22:07:18,265 INFO hook.py line 232 2996285] otherfurniture : 0.6056 0.6628 +[2025-02-23 22:07:18,265 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:07:18,265 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7527/0.8303/0.9138. +[2025-02-23 22:07:18,266 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:07:18,275 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:07:18,275 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:07:37,370 INFO hook.py line 109 2996285] Train: [93/100][50/300] Data 0.003 (0.004) Batch 0.245 (0.260) Remain 00:10:10 loss: 0.3528 Lr: 1.01363e-04 +[2025-02-23 22:07:50,153 INFO hook.py line 109 2996285] Train: [93/100][100/300] Data 0.004 (0.004) Batch 0.258 (0.258) Remain 00:09:52 loss: 0.1817 Lr: 9.71574e-05 +[2025-02-23 22:08:03,027 INFO hook.py line 109 2996285] Train: [93/100][150/300] Data 0.004 (0.004) Batch 0.267 (0.258) Remain 00:09:39 loss: 0.2884 Lr: 9.30405e-05 +[2025-02-23 22:08:15,801 INFO hook.py line 109 2996285] Train: [93/100][200/300] Data 0.004 (0.004) Batch 0.265 (0.257) Remain 00:09:25 loss: 0.1859 Lr: 8.90120e-05 +[2025-02-23 22:08:28,722 INFO hook.py line 109 2996285] Train: [93/100][250/300] Data 0.004 (0.004) Batch 0.262 (0.257) Remain 00:09:13 loss: 0.2377 Lr: 8.50718e-05 +[2025-02-23 22:08:39,848 INFO hook.py line 109 2996285] Train: [93/100][300/300] Data 0.001 (0.003) Batch 0.178 (0.251) Remain 00:08:48 loss: 0.2211 Lr: 8.12202e-05 +[2025-02-23 22:08:39,848 INFO misc.py line 135 2996285] Train result: loss: 0.2279 +[2025-02-23 22:08:39,938 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:08:53,494 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0519 +[2025-02-23 22:08:53,541 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1653 +[2025-02-23 22:08:53,593 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1494 +[2025-02-23 22:08:53,643 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4850 +[2025-02-23 22:08:53,680 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1155 +[2025-02-23 22:08:53,921 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4092 +[2025-02-23 22:08:53,969 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2722 +[2025-02-23 22:08:54,002 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1489 +[2025-02-23 22:08:54,044 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5455 +[2025-02-23 22:08:54,075 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.3608 +[2025-02-23 22:08:54,121 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2897 +[2025-02-23 22:08:54,586 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0946 +[2025-02-23 22:08:54,633 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8426 +[2025-02-23 22:08:54,676 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.5055 +[2025-02-23 22:08:54,711 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9192 +[2025-02-23 22:08:55,314 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0657 +[2025-02-23 22:08:55,349 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4282 +[2025-02-23 22:08:55,379 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6453 +[2025-02-23 22:08:55,420 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6498 +[2025-02-23 22:08:55,462 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3128 +[2025-02-23 22:08:55,493 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1913 +[2025-02-23 22:08:55,528 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3018 +[2025-02-23 22:08:55,560 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8651 +[2025-02-23 22:08:55,601 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8034 +[2025-02-23 22:08:55,639 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6258 +[2025-02-23 22:08:55,675 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5180 +[2025-02-23 22:08:55,722 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3485 +[2025-02-23 22:08:55,753 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2715 +[2025-02-23 22:08:55,778 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.2049 +[2025-02-23 22:08:55,832 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2364 +[2025-02-23 22:08:55,884 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2816 +[2025-02-23 22:08:55,917 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3514 +[2025-02-23 22:08:55,967 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1306 +[2025-02-23 22:08:56,002 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.9184 +[2025-02-23 22:08:56,036 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4362 +[2025-02-23 22:08:56,075 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7460 +[2025-02-23 22:08:56,109 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6741 +[2025-02-23 22:08:56,135 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1882 +[2025-02-23 22:08:56,191 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7208 +[2025-02-23 22:08:56,232 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3834 +[2025-02-23 22:08:56,271 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1244 +[2025-02-23 22:08:56,296 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1232 +[2025-02-23 22:08:56,330 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0666 +[2025-02-23 22:08:56,382 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3447 +[2025-02-23 22:08:56,411 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3791 +[2025-02-23 22:08:56,459 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6692 +[2025-02-23 22:08:56,494 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.1277 +[2025-02-23 22:08:56,523 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3165 +[2025-02-23 22:08:56,553 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4531 +[2025-02-23 22:08:56,582 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6884 +[2025-02-23 22:08:56,607 INFO hook.py line 289 2996285] Test: [51/78] Loss 0.9252 +[2025-02-23 22:08:56,636 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.6068 +[2025-02-23 22:08:56,658 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2494 +[2025-02-23 22:08:56,689 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.2451 +[2025-02-23 22:08:56,721 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0203 +[2025-02-23 22:08:56,758 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1665 +[2025-02-23 22:08:56,788 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5703 +[2025-02-23 22:08:56,813 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2968 +[2025-02-23 22:08:56,847 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8126 +[2025-02-23 22:08:56,876 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2447 +[2025-02-23 22:08:56,898 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4291 +[2025-02-23 22:08:56,928 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5967 +[2025-02-23 22:08:56,960 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0582 +[2025-02-23 22:08:57,013 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9323 +[2025-02-23 22:08:57,037 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0677 +[2025-02-23 22:08:57,074 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6333 +[2025-02-23 22:08:57,108 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1465 +[2025-02-23 22:08:57,139 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.7553 +[2025-02-23 22:08:57,168 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3749 +[2025-02-23 22:08:57,220 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7370 +[2025-02-23 22:08:57,260 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8385 +[2025-02-23 22:08:57,308 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2836 +[2025-02-23 22:08:57,352 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1328 +[2025-02-23 22:08:57,390 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0411 +[2025-02-23 22:08:57,438 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3714 +[2025-02-23 22:08:57,464 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9350 +[2025-02-23 22:08:57,515 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1164 +[2025-02-23 22:08:57,539 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4929 +[2025-02-23 22:08:58,763 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:08:58,764 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:08:58,764 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] wall : 0.8691 0.9554 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] floor : 0.9650 0.9861 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] cabinet : 0.7097 0.8327 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] bed : 0.8334 0.8811 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] chair : 0.9116 0.9491 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] sofa : 0.8335 0.9313 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] table : 0.7545 0.8604 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] door : 0.6997 0.8078 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] window : 0.6490 0.7788 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] bookshelf : 0.8109 0.8993 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] picture : 0.3736 0.4698 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] counter : 0.7083 0.7989 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] desk : 0.6837 0.8310 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] curtain : 0.7758 0.8499 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] refridgerator : 0.6654 0.6957 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] shower curtain : 0.6753 0.7149 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] toilet : 0.9535 0.9814 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] sink : 0.7167 0.8108 +[2025-02-23 22:08:58,764 INFO hook.py line 232 2996285] bathtub : 0.8762 0.9241 +[2025-02-23 22:08:58,765 INFO hook.py line 232 2996285] otherfurniture : 0.6069 0.6597 +[2025-02-23 22:08:58,765 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:08:58,765 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7536/0.8309/0.9149. +[2025-02-23 22:08:58,765 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:08:58,770 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:08:58,770 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:09:17,563 INFO hook.py line 109 2996285] Train: [94/100][50/300] Data 0.003 (0.004) Batch 0.270 (0.271) Remain 00:09:15 loss: 0.2872 Lr: 7.74573e-05 +[2025-02-23 22:09:30,459 INFO hook.py line 109 2996285] Train: [94/100][100/300] Data 0.003 (0.003) Batch 0.273 (0.264) Remain 00:08:48 loss: 0.2559 Lr: 7.37832e-05 +[2025-02-23 22:09:43,413 INFO hook.py line 109 2996285] Train: [94/100][150/300] Data 0.004 (0.003) Batch 0.281 (0.262) Remain 00:08:31 loss: 0.2046 Lr: 7.01980e-05 +[2025-02-23 22:09:56,065 INFO hook.py line 109 2996285] Train: [94/100][200/300] Data 0.003 (0.003) Batch 0.260 (0.260) Remain 00:08:14 loss: 0.2834 Lr: 6.67018e-05 +[2025-02-23 22:10:08,831 INFO hook.py line 109 2996285] Train: [94/100][250/300] Data 0.003 (0.003) Batch 0.261 (0.259) Remain 00:07:59 loss: 0.2387 Lr: 6.32947e-05 +[2025-02-23 22:10:19,762 INFO hook.py line 109 2996285] Train: [94/100][300/300] Data 0.001 (0.003) Batch 0.200 (0.252) Remain 00:07:34 loss: 0.3639 Lr: 5.99768e-05 +[2025-02-23 22:10:19,762 INFO misc.py line 135 2996285] Train result: loss: 0.2259 +[2025-02-23 22:10:19,843 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:10:33,256 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0498 +[2025-02-23 22:10:33,380 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1736 +[2025-02-23 22:10:34,189 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1547 +[2025-02-23 22:10:34,232 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4871 +[2025-02-23 22:10:34,262 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1231 +[2025-02-23 22:10:34,318 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5418 +[2025-02-23 22:10:34,363 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2419 +[2025-02-23 22:10:34,389 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1509 +[2025-02-23 22:10:34,440 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5866 +[2025-02-23 22:10:34,478 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5022 +[2025-02-23 22:10:34,521 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2419 +[2025-02-23 22:10:34,550 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0507 +[2025-02-23 22:10:34,604 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8202 +[2025-02-23 22:10:34,639 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4192 +[2025-02-23 22:10:34,674 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9643 +[2025-02-23 22:10:34,716 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0666 +[2025-02-23 22:10:34,750 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.3978 +[2025-02-23 22:10:34,782 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6123 +[2025-02-23 22:10:34,822 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.5655 +[2025-02-23 22:10:34,865 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3365 +[2025-02-23 22:10:34,901 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1888 +[2025-02-23 22:10:34,940 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2887 +[2025-02-23 22:10:34,975 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8978 +[2025-02-23 22:10:35,016 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8147 +[2025-02-23 22:10:35,060 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6958 +[2025-02-23 22:10:35,097 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5054 +[2025-02-23 22:10:35,143 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.5665 +[2025-02-23 22:10:35,174 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2746 +[2025-02-23 22:10:35,200 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1898 +[2025-02-23 22:10:35,253 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2244 +[2025-02-23 22:10:35,306 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2940 +[2025-02-23 22:10:35,336 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.4085 +[2025-02-23 22:10:35,386 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1421 +[2025-02-23 22:10:35,421 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7668 +[2025-02-23 22:10:35,455 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4135 +[2025-02-23 22:10:35,505 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6822 +[2025-02-23 22:10:35,543 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6200 +[2025-02-23 22:10:35,569 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.2189 +[2025-02-23 22:10:35,631 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7128 +[2025-02-23 22:10:35,673 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3659 +[2025-02-23 22:10:35,712 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1181 +[2025-02-23 22:10:35,738 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1197 +[2025-02-23 22:10:35,770 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0668 +[2025-02-23 22:10:35,823 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3088 +[2025-02-23 22:10:35,851 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3495 +[2025-02-23 22:10:35,903 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6597 +[2025-02-23 22:10:35,938 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9758 +[2025-02-23 22:10:35,967 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.2748 +[2025-02-23 22:10:35,995 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4017 +[2025-02-23 22:10:36,022 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6754 +[2025-02-23 22:10:36,048 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.4623 +[2025-02-23 22:10:36,078 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5442 +[2025-02-23 22:10:36,101 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2623 +[2025-02-23 22:10:36,132 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3704 +[2025-02-23 22:10:36,166 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0215 +[2025-02-23 22:10:36,203 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1737 +[2025-02-23 22:10:36,232 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5715 +[2025-02-23 22:10:36,256 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2856 +[2025-02-23 22:10:36,290 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8407 +[2025-02-23 22:10:36,319 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2518 +[2025-02-23 22:10:36,340 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4145 +[2025-02-23 22:10:36,370 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5527 +[2025-02-23 22:10:36,402 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9911 +[2025-02-23 22:10:36,455 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9044 +[2025-02-23 22:10:36,480 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0079 +[2025-02-23 22:10:36,518 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6238 +[2025-02-23 22:10:36,552 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1713 +[2025-02-23 22:10:36,581 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6222 +[2025-02-23 22:10:36,607 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3577 +[2025-02-23 22:10:36,658 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8021 +[2025-02-23 22:10:36,698 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8306 +[2025-02-23 22:10:36,745 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2501 +[2025-02-23 22:10:36,789 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1440 +[2025-02-23 22:10:36,828 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1414 +[2025-02-23 22:10:36,873 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3354 +[2025-02-23 22:10:36,899 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8026 +[2025-02-23 22:10:36,949 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1173 +[2025-02-23 22:10:36,972 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5000 +[2025-02-23 22:10:38,102 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:10:38,103 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:10:38,103 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] wall : 0.8715 0.9562 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] floor : 0.9649 0.9863 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] cabinet : 0.7195 0.8424 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] bed : 0.8330 0.8835 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] chair : 0.9106 0.9477 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] sofa : 0.8279 0.9340 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] table : 0.7555 0.8553 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] door : 0.7061 0.8175 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] window : 0.6431 0.7667 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] bookshelf : 0.8062 0.8950 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] picture : 0.3760 0.4636 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] counter : 0.7100 0.8063 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] desk : 0.6876 0.8429 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] curtain : 0.7695 0.8412 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] refridgerator : 0.6722 0.7103 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] shower curtain : 0.6933 0.7343 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] toilet : 0.9527 0.9812 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] sink : 0.7163 0.8103 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] bathtub : 0.8769 0.9283 +[2025-02-23 22:10:38,103 INFO hook.py line 232 2996285] otherfurniture : 0.6124 0.6639 +[2025-02-23 22:10:38,103 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:10:38,103 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7553/0.8333/0.9157. +[2025-02-23 22:10:38,104 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:10:38,106 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:10:38,107 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:10:56,873 INFO hook.py line 109 2996285] Train: [95/100][50/300] Data 0.005 (0.005) Batch 0.277 (0.269) Remain 00:07:50 loss: 0.1528 Lr: 5.67482e-05 +[2025-02-23 22:11:09,676 INFO hook.py line 109 2996285] Train: [95/100][100/300] Data 0.003 (0.004) Batch 0.242 (0.262) Remain 00:07:25 loss: 0.3025 Lr: 5.36091e-05 +[2025-02-23 22:11:22,352 INFO hook.py line 109 2996285] Train: [95/100][150/300] Data 0.002 (0.004) Batch 0.249 (0.259) Remain 00:07:07 loss: 0.3553 Lr: 5.05595e-05 +[2025-02-23 22:11:34,854 INFO hook.py line 109 2996285] Train: [95/100][200/300] Data 0.002 (0.004) Batch 0.255 (0.257) Remain 00:06:51 loss: 0.1602 Lr: 4.75994e-05 +[2025-02-23 22:11:47,944 INFO hook.py line 109 2996285] Train: [95/100][250/300] Data 0.002 (0.004) Batch 0.263 (0.258) Remain 00:06:39 loss: 0.1856 Lr: 4.47291e-05 +[2025-02-23 22:11:59,144 INFO hook.py line 109 2996285] Train: [95/100][300/300] Data 0.001 (0.003) Batch 0.199 (0.252) Remain 00:06:18 loss: 0.2063 Lr: 4.19485e-05 +[2025-02-23 22:11:59,145 INFO misc.py line 135 2996285] Train result: loss: 0.2321 +[2025-02-23 22:11:59,222 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:12:12,218 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0544 +[2025-02-23 22:12:13,747 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1663 +[2025-02-23 22:12:13,783 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1609 +[2025-02-23 22:12:13,827 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.5001 +[2025-02-23 22:12:13,860 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1186 +[2025-02-23 22:12:14,288 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4208 +[2025-02-23 22:12:14,334 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2513 +[2025-02-23 22:12:14,369 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1454 +[2025-02-23 22:12:14,408 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5684 +[2025-02-23 22:12:14,442 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4300 +[2025-02-23 22:12:14,484 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2809 +[2025-02-23 22:12:14,520 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0174 +[2025-02-23 22:12:14,567 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8875 +[2025-02-23 22:12:14,605 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4757 +[2025-02-23 22:12:14,640 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9859 +[2025-02-23 22:12:14,690 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0575 +[2025-02-23 22:12:14,724 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4127 +[2025-02-23 22:12:14,759 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.7072 +[2025-02-23 22:12:14,799 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6081 +[2025-02-23 22:12:14,831 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3183 +[2025-02-23 22:12:14,869 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1940 +[2025-02-23 22:12:14,908 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.3064 +[2025-02-23 22:12:14,942 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8085 +[2025-02-23 22:12:14,990 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8281 +[2025-02-23 22:12:15,028 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6984 +[2025-02-23 22:12:15,067 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5116 +[2025-02-23 22:12:15,113 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3814 +[2025-02-23 22:12:15,146 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2811 +[2025-02-23 22:12:15,171 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1874 +[2025-02-23 22:12:15,226 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2427 +[2025-02-23 22:12:15,281 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2954 +[2025-02-23 22:12:15,320 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3606 +[2025-02-23 22:12:15,370 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1685 +[2025-02-23 22:12:15,405 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.8468 +[2025-02-23 22:12:15,438 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3996 +[2025-02-23 22:12:15,476 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7486 +[2025-02-23 22:12:15,510 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6146 +[2025-02-23 22:12:15,538 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1877 +[2025-02-23 22:12:15,593 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6571 +[2025-02-23 22:12:15,637 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3636 +[2025-02-23 22:12:15,676 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0914 +[2025-02-23 22:12:15,703 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1275 +[2025-02-23 22:12:15,736 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0693 +[2025-02-23 22:12:15,788 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3165 +[2025-02-23 22:12:15,820 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3757 +[2025-02-23 22:12:15,865 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6574 +[2025-02-23 22:12:15,900 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9159 +[2025-02-23 22:12:15,929 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3281 +[2025-02-23 22:12:15,958 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4350 +[2025-02-23 22:12:15,986 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6658 +[2025-02-23 22:12:16,011 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2556 +[2025-02-23 22:12:16,040 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5940 +[2025-02-23 22:12:16,062 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2375 +[2025-02-23 22:12:16,092 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3698 +[2025-02-23 22:12:16,125 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0203 +[2025-02-23 22:12:16,162 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1688 +[2025-02-23 22:12:16,192 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6018 +[2025-02-23 22:12:16,216 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2939 +[2025-02-23 22:12:16,251 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8334 +[2025-02-23 22:12:16,280 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2309 +[2025-02-23 22:12:16,301 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4168 +[2025-02-23 22:12:16,331 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5225 +[2025-02-23 22:12:16,362 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0565 +[2025-02-23 22:12:16,415 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9271 +[2025-02-23 22:12:16,439 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0798 +[2025-02-23 22:12:16,477 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6317 +[2025-02-23 22:12:16,511 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1479 +[2025-02-23 22:12:16,542 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6417 +[2025-02-23 22:12:16,569 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3549 +[2025-02-23 22:12:16,620 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7323 +[2025-02-23 22:12:16,659 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8592 +[2025-02-23 22:12:16,710 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2798 +[2025-02-23 22:12:16,754 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1459 +[2025-02-23 22:12:16,792 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0938 +[2025-02-23 22:12:16,838 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.4286 +[2025-02-23 22:12:16,864 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7830 +[2025-02-23 22:12:16,915 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1184 +[2025-02-23 22:12:16,938 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5054 +[2025-02-23 22:12:18,067 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:12:18,067 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:12:18,067 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:12:18,067 INFO hook.py line 232 2996285] wall : 0.8697 0.9564 +[2025-02-23 22:12:18,067 INFO hook.py line 232 2996285] floor : 0.9648 0.9861 +[2025-02-23 22:12:18,067 INFO hook.py line 232 2996285] cabinet : 0.7175 0.8339 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] bed : 0.8289 0.8786 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] chair : 0.9080 0.9480 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] sofa : 0.8280 0.9339 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] table : 0.7526 0.8501 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] door : 0.6994 0.8052 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] window : 0.6357 0.7564 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] bookshelf : 0.8079 0.9007 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] picture : 0.3772 0.4673 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] counter : 0.7110 0.8032 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] desk : 0.6793 0.8368 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] curtain : 0.7795 0.8610 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] refridgerator : 0.6663 0.7018 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] shower curtain : 0.6684 0.7081 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] toilet : 0.9488 0.9802 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] sink : 0.7137 0.8016 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] bathtub : 0.8731 0.9213 +[2025-02-23 22:12:18,068 INFO hook.py line 232 2996285] otherfurniture : 0.6102 0.6691 +[2025-02-23 22:12:18,068 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:12:18,068 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7520/0.8300/0.9146. +[2025-02-23 22:12:18,068 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:12:18,069 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:12:18,069 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:12:37,443 INFO hook.py line 109 2996285] Train: [96/100][50/300] Data 0.003 (0.004) Batch 0.277 (0.277) Remain 00:06:40 loss: 0.2334 Lr: 3.92579e-05 +[2025-02-23 22:12:50,313 INFO hook.py line 109 2996285] Train: [96/100][100/300] Data 0.003 (0.004) Batch 0.501 (0.267) Remain 00:06:13 loss: 0.2926 Lr: 3.66571e-05 +[2025-02-23 22:13:03,303 INFO hook.py line 109 2996285] Train: [96/100][150/300] Data 0.004 (0.004) Batch 0.275 (0.264) Remain 00:05:56 loss: 0.2273 Lr: 3.41464e-05 +[2025-02-23 22:13:16,104 INFO hook.py line 109 2996285] Train: [96/100][200/300] Data 0.002 (0.004) Batch 0.221 (0.262) Remain 00:05:40 loss: 0.3360 Lr: 3.17258e-05 +[2025-02-23 22:13:28,864 INFO hook.py line 109 2996285] Train: [96/100][250/300] Data 0.002 (0.004) Batch 0.280 (0.261) Remain 00:05:26 loss: 0.3125 Lr: 2.93954e-05 +[2025-02-23 22:13:40,089 INFO hook.py line 109 2996285] Train: [96/100][300/300] Data 0.001 (0.003) Batch 0.189 (0.255) Remain 00:05:05 loss: 0.1979 Lr: 2.71552e-05 +[2025-02-23 22:13:40,089 INFO misc.py line 135 2996285] Train result: loss: 0.2296 +[2025-02-23 22:13:40,152 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:13:53,916 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0529 +[2025-02-23 22:13:54,101 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1698 +[2025-02-23 22:13:54,160 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1520 +[2025-02-23 22:13:54,207 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4817 +[2025-02-23 22:13:54,244 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1187 +[2025-02-23 22:13:54,302 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4649 +[2025-02-23 22:13:54,348 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2354 +[2025-02-23 22:13:54,380 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1488 +[2025-02-23 22:13:54,432 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5424 +[2025-02-23 22:13:54,470 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5307 +[2025-02-23 22:13:54,512 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3047 +[2025-02-23 22:13:54,545 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0315 +[2025-02-23 22:13:54,591 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8790 +[2025-02-23 22:13:54,629 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4771 +[2025-02-23 22:13:54,880 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9483 +[2025-02-23 22:13:54,921 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0776 +[2025-02-23 22:13:54,955 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4312 +[2025-02-23 22:13:54,989 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6503 +[2025-02-23 22:13:55,032 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6252 +[2025-02-23 22:13:55,074 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3353 +[2025-02-23 22:13:55,105 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1831 +[2025-02-23 22:13:55,141 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2997 +[2025-02-23 22:13:55,172 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8184 +[2025-02-23 22:13:55,219 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8049 +[2025-02-23 22:13:55,257 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7086 +[2025-02-23 22:13:55,293 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5083 +[2025-02-23 22:13:55,340 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3370 +[2025-02-23 22:13:55,371 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2795 +[2025-02-23 22:13:55,400 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1813 +[2025-02-23 22:13:55,453 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2374 +[2025-02-23 22:13:55,505 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2941 +[2025-02-23 22:13:55,536 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3866 +[2025-02-23 22:13:55,585 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1443 +[2025-02-23 22:13:55,620 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7945 +[2025-02-23 22:13:55,653 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3920 +[2025-02-23 22:13:55,689 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7802 +[2025-02-23 22:13:55,722 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6193 +[2025-02-23 22:13:55,748 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1979 +[2025-02-23 22:13:55,804 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6551 +[2025-02-23 22:13:55,848 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3621 +[2025-02-23 22:13:55,887 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0998 +[2025-02-23 22:13:55,912 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1288 +[2025-02-23 22:13:55,946 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0672 +[2025-02-23 22:13:56,001 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3239 +[2025-02-23 22:13:56,030 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3755 +[2025-02-23 22:13:56,074 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6733 +[2025-02-23 22:13:56,108 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9455 +[2025-02-23 22:13:56,137 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3132 +[2025-02-23 22:13:56,167 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4007 +[2025-02-23 22:13:56,195 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6318 +[2025-02-23 22:13:56,221 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3235 +[2025-02-23 22:13:56,251 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5916 +[2025-02-23 22:13:56,273 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2442 +[2025-02-23 22:13:56,304 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3697 +[2025-02-23 22:13:56,336 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0211 +[2025-02-23 22:13:56,374 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1543 +[2025-02-23 22:13:56,403 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5903 +[2025-02-23 22:13:56,426 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2929 +[2025-02-23 22:13:56,461 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8291 +[2025-02-23 22:13:56,490 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2297 +[2025-02-23 22:13:56,512 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4204 +[2025-02-23 22:13:56,542 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.5530 +[2025-02-23 22:13:56,574 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0105 +[2025-02-23 22:13:56,627 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9162 +[2025-02-23 22:13:56,651 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0594 +[2025-02-23 22:13:56,689 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6486 +[2025-02-23 22:13:56,724 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1605 +[2025-02-23 22:13:56,754 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6082 +[2025-02-23 22:13:56,781 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3611 +[2025-02-23 22:13:56,833 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8257 +[2025-02-23 22:13:56,872 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8523 +[2025-02-23 22:13:56,919 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2874 +[2025-02-23 22:13:56,964 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1450 +[2025-02-23 22:13:57,001 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1297 +[2025-02-23 22:13:57,047 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3451 +[2025-02-23 22:13:57,073 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.7980 +[2025-02-23 22:13:57,124 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1169 +[2025-02-23 22:13:57,147 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5007 +[2025-02-23 22:13:58,619 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:13:58,620 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:13:58,620 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] wall : 0.8706 0.9558 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] floor : 0.9648 0.9863 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] cabinet : 0.7157 0.8323 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] bed : 0.8276 0.8784 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] chair : 0.9100 0.9484 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] sofa : 0.8242 0.9342 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] table : 0.7558 0.8494 +[2025-02-23 22:13:58,620 INFO hook.py line 232 2996285] door : 0.7027 0.8121 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] window : 0.6394 0.7638 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] bookshelf : 0.8086 0.9001 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] picture : 0.3770 0.4710 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] counter : 0.7051 0.8019 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] desk : 0.6834 0.8477 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] curtain : 0.7774 0.8542 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] refridgerator : 0.6752 0.7048 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] shower curtain : 0.6853 0.7260 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] toilet : 0.9560 0.9811 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] sink : 0.7156 0.8076 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] bathtub : 0.8767 0.9219 +[2025-02-23 22:13:58,621 INFO hook.py line 232 2996285] otherfurniture : 0.6115 0.6676 +[2025-02-23 22:13:58,621 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:13:58,621 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7541/0.8322/0.9151. +[2025-02-23 22:13:58,621 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:13:58,625 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:13:58,626 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:14:17,634 INFO hook.py line 109 2996285] Train: [97/100][50/300] Data 0.004 (0.004) Batch 0.260 (0.256) Remain 00:04:54 loss: 0.2561 Lr: 2.50054e-05 +[2025-02-23 22:14:30,648 INFO hook.py line 109 2996285] Train: [97/100][100/300] Data 0.003 (0.004) Batch 0.244 (0.258) Remain 00:04:44 loss: 0.3214 Lr: 2.29459e-05 +[2025-02-23 22:14:43,405 INFO hook.py line 109 2996285] Train: [97/100][150/300] Data 0.005 (0.004) Batch 0.253 (0.257) Remain 00:04:30 loss: 0.1939 Lr: 2.09768e-05 +[2025-02-23 22:14:56,142 INFO hook.py line 109 2996285] Train: [97/100][200/300] Data 0.003 (0.004) Batch 0.246 (0.257) Remain 00:04:16 loss: 0.2201 Lr: 1.90983e-05 +[2025-02-23 22:15:08,767 INFO hook.py line 109 2996285] Train: [97/100][250/300] Data 0.003 (0.004) Batch 0.247 (0.256) Remain 00:04:03 loss: 0.3152 Lr: 1.73103e-05 +[2025-02-23 22:15:19,936 INFO hook.py line 109 2996285] Train: [97/100][300/300] Data 0.001 (0.003) Batch 0.177 (0.250) Remain 00:03:45 loss: 0.1681 Lr: 1.56130e-05 +[2025-02-23 22:15:19,936 INFO misc.py line 135 2996285] Train result: loss: 0.2238 +[2025-02-23 22:15:20,007 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:15:33,488 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0514 +[2025-02-23 22:15:33,822 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1570 +[2025-02-23 22:15:33,860 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1482 +[2025-02-23 22:15:33,918 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4851 +[2025-02-23 22:15:33,959 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1186 +[2025-02-23 22:15:34,015 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.3898 +[2025-02-23 22:15:34,073 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2380 +[2025-02-23 22:15:34,159 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1520 +[2025-02-23 22:15:34,204 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5427 +[2025-02-23 22:15:34,236 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4775 +[2025-02-23 22:15:34,279 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3052 +[2025-02-23 22:15:34,312 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0506 +[2025-02-23 22:15:34,467 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8084 +[2025-02-23 22:15:34,502 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.5331 +[2025-02-23 22:15:34,537 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9373 +[2025-02-23 22:15:34,586 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0640 +[2025-02-23 22:15:34,620 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4448 +[2025-02-23 22:15:34,657 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6735 +[2025-02-23 22:15:34,703 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6224 +[2025-02-23 22:15:34,737 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3543 +[2025-02-23 22:15:34,769 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1854 +[2025-02-23 22:15:34,813 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2702 +[2025-02-23 22:15:34,846 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8521 +[2025-02-23 22:15:34,893 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8280 +[2025-02-23 22:15:34,932 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7050 +[2025-02-23 22:15:34,969 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5006 +[2025-02-23 22:15:35,016 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3842 +[2025-02-23 22:15:35,047 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2852 +[2025-02-23 22:15:35,085 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1825 +[2025-02-23 22:15:35,140 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2443 +[2025-02-23 22:15:35,192 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2951 +[2025-02-23 22:15:35,224 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3608 +[2025-02-23 22:15:35,273 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1486 +[2025-02-23 22:15:35,309 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7576 +[2025-02-23 22:15:35,344 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3956 +[2025-02-23 22:15:35,383 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7713 +[2025-02-23 22:15:35,425 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6244 +[2025-02-23 22:15:35,460 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1887 +[2025-02-23 22:15:35,516 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.6640 +[2025-02-23 22:15:35,558 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3549 +[2025-02-23 22:15:35,597 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1028 +[2025-02-23 22:15:35,627 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1245 +[2025-02-23 22:15:35,660 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0619 +[2025-02-23 22:15:35,714 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3225 +[2025-02-23 22:15:35,745 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3809 +[2025-02-23 22:15:35,790 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6767 +[2025-02-23 22:15:35,824 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9428 +[2025-02-23 22:15:35,853 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3265 +[2025-02-23 22:15:35,884 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3858 +[2025-02-23 22:15:35,912 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6787 +[2025-02-23 22:15:35,937 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2674 +[2025-02-23 22:15:35,967 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5925 +[2025-02-23 22:15:35,990 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2581 +[2025-02-23 22:15:36,022 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.4026 +[2025-02-23 22:15:36,055 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0201 +[2025-02-23 22:15:36,092 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1694 +[2025-02-23 22:15:36,121 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6179 +[2025-02-23 22:15:36,144 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2907 +[2025-02-23 22:15:36,179 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8371 +[2025-02-23 22:15:36,209 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2507 +[2025-02-23 22:15:36,231 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4086 +[2025-02-23 22:15:36,261 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4526 +[2025-02-23 22:15:36,292 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0020 +[2025-02-23 22:15:36,345 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9145 +[2025-02-23 22:15:36,372 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0601 +[2025-02-23 22:15:36,409 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6536 +[2025-02-23 22:15:36,445 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1644 +[2025-02-23 22:15:36,474 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6729 +[2025-02-23 22:15:36,501 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3520 +[2025-02-23 22:15:36,551 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.9047 +[2025-02-23 22:15:36,591 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8495 +[2025-02-23 22:15:36,638 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2815 +[2025-02-23 22:15:36,683 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1388 +[2025-02-23 22:15:36,720 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1364 +[2025-02-23 22:15:36,765 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3413 +[2025-02-23 22:15:36,790 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8660 +[2025-02-23 22:15:36,842 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1230 +[2025-02-23 22:15:36,866 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.4974 +[2025-02-23 22:15:37,967 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:15:37,967 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:15:37,967 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] wall : 0.8702 0.9560 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] floor : 0.9648 0.9863 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] cabinet : 0.7087 0.8290 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] bed : 0.8278 0.8781 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] chair : 0.9104 0.9486 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] sofa : 0.8265 0.9342 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] table : 0.7552 0.8525 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] door : 0.7046 0.8154 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] window : 0.6374 0.7587 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] bookshelf : 0.8060 0.8971 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] picture : 0.3849 0.4837 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] counter : 0.7105 0.8094 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] desk : 0.6833 0.8426 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] curtain : 0.7830 0.8596 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] refridgerator : 0.6599 0.6883 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] shower curtain : 0.6905 0.7318 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] toilet : 0.9523 0.9808 +[2025-02-23 22:15:37,967 INFO hook.py line 232 2996285] sink : 0.7132 0.8075 +[2025-02-23 22:15:37,968 INFO hook.py line 232 2996285] bathtub : 0.8760 0.9211 +[2025-02-23 22:15:37,968 INFO hook.py line 232 2996285] otherfurniture : 0.6058 0.6595 +[2025-02-23 22:15:37,968 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:15:37,968 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7535/0.8320/0.9148. +[2025-02-23 22:15:37,968 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:15:37,974 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:15:37,974 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:15:57,161 INFO hook.py line 109 2996285] Train: [98/100][50/300] Data 0.002 (0.004) Batch 0.231 (0.258) Remain 00:03:39 loss: 0.1694 Lr: 1.40063e-05 +[2025-02-23 22:16:09,953 INFO hook.py line 109 2996285] Train: [98/100][100/300] Data 0.003 (0.003) Batch 0.268 (0.257) Remain 00:03:25 loss: 0.1517 Lr: 1.24903e-05 +[2025-02-23 22:16:22,883 INFO hook.py line 109 2996285] Train: [98/100][150/300] Data 0.003 (0.004) Batch 0.241 (0.257) Remain 00:03:13 loss: 0.1259 Lr: 1.10651e-05 +[2025-02-23 22:16:35,915 INFO hook.py line 109 2996285] Train: [98/100][200/300] Data 0.005 (0.004) Batch 0.274 (0.258) Remain 00:03:00 loss: 0.1806 Lr: 9.73070e-06 +[2025-02-23 22:16:48,788 INFO hook.py line 109 2996285] Train: [98/100][250/300] Data 0.005 (0.004) Batch 0.249 (0.258) Remain 00:02:47 loss: 0.2043 Lr: 8.51111e-06 +[2025-02-23 22:16:59,718 INFO hook.py line 109 2996285] Train: [98/100][300/300] Data 0.001 (0.003) Batch 0.194 (0.251) Remain 00:02:30 loss: 0.1682 Lr: 7.35662e-06 +[2025-02-23 22:16:59,719 INFO misc.py line 135 2996285] Train result: loss: 0.2268 +[2025-02-23 22:16:59,787 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:17:13,374 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0530 +[2025-02-23 22:17:13,423 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1708 +[2025-02-23 22:17:13,491 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1586 +[2025-02-23 22:17:13,819 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4821 +[2025-02-23 22:17:13,854 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1220 +[2025-02-23 22:17:13,903 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.5377 +[2025-02-23 22:17:13,954 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2425 +[2025-02-23 22:17:13,994 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1515 +[2025-02-23 22:17:14,037 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5141 +[2025-02-23 22:17:14,075 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4468 +[2025-02-23 22:17:14,123 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3029 +[2025-02-23 22:17:14,156 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0123 +[2025-02-23 22:17:14,203 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8064 +[2025-02-23 22:17:14,240 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4459 +[2025-02-23 22:17:14,274 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9153 +[2025-02-23 22:17:14,319 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0548 +[2025-02-23 22:17:14,356 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4404 +[2025-02-23 22:17:14,386 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6540 +[2025-02-23 22:17:14,426 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6470 +[2025-02-23 22:17:14,455 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3553 +[2025-02-23 22:17:14,488 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1931 +[2025-02-23 22:17:14,524 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2596 +[2025-02-23 22:17:14,550 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8186 +[2025-02-23 22:17:14,590 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8110 +[2025-02-23 22:17:14,629 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.7610 +[2025-02-23 22:17:14,666 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5032 +[2025-02-23 22:17:14,713 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.3879 +[2025-02-23 22:17:14,744 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2887 +[2025-02-23 22:17:14,776 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1854 +[2025-02-23 22:17:14,828 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2309 +[2025-02-23 22:17:14,886 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3166 +[2025-02-23 22:17:14,923 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3634 +[2025-02-23 22:17:14,973 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1536 +[2025-02-23 22:17:15,007 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7840 +[2025-02-23 22:17:15,040 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.4060 +[2025-02-23 22:17:15,077 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7589 +[2025-02-23 22:17:15,111 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6285 +[2025-02-23 22:17:15,137 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1829 +[2025-02-23 22:17:15,193 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7109 +[2025-02-23 22:17:15,233 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3492 +[2025-02-23 22:17:15,273 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1224 +[2025-02-23 22:17:15,299 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1167 +[2025-02-23 22:17:15,330 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0647 +[2025-02-23 22:17:15,381 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3286 +[2025-02-23 22:17:15,416 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.3710 +[2025-02-23 22:17:15,460 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6766 +[2025-02-23 22:17:15,494 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0133 +[2025-02-23 22:17:15,523 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3652 +[2025-02-23 22:17:15,551 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3846 +[2025-02-23 22:17:15,579 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6442 +[2025-02-23 22:17:15,605 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2575 +[2025-02-23 22:17:15,635 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5748 +[2025-02-23 22:17:15,657 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2535 +[2025-02-23 22:17:15,689 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3494 +[2025-02-23 22:17:15,722 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0205 +[2025-02-23 22:17:15,758 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1665 +[2025-02-23 22:17:15,787 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.5947 +[2025-02-23 22:17:15,809 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2847 +[2025-02-23 22:17:15,844 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8453 +[2025-02-23 22:17:15,874 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2257 +[2025-02-23 22:17:15,895 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4121 +[2025-02-23 22:17:15,926 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4396 +[2025-02-23 22:17:15,959 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0253 +[2025-02-23 22:17:16,013 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9014 +[2025-02-23 22:17:16,039 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0410 +[2025-02-23 22:17:16,076 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6520 +[2025-02-23 22:17:16,110 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1594 +[2025-02-23 22:17:16,139 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6334 +[2025-02-23 22:17:16,164 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3441 +[2025-02-23 22:17:16,215 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7770 +[2025-02-23 22:17:16,255 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.9053 +[2025-02-23 22:17:16,302 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2161 +[2025-02-23 22:17:16,348 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1321 +[2025-02-23 22:17:16,386 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0771 +[2025-02-23 22:17:16,431 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3907 +[2025-02-23 22:17:16,457 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9040 +[2025-02-23 22:17:16,507 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1183 +[2025-02-23 22:17:16,531 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5030 +[2025-02-23 22:17:17,692 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:17:17,692 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:17:17,693 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] wall : 0.8704 0.9560 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] floor : 0.9647 0.9862 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] cabinet : 0.7144 0.8377 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] bed : 0.8299 0.8794 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] chair : 0.9091 0.9477 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] sofa : 0.8238 0.9352 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] table : 0.7546 0.8518 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] door : 0.7074 0.8132 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] window : 0.6369 0.7564 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] bookshelf : 0.8064 0.8957 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] picture : 0.3770 0.4783 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] counter : 0.7127 0.8124 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] desk : 0.6833 0.8375 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] curtain : 0.7803 0.8543 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] refridgerator : 0.6614 0.6882 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] shower curtain : 0.7086 0.7510 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] toilet : 0.9519 0.9817 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] sink : 0.7165 0.8077 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] bathtub : 0.8792 0.9217 +[2025-02-23 22:17:17,693 INFO hook.py line 232 2996285] otherfurniture : 0.6102 0.6672 +[2025-02-23 22:17:17,693 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:17:17,693 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7549/0.8330/0.9151. +[2025-02-23 22:17:17,694 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:17:17,699 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:17:17,700 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:17:36,526 INFO hook.py line 109 2996285] Train: [99/100][50/300] Data 0.005 (0.004) Batch 0.241 (0.262) Remain 00:02:24 loss: 0.2084 Lr: 6.29304e-06 +[2025-02-23 22:17:49,327 INFO hook.py line 109 2996285] Train: [99/100][100/300] Data 0.003 (0.004) Batch 0.241 (0.259) Remain 00:02:09 loss: 0.3073 Lr: 5.32041e-06 +[2025-02-23 22:18:01,966 INFO hook.py line 109 2996285] Train: [99/100][150/300] Data 0.003 (0.004) Batch 0.243 (0.257) Remain 00:01:55 loss: 0.2226 Lr: 4.43876e-06 +[2025-02-23 22:18:14,760 INFO hook.py line 109 2996285] Train: [99/100][200/300] Data 0.002 (0.004) Batch 0.264 (0.257) Remain 00:01:42 loss: 0.4093 Lr: 3.64811e-06 +[2025-02-23 22:18:27,562 INFO hook.py line 109 2996285] Train: [99/100][250/300] Data 0.002 (0.004) Batch 0.260 (0.257) Remain 00:01:29 loss: 0.3181 Lr: 2.94850e-06 +[2025-02-23 22:18:38,786 INFO hook.py line 109 2996285] Train: [99/100][300/300] Data 0.001 (0.003) Batch 0.206 (0.251) Remain 00:01:15 loss: 0.3602 Lr: 2.33993e-06 +[2025-02-23 22:18:38,787 INFO misc.py line 135 2996285] Train result: loss: 0.2233 +[2025-02-23 22:18:38,858 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:18:52,334 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0534 +[2025-02-23 22:18:52,702 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1747 +[2025-02-23 22:18:52,747 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1521 +[2025-02-23 22:18:52,802 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4809 +[2025-02-23 22:18:52,841 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1169 +[2025-02-23 22:18:52,899 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4517 +[2025-02-23 22:18:53,038 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2361 +[2025-02-23 22:18:53,070 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1489 +[2025-02-23 22:18:53,110 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5154 +[2025-02-23 22:18:53,142 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.4714 +[2025-02-23 22:18:53,184 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.2948 +[2025-02-23 22:18:53,215 INFO hook.py line 289 2996285] Test: [12/78] Loss 0.9946 +[2025-02-23 22:18:53,346 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8197 +[2025-02-23 22:18:53,390 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4403 +[2025-02-23 22:18:53,424 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9410 +[2025-02-23 22:18:53,469 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0555 +[2025-02-23 22:18:53,506 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4377 +[2025-02-23 22:18:53,537 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6838 +[2025-02-23 22:18:53,578 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.6531 +[2025-02-23 22:18:53,608 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3482 +[2025-02-23 22:18:53,641 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1993 +[2025-02-23 22:18:53,678 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2587 +[2025-02-23 22:18:53,712 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8108 +[2025-02-23 22:18:53,752 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8067 +[2025-02-23 22:18:53,790 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6551 +[2025-02-23 22:18:53,826 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5046 +[2025-02-23 22:18:53,873 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4104 +[2025-02-23 22:18:53,905 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2889 +[2025-02-23 22:18:53,932 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1867 +[2025-02-23 22:18:53,984 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2413 +[2025-02-23 22:18:54,037 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.3046 +[2025-02-23 22:18:54,070 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3971 +[2025-02-23 22:18:54,119 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1542 +[2025-02-23 22:18:54,153 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7824 +[2025-02-23 22:18:54,189 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3997 +[2025-02-23 22:18:54,235 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.6793 +[2025-02-23 22:18:54,268 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6285 +[2025-02-23 22:18:54,298 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1860 +[2025-02-23 22:18:54,355 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7284 +[2025-02-23 22:18:54,397 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3340 +[2025-02-23 22:18:54,437 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.0939 +[2025-02-23 22:18:54,462 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1183 +[2025-02-23 22:18:54,499 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0654 +[2025-02-23 22:18:54,551 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3318 +[2025-02-23 22:18:54,583 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4002 +[2025-02-23 22:18:54,629 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6692 +[2025-02-23 22:18:54,664 INFO hook.py line 289 2996285] Test: [47/78] Loss 0.9592 +[2025-02-23 22:18:54,693 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3252 +[2025-02-23 22:18:54,722 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.4022 +[2025-02-23 22:18:54,749 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6499 +[2025-02-23 22:18:54,774 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.2543 +[2025-02-23 22:18:54,803 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5788 +[2025-02-23 22:18:54,826 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2539 +[2025-02-23 22:18:54,858 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3731 +[2025-02-23 22:18:54,891 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0211 +[2025-02-23 22:18:54,928 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1649 +[2025-02-23 22:18:54,957 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6262 +[2025-02-23 22:18:54,981 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2920 +[2025-02-23 22:18:55,016 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8411 +[2025-02-23 22:18:55,045 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2232 +[2025-02-23 22:18:55,066 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4165 +[2025-02-23 22:18:55,096 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4810 +[2025-02-23 22:18:55,127 INFO hook.py line 289 2996285] Test: [63/78] Loss 1.0236 +[2025-02-23 22:18:55,183 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9166 +[2025-02-23 22:18:55,208 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0324 +[2025-02-23 22:18:55,246 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6519 +[2025-02-23 22:18:55,281 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1565 +[2025-02-23 22:18:55,312 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6213 +[2025-02-23 22:18:55,339 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3467 +[2025-02-23 22:18:55,390 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.8127 +[2025-02-23 22:18:55,429 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8567 +[2025-02-23 22:18:55,478 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2346 +[2025-02-23 22:18:55,523 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1437 +[2025-02-23 22:18:55,561 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.0909 +[2025-02-23 22:18:55,607 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3588 +[2025-02-23 22:18:55,633 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.9223 +[2025-02-23 22:18:55,683 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1161 +[2025-02-23 22:18:55,707 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5076 +[2025-02-23 22:18:56,831 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:18:56,831 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:18:56,831 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] wall : 0.8705 0.9560 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] floor : 0.9648 0.9861 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] cabinet : 0.7125 0.8318 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] bed : 0.8288 0.8789 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] chair : 0.9109 0.9488 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] sofa : 0.8274 0.9353 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] table : 0.7567 0.8533 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] door : 0.7074 0.8126 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] window : 0.6422 0.7661 +[2025-02-23 22:18:56,832 INFO hook.py line 232 2996285] bookshelf : 0.8065 0.8974 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] picture : 0.3739 0.4750 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] counter : 0.7162 0.8177 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] desk : 0.6823 0.8416 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] curtain : 0.7781 0.8519 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] refridgerator : 0.6622 0.6905 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] shower curtain : 0.7022 0.7443 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] toilet : 0.9490 0.9804 +[2025-02-23 22:18:56,833 INFO hook.py line 232 2996285] sink : 0.7172 0.8124 +[2025-02-23 22:18:56,834 INFO hook.py line 232 2996285] bathtub : 0.8771 0.9210 +[2025-02-23 22:18:56,834 INFO hook.py line 232 2996285] otherfurniture : 0.6083 0.6647 +[2025-02-23 22:18:56,834 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:18:56,834 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7547/0.8333/0.9152. +[2025-02-23 22:18:56,835 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:18:56,838 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:18:56,838 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:19:15,790 INFO hook.py line 109 2996285] Train: [100/100][50/300] Data 0.003 (0.004) Batch 0.245 (0.263) Remain 00:01:05 loss: 0.2701 Lr: 1.82244e-06 +[2025-02-23 22:19:28,935 INFO hook.py line 109 2996285] Train: [100/100][100/300] Data 0.003 (0.004) Batch 0.247 (0.263) Remain 00:00:52 loss: 0.1273 Lr: 1.39603e-06 +[2025-02-23 22:19:41,657 INFO hook.py line 109 2996285] Train: [100/100][150/300] Data 0.003 (0.004) Batch 0.265 (0.260) Remain 00:00:39 loss: 0.2847 Lr: 1.06072e-06 +[2025-02-23 22:19:54,493 INFO hook.py line 109 2996285] Train: [100/100][200/300] Data 0.003 (0.004) Batch 0.264 (0.259) Remain 00:00:25 loss: 0.2781 Lr: 8.16524e-07 +[2025-02-23 22:20:07,102 INFO hook.py line 109 2996285] Train: [100/100][250/300] Data 0.004 (0.004) Batch 0.255 (0.258) Remain 00:00:12 loss: 0.1912 Lr: 6.63440e-07 +[2025-02-23 22:20:18,097 INFO hook.py line 109 2996285] Train: [100/100][300/300] Data 0.001 (0.003) Batch 0.186 (0.251) Remain 00:00:00 loss: 0.1595 Lr: 6.01476e-07 +[2025-02-23 22:20:18,097 INFO misc.py line 135 2996285] Train result: loss: 0.2246 +[2025-02-23 22:20:18,182 INFO hook.py line 242 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:20:31,909 INFO hook.py line 289 2996285] Test: [1/78] Loss 0.0539 +[2025-02-23 22:20:31,956 INFO hook.py line 289 2996285] Test: [2/78] Loss 0.1866 +[2025-02-23 22:20:32,008 INFO hook.py line 289 2996285] Test: [3/78] Loss 0.1517 +[2025-02-23 22:20:32,065 INFO hook.py line 289 2996285] Test: [4/78] Loss 0.4766 +[2025-02-23 22:20:32,123 INFO hook.py line 289 2996285] Test: [5/78] Loss 0.1146 +[2025-02-23 22:20:32,175 INFO hook.py line 289 2996285] Test: [6/78] Loss 1.4198 +[2025-02-23 22:20:32,226 INFO hook.py line 289 2996285] Test: [7/78] Loss 0.2366 +[2025-02-23 22:20:32,261 INFO hook.py line 289 2996285] Test: [8/78] Loss 0.1528 +[2025-02-23 22:20:32,368 INFO hook.py line 289 2996285] Test: [9/78] Loss 0.5243 +[2025-02-23 22:20:32,401 INFO hook.py line 289 2996285] Test: [10/78] Loss 0.5022 +[2025-02-23 22:20:32,442 INFO hook.py line 289 2996285] Test: [11/78] Loss 0.3188 +[2025-02-23 22:20:32,472 INFO hook.py line 289 2996285] Test: [12/78] Loss 1.0299 +[2025-02-23 22:20:32,519 INFO hook.py line 289 2996285] Test: [13/78] Loss 0.8843 +[2025-02-23 22:20:32,573 INFO hook.py line 289 2996285] Test: [14/78] Loss 2.4602 +[2025-02-23 22:20:32,701 INFO hook.py line 289 2996285] Test: [15/78] Loss 0.9285 +[2025-02-23 22:20:32,747 INFO hook.py line 289 2996285] Test: [16/78] Loss 0.0563 +[2025-02-23 22:20:32,785 INFO hook.py line 289 2996285] Test: [17/78] Loss 0.4408 +[2025-02-23 22:20:32,816 INFO hook.py line 289 2996285] Test: [18/78] Loss 0.6538 +[2025-02-23 22:20:32,856 INFO hook.py line 289 2996285] Test: [19/78] Loss 0.7036 +[2025-02-23 22:20:32,889 INFO hook.py line 289 2996285] Test: [20/78] Loss 1.3335 +[2025-02-23 22:20:32,925 INFO hook.py line 289 2996285] Test: [21/78] Loss 0.1938 +[2025-02-23 22:20:32,961 INFO hook.py line 289 2996285] Test: [22/78] Loss 1.2393 +[2025-02-23 22:20:32,996 INFO hook.py line 289 2996285] Test: [23/78] Loss 0.8711 +[2025-02-23 22:20:33,036 INFO hook.py line 289 2996285] Test: [24/78] Loss 0.8188 +[2025-02-23 22:20:33,075 INFO hook.py line 289 2996285] Test: [25/78] Loss 0.6481 +[2025-02-23 22:20:33,112 INFO hook.py line 289 2996285] Test: [26/78] Loss 0.5029 +[2025-02-23 22:20:33,159 INFO hook.py line 289 2996285] Test: [27/78] Loss 1.4333 +[2025-02-23 22:20:33,191 INFO hook.py line 289 2996285] Test: [28/78] Loss 0.2823 +[2025-02-23 22:20:33,216 INFO hook.py line 289 2996285] Test: [29/78] Loss 0.1889 +[2025-02-23 22:20:33,270 INFO hook.py line 289 2996285] Test: [30/78] Loss 0.2497 +[2025-02-23 22:20:33,323 INFO hook.py line 289 2996285] Test: [31/78] Loss 0.2918 +[2025-02-23 22:20:33,354 INFO hook.py line 289 2996285] Test: [32/78] Loss 0.3761 +[2025-02-23 22:20:33,403 INFO hook.py line 289 2996285] Test: [33/78] Loss 0.1535 +[2025-02-23 22:20:33,438 INFO hook.py line 289 2996285] Test: [34/78] Loss 0.7622 +[2025-02-23 22:20:33,471 INFO hook.py line 289 2996285] Test: [35/78] Loss 0.3988 +[2025-02-23 22:20:33,507 INFO hook.py line 289 2996285] Test: [36/78] Loss 0.7644 +[2025-02-23 22:20:33,542 INFO hook.py line 289 2996285] Test: [37/78] Loss 0.6277 +[2025-02-23 22:20:33,571 INFO hook.py line 289 2996285] Test: [38/78] Loss 0.1860 +[2025-02-23 22:20:33,626 INFO hook.py line 289 2996285] Test: [39/78] Loss 1.7140 +[2025-02-23 22:20:33,667 INFO hook.py line 289 2996285] Test: [40/78] Loss 1.3529 +[2025-02-23 22:20:33,707 INFO hook.py line 289 2996285] Test: [41/78] Loss 1.1023 +[2025-02-23 22:20:33,732 INFO hook.py line 289 2996285] Test: [42/78] Loss 0.1205 +[2025-02-23 22:20:33,764 INFO hook.py line 289 2996285] Test: [43/78] Loss 0.0710 +[2025-02-23 22:20:33,819 INFO hook.py line 289 2996285] Test: [44/78] Loss 0.3312 +[2025-02-23 22:20:33,852 INFO hook.py line 289 2996285] Test: [45/78] Loss 0.4211 +[2025-02-23 22:20:33,896 INFO hook.py line 289 2996285] Test: [46/78] Loss 0.6685 +[2025-02-23 22:20:33,930 INFO hook.py line 289 2996285] Test: [47/78] Loss 1.0247 +[2025-02-23 22:20:33,960 INFO hook.py line 289 2996285] Test: [48/78] Loss 0.3134 +[2025-02-23 22:20:33,988 INFO hook.py line 289 2996285] Test: [49/78] Loss 1.3970 +[2025-02-23 22:20:34,017 INFO hook.py line 289 2996285] Test: [50/78] Loss 0.6506 +[2025-02-23 22:20:34,043 INFO hook.py line 289 2996285] Test: [51/78] Loss 1.3336 +[2025-02-23 22:20:34,074 INFO hook.py line 289 2996285] Test: [52/78] Loss 0.5881 +[2025-02-23 22:20:34,097 INFO hook.py line 289 2996285] Test: [53/78] Loss 0.2410 +[2025-02-23 22:20:34,128 INFO hook.py line 289 2996285] Test: [54/78] Loss 2.3853 +[2025-02-23 22:20:34,161 INFO hook.py line 289 2996285] Test: [55/78] Loss 0.0206 +[2025-02-23 22:20:34,197 INFO hook.py line 289 2996285] Test: [56/78] Loss 0.1762 +[2025-02-23 22:20:34,226 INFO hook.py line 289 2996285] Test: [57/78] Loss 0.6039 +[2025-02-23 22:20:34,249 INFO hook.py line 289 2996285] Test: [58/78] Loss 0.2945 +[2025-02-23 22:20:34,284 INFO hook.py line 289 2996285] Test: [59/78] Loss 0.8510 +[2025-02-23 22:20:34,314 INFO hook.py line 289 2996285] Test: [60/78] Loss 0.2204 +[2025-02-23 22:20:34,337 INFO hook.py line 289 2996285] Test: [61/78] Loss 0.4232 +[2025-02-23 22:20:34,368 INFO hook.py line 289 2996285] Test: [62/78] Loss 0.4683 +[2025-02-23 22:20:34,401 INFO hook.py line 289 2996285] Test: [63/78] Loss 0.9895 +[2025-02-23 22:20:34,454 INFO hook.py line 289 2996285] Test: [64/78] Loss 0.9213 +[2025-02-23 22:20:34,479 INFO hook.py line 289 2996285] Test: [65/78] Loss 1.0118 +[2025-02-23 22:20:34,516 INFO hook.py line 289 2996285] Test: [66/78] Loss 0.6555 +[2025-02-23 22:20:34,550 INFO hook.py line 289 2996285] Test: [67/78] Loss 0.1566 +[2025-02-23 22:20:34,580 INFO hook.py line 289 2996285] Test: [68/78] Loss 0.6103 +[2025-02-23 22:20:34,607 INFO hook.py line 289 2996285] Test: [69/78] Loss 0.3511 +[2025-02-23 22:20:34,658 INFO hook.py line 289 2996285] Test: [70/78] Loss 0.7349 +[2025-02-23 22:20:34,697 INFO hook.py line 289 2996285] Test: [71/78] Loss 0.8790 +[2025-02-23 22:20:34,745 INFO hook.py line 289 2996285] Test: [72/78] Loss 0.2950 +[2025-02-23 22:20:34,790 INFO hook.py line 289 2996285] Test: [73/78] Loss 0.1357 +[2025-02-23 22:20:34,827 INFO hook.py line 289 2996285] Test: [74/78] Loss 2.1304 +[2025-02-23 22:20:34,872 INFO hook.py line 289 2996285] Test: [75/78] Loss 0.3670 +[2025-02-23 22:20:34,896 INFO hook.py line 289 2996285] Test: [76/78] Loss 0.8921 +[2025-02-23 22:20:34,947 INFO hook.py line 289 2996285] Test: [77/78] Loss 0.1225 +[2025-02-23 22:20:34,971 INFO hook.py line 289 2996285] Test: [78/78] Loss 0.5130 +[2025-02-23 22:20:36,175 INFO hook.py line 217 2996285] ######################################## +[2025-02-23 22:20:36,176 INFO hook.py line 222 2996285] what : mIoU Acc +[2025-02-23 22:20:36,176 INFO hook.py line 223 2996285] ######################################## +[2025-02-23 22:20:36,176 INFO hook.py line 232 2996285] wall : 0.8706 0.9557 +[2025-02-23 22:20:36,176 INFO hook.py line 232 2996285] floor : 0.9649 0.9862 +[2025-02-23 22:20:36,176 INFO hook.py line 232 2996285] cabinet : 0.7148 0.8370 +[2025-02-23 22:20:36,176 INFO hook.py line 232 2996285] bed : 0.8289 0.8796 +[2025-02-23 22:20:36,176 INFO hook.py line 232 2996285] chair : 0.9109 0.9492 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] sofa : 0.8291 0.9357 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] table : 0.7543 0.8497 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] door : 0.7059 0.8126 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] window : 0.6387 0.7633 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] bookshelf : 0.8076 0.8986 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] picture : 0.3785 0.4818 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] counter : 0.7122 0.8130 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] desk : 0.6806 0.8418 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] curtain : 0.7740 0.8489 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] refridgerator : 0.6608 0.6879 +[2025-02-23 22:20:36,177 INFO hook.py line 232 2996285] shower curtain : 0.6914 0.7341 +[2025-02-23 22:20:36,178 INFO hook.py line 232 2996285] toilet : 0.9517 0.9816 +[2025-02-23 22:20:36,178 INFO hook.py line 232 2996285] sink : 0.7135 0.8090 +[2025-02-23 22:20:36,178 INFO hook.py line 232 2996285] bathtub : 0.8828 0.9223 +[2025-02-23 22:20:36,178 INFO hook.py line 232 2996285] otherfurniture : 0.6115 0.6658 +[2025-02-23 22:20:36,178 INFO hook.py line 233 2996285] ######################################## +[2025-02-23 22:20:36,178 INFO hook.py line 234 2996285] Overall: mIoU/mAcc/allAcc 0.7541/0.8327/0.9151. +[2025-02-23 22:20:36,179 INFO hook.py line 306 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<< +[2025-02-23 22:20:36,185 INFO misc.py line 164 2996285] Currently Best mIoU: 0.7563 +[2025-02-23 22:20:36,185 INFO misc.py line 173 2996285] Saving checkpoint to: exp/scannet/semseg-spunet-base-bs32-m5-s1/model/model_last.pth +[2025-02-23 22:20:36,914 INFO hook.py line 312 2996285] Best mIoU: 0.7563 +[2025-02-23 22:20:36,914 INFO misc.py line 259 2996285] >>>>>>>>>>>>>>>> Start Precise Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:20:36,914 INFO test.py line 41 2996285] => Loading config ... +[2025-02-23 22:20:36,914 INFO test.py line 53 2996285] => Building test dataset & dataloader ... +[2025-02-23 22:20:36,916 INFO defaults.py line 68 2996285] Totally 312 x 1 samples in val set. +[2025-02-23 22:20:36,916 INFO misc.py line 270 2996285] => Testing on model_best ... +[2025-02-23 22:20:37,175 INFO test.py line 119 2996285] >>>>>>>>>>>>>>>> Start Evaluation >>>>>>>>>>>>>>>> +[2025-02-23 22:20:47,735 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 0/109 +[2025-02-23 22:20:47,760 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 1/109 +[2025-02-23 22:20:47,784 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 2/109 +[2025-02-23 22:20:47,804 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 3/109 +[2025-02-23 22:20:47,819 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 4/109 +[2025-02-23 22:20:47,834 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 5/109 +[2025-02-23 22:20:47,850 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 6/109 +[2025-02-23 22:20:47,865 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 7/109 +[2025-02-23 22:20:47,881 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 8/109 +[2025-02-23 22:20:47,896 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 9/109 +[2025-02-23 22:20:47,912 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 10/109 +[2025-02-23 22:20:47,927 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 11/109 +[2025-02-23 22:20:47,948 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 12/109 +[2025-02-23 22:20:47,971 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 13/109 +[2025-02-23 22:20:47,995 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 14/109 +[2025-02-23 22:20:48,019 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 15/109 +[2025-02-23 22:20:48,043 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 16/109 +[2025-02-23 22:20:48,059 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 17/109 +[2025-02-23 22:20:48,076 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 18/109 +[2025-02-23 22:20:48,092 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 19/109 +[2025-02-23 22:20:48,108 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 20/109 +[2025-02-23 22:20:48,124 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 21/109 +[2025-02-23 22:20:48,140 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 22/109 +[2025-02-23 22:20:48,156 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 23/109 +[2025-02-23 22:20:48,172 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 24/109 +[2025-02-23 22:20:48,188 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 25/109 +[2025-02-23 22:20:48,204 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 26/109 +[2025-02-23 22:20:48,219 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 27/109 +[2025-02-23 22:20:48,235 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 28/109 +[2025-02-23 22:20:48,250 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 29/109 +[2025-02-23 22:20:48,266 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 30/109 +[2025-02-23 22:20:48,281 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 31/109 +[2025-02-23 22:20:48,297 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:20:49,409 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 105/109 +[2025-02-23 22:20:49,424 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 106/109 +[2025-02-23 22:20:49,439 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 107/109 +[2025-02-23 22:20:49,455 INFO test.py line 201 2996285] Test: 1/78-scene0406_02, Batch: 108/109 +[2025-02-23 22:20:49,484 INFO test.py line 289 2996285] Test: scene0406_02 [1/78]-41752 Batch 1.779 (1.779) Accuracy 0.9863 (0.4927) mIoU 0.9729 (0.4865) +[2025-02-23 22:20:51,658 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 0/134 +[2025-02-23 22:20:51,695 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 1/134 +[2025-02-23 22:20:51,739 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 2/134 +[2025-02-23 22:20:51,786 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 3/134 +[2025-02-23 22:20:51,827 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:20:56,109 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 98/134 +[2025-02-23 22:20:56,144 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 99/134 +[2025-02-23 22:20:56,177 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 100/134 +[2025-02-23 22:20:56,211 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 101/134 +[2025-02-23 22:20:56,244 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 102/134 +[2025-02-23 22:20:56,277 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 103/134 +[2025-02-23 22:20:56,323 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 104/134 +[2025-02-23 22:20:56,356 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 105/134 +[2025-02-23 22:20:56,389 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 106/134 +[2025-02-23 22:20:56,422 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 107/134 +[2025-02-23 22:20:56,456 INFO 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Test: 2/78-scene0593_00, Batch: 118/134 +[2025-02-23 22:20:56,829 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 119/134 +[2025-02-23 22:20:56,863 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 120/134 +[2025-02-23 22:20:56,896 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 121/134 +[2025-02-23 22:20:56,930 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 122/134 +[2025-02-23 22:20:56,965 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 123/134 +[2025-02-23 22:20:56,997 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 124/134 +[2025-02-23 22:20:57,031 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 125/134 +[2025-02-23 22:20:57,064 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 126/134 +[2025-02-23 22:20:57,096 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 127/134 +[2025-02-23 22:20:57,129 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 128/134 +[2025-02-23 22:20:57,162 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 129/134 +[2025-02-23 22:20:57,195 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 130/134 +[2025-02-23 22:20:57,228 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 131/134 +[2025-02-23 22:20:57,260 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 132/134 +[2025-02-23 22:20:57,293 INFO test.py line 201 2996285] Test: 2/78-scene0593_00, Batch: 133/134 +[2025-02-23 22:20:57,525 INFO test.py line 289 2996285] Test: scene0593_00 [2/78]-211902 Batch 5.905 (3.842) Accuracy 0.9639 (0.6287) mIoU 0.7411 (0.6179) +[2025-02-23 22:20:57,550 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 0/143 +[2025-02-23 22:20:57,574 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 1/143 +[2025-02-23 22:20:57,597 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 2/143 +[2025-02-23 22:20:57,622 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 3/143 +[2025-02-23 22:20:57,645 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 4/143 +[2025-02-23 22:20:57,669 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 5/143 +[2025-02-23 22:20:57,694 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 6/143 +[2025-02-23 22:20:57,717 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 7/143 +[2025-02-23 22:20:57,741 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 8/143 +[2025-02-23 22:20:57,764 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 9/143 +[2025-02-23 22:20:57,788 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 10/143 +[2025-02-23 22:20:57,810 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 11/143 +[2025-02-23 22:20:57,834 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 12/143 +[2025-02-23 22:20:57,857 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 13/143 +[2025-02-23 22:20:57,881 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 14/143 +[2025-02-23 22:20:57,905 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 15/143 +[2025-02-23 22:20:57,937 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 16/143 +[2025-02-23 22:20:57,970 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 17/143 +[2025-02-23 22:20:58,004 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 18/143 +[2025-02-23 22:20:58,037 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 19/143 +[2025-02-23 22:20:58,060 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 20/143 +[2025-02-23 22:20:58,083 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 21/143 +[2025-02-23 22:20:58,106 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 22/143 +[2025-02-23 22:20:58,129 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 23/143 +[2025-02-23 22:20:58,153 INFO test.py 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+[2025-02-23 22:20:58,705 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 45/143 +[2025-02-23 22:20:58,728 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 46/143 +[2025-02-23 22:20:58,753 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 47/143 +[2025-02-23 22:20:58,775 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 48/143 +[2025-02-23 22:20:58,798 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 49/143 +[2025-02-23 22:20:58,825 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 50/143 +[2025-02-23 22:20:58,850 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 51/143 +[2025-02-23 22:20:58,875 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 52/143 +[2025-02-23 22:20:58,898 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 53/143 +[2025-02-23 22:20:58,919 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 54/143 +[2025-02-23 22:20:58,942 INFO test.py 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+[2025-02-23 22:21:00,361 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 107/143 +[2025-02-23 22:21:00,384 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 108/143 +[2025-02-23 22:21:00,408 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 109/143 +[2025-02-23 22:21:00,429 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 110/143 +[2025-02-23 22:21:00,453 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 111/143 +[2025-02-23 22:21:00,475 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 112/143 +[2025-02-23 22:21:00,499 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 113/143 +[2025-02-23 22:21:00,520 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 114/143 +[2025-02-23 22:21:00,543 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 115/143 +[2025-02-23 22:21:00,566 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 116/143 +[2025-02-23 22:21:00,590 INFO 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Test: 3/78-scene0356_01, Batch: 127/143 +[2025-02-23 22:21:00,849 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 128/143 +[2025-02-23 22:21:00,872 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 129/143 +[2025-02-23 22:21:00,895 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 130/143 +[2025-02-23 22:21:00,919 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 131/143 +[2025-02-23 22:21:00,945 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 132/143 +[2025-02-23 22:21:00,968 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 133/143 +[2025-02-23 22:21:00,993 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 134/143 +[2025-02-23 22:21:01,020 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 135/143 +[2025-02-23 22:21:01,045 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 136/143 +[2025-02-23 22:21:01,069 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 137/143 +[2025-02-23 22:21:01,094 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 138/143 +[2025-02-23 22:21:01,116 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 139/143 +[2025-02-23 22:21:01,140 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 140/143 +[2025-02-23 22:21:01,163 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 141/143 +[2025-02-23 22:21:01,186 INFO test.py line 201 2996285] Test: 3/78-scene0356_01, Batch: 142/143 +[2025-02-23 22:21:01,292 INFO test.py line 289 2996285] Test: scene0356_01 [3/78]-96610 Batch 3.767 (3.817) Accuracy 0.9649 (0.7768) mIoU 0.7488 (0.7580) +[2025-02-23 22:21:01,337 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 0/142 +[2025-02-23 22:21:01,364 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 1/142 +[2025-02-23 22:21:01,389 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 2/142 +[2025-02-23 22:21:01,416 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 3/142 +[2025-02-23 22:21:01,440 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 4/142 +[2025-02-23 22:21:01,465 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 5/142 +[2025-02-23 22:21:01,489 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 6/142 +[2025-02-23 22:21:01,512 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 7/142 +[2025-02-23 22:21:01,536 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 8/142 +[2025-02-23 22:21:01,560 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 9/142 +[2025-02-23 22:21:01,596 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 10/142 +[2025-02-23 22:21:01,620 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 11/142 +[2025-02-23 22:21:01,646 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 12/142 +[2025-02-23 22:21:01,671 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 13/142 +[2025-02-23 22:21:01,696 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 14/142 +[2025-02-23 22:21:01,727 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 15/142 +[2025-02-23 22:21:01,753 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 16/142 +[2025-02-23 22:21:01,788 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 17/142 +[2025-02-23 22:21:01,815 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 18/142 +[2025-02-23 22:21:01,838 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 19/142 +[2025-02-23 22:21:01,862 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 20/142 +[2025-02-23 22:21:01,892 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 21/142 +[2025-02-23 22:21:01,918 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 22/142 +[2025-02-23 22:21:01,944 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 23/142 +[2025-02-23 22:21:01,968 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 24/142 +[2025-02-23 22:21:01,997 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 25/142 +[2025-02-23 22:21:02,022 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 26/142 +[2025-02-23 22:21:02,074 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 27/142 +[2025-02-23 22:21:02,125 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 28/142 +[2025-02-23 22:21:02,176 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 29/142 +[2025-02-23 22:21:02,203 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 30/142 +[2025-02-23 22:21:02,227 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 31/142 +[2025-02-23 22:21:02,252 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 32/142 +[2025-02-23 22:21:02,276 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 33/142 +[2025-02-23 22:21:02,302 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:02,602 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 45/142 +[2025-02-23 22:21:02,628 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 46/142 +[2025-02-23 22:21:02,652 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 47/142 +[2025-02-23 22:21:02,678 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 48/142 +[2025-02-23 22:21:02,702 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 49/142 +[2025-02-23 22:21:02,731 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 50/142 +[2025-02-23 22:21:02,756 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 51/142 +[2025-02-23 22:21:02,783 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 52/142 +[2025-02-23 22:21:02,831 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 53/142 +[2025-02-23 22:21:02,867 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 54/142 +[2025-02-23 22:21:02,898 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 55/142 +[2025-02-23 22:21:02,931 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 56/142 +[2025-02-23 22:21:02,967 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 57/142 +[2025-02-23 22:21:03,002 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 58/142 +[2025-02-23 22:21:03,035 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 59/142 +[2025-02-23 22:21:03,072 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 60/142 +[2025-02-23 22:21:03,108 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 61/142 +[2025-02-23 22:21:03,145 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 62/142 +[2025-02-23 22:21:03,184 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 63/142 +[2025-02-23 22:21:03,222 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 64/142 +[2025-02-23 22:21:03,258 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:03,582 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 76/142 +[2025-02-23 22:21:03,607 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 77/142 +[2025-02-23 22:21:03,636 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 78/142 +[2025-02-23 22:21:03,663 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 79/142 +[2025-02-23 22:21:03,689 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 80/142 +[2025-02-23 22:21:03,715 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 81/142 +[2025-02-23 22:21:03,740 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 82/142 +[2025-02-23 22:21:03,765 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 83/142 +[2025-02-23 22:21:03,790 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 84/142 +[2025-02-23 22:21:03,815 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 85/142 +[2025-02-23 22:21:03,842 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 86/142 +[2025-02-23 22:21:03,867 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 87/142 +[2025-02-23 22:21:03,893 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 88/142 +[2025-02-23 22:21:03,919 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 89/142 +[2025-02-23 22:21:03,946 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 90/142 +[2025-02-23 22:21:03,973 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 91/142 +[2025-02-23 22:21:04,000 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 92/142 +[2025-02-23 22:21:04,025 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 93/142 +[2025-02-23 22:21:04,051 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 94/142 +[2025-02-23 22:21:04,076 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 95/142 +[2025-02-23 22:21:04,102 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:04,425 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 107/142 +[2025-02-23 22:21:04,450 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 108/142 +[2025-02-23 22:21:04,477 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 109/142 +[2025-02-23 22:21:04,503 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 110/142 +[2025-02-23 22:21:04,530 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 111/142 +[2025-02-23 22:21:04,558 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 112/142 +[2025-02-23 22:21:04,584 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 113/142 +[2025-02-23 22:21:04,611 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 114/142 +[2025-02-23 22:21:04,641 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 115/142 +[2025-02-23 22:21:04,668 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 116/142 +[2025-02-23 22:21:04,697 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 117/142 +[2025-02-23 22:21:04,724 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 118/142 +[2025-02-23 22:21:04,749 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 119/142 +[2025-02-23 22:21:04,774 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 120/142 +[2025-02-23 22:21:04,802 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 121/142 +[2025-02-23 22:21:04,829 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 122/142 +[2025-02-23 22:21:04,855 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 123/142 +[2025-02-23 22:21:04,881 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 124/142 +[2025-02-23 22:21:04,909 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 125/142 +[2025-02-23 22:21:04,939 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 126/142 +[2025-02-23 22:21:04,966 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 127/142 +[2025-02-23 22:21:04,993 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 128/142 +[2025-02-23 22:21:05,020 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 129/142 +[2025-02-23 22:21:05,048 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 130/142 +[2025-02-23 22:21:05,074 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 131/142 +[2025-02-23 22:21:05,107 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 132/142 +[2025-02-23 22:21:05,132 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 133/142 +[2025-02-23 22:21:05,159 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 134/142 +[2025-02-23 22:21:05,184 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 135/142 +[2025-02-23 22:21:05,210 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 136/142 +[2025-02-23 22:21:05,236 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 137/142 +[2025-02-23 22:21:05,263 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 138/142 +[2025-02-23 22:21:05,288 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 139/142 +[2025-02-23 22:21:05,315 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 140/142 +[2025-02-23 22:21:05,342 INFO test.py line 201 2996285] Test: 4/78-scene0578_02, Batch: 141/142 +[2025-02-23 22:21:05,486 INFO test.py line 289 2996285] Test: scene0578_02 [4/78]-128553 Batch 4.194 (3.911) Accuracy 0.9490 (0.7534) mIoU 0.7780 (0.7261) +[2025-02-23 22:21:05,517 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 0/113 +[2025-02-23 22:21:05,541 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 1/113 +[2025-02-23 22:21:05,564 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 2/113 +[2025-02-23 22:21:05,588 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 3/113 +[2025-02-23 22:21:05,612 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 4/113 +[2025-02-23 22:21:05,635 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 5/113 +[2025-02-23 22:21:05,658 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 6/113 +[2025-02-23 22:21:05,682 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 7/113 +[2025-02-23 22:21:05,704 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 8/113 +[2025-02-23 22:21:05,727 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 9/113 +[2025-02-23 22:21:05,749 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 10/113 +[2025-02-23 22:21:05,772 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 11/113 +[2025-02-23 22:21:05,795 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 12/113 +[2025-02-23 22:21:05,818 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 13/113 +[2025-02-23 22:21:05,842 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 14/113 +[2025-02-23 22:21:05,864 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 15/113 +[2025-02-23 22:21:05,887 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 16/113 +[2025-02-23 22:21:05,910 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 17/113 +[2025-02-23 22:21:05,934 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 18/113 +[2025-02-23 22:21:05,958 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 19/113 +[2025-02-23 22:21:06,004 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 20/113 +[2025-02-23 22:21:06,029 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 21/113 +[2025-02-23 22:21:06,052 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 22/113 +[2025-02-23 22:21:06,078 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 23/113 +[2025-02-23 22:21:06,102 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 24/113 +[2025-02-23 22:21:06,125 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 25/113 +[2025-02-23 22:21:06,148 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 26/113 +[2025-02-23 22:21:06,172 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 27/113 +[2025-02-23 22:21:06,195 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 28/113 +[2025-02-23 22:21:06,219 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 29/113 +[2025-02-23 22:21:06,242 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 30/113 +[2025-02-23 22:21:06,265 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 31/113 +[2025-02-23 22:21:06,290 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 32/113 +[2025-02-23 22:21:06,313 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 33/113 +[2025-02-23 22:21:06,337 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 34/113 +[2025-02-23 22:21:06,360 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:06,630 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 46/113 +[2025-02-23 22:21:06,652 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 47/113 +[2025-02-23 22:21:06,676 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 48/113 +[2025-02-23 22:21:06,714 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 49/113 +[2025-02-23 22:21:06,739 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 50/113 +[2025-02-23 22:21:06,764 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 51/113 +[2025-02-23 22:21:06,789 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 52/113 +[2025-02-23 22:21:06,813 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 53/113 +[2025-02-23 22:21:06,839 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 54/113 +[2025-02-23 22:21:06,864 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 55/113 +[2025-02-23 22:21:06,886 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 56/113 +[2025-02-23 22:21:06,909 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 57/113 +[2025-02-23 22:21:06,932 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 58/113 +[2025-02-23 22:21:06,954 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 59/113 +[2025-02-23 22:21:06,978 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 60/113 +[2025-02-23 22:21:07,000 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 61/113 +[2025-02-23 22:21:07,023 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 62/113 +[2025-02-23 22:21:07,047 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 63/113 +[2025-02-23 22:21:07,070 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 64/113 +[2025-02-23 22:21:07,093 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 65/113 +[2025-02-23 22:21:07,116 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:07,387 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 77/113 +[2025-02-23 22:21:07,410 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 78/113 +[2025-02-23 22:21:07,433 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 79/113 +[2025-02-23 22:21:07,456 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 80/113 +[2025-02-23 22:21:07,486 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 81/113 +[2025-02-23 22:21:07,509 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 82/113 +[2025-02-23 22:21:07,534 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 83/113 +[2025-02-23 22:21:07,559 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 84/113 +[2025-02-23 22:21:07,591 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 85/113 +[2025-02-23 22:21:07,616 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 86/113 +[2025-02-23 22:21:07,640 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 87/113 +[2025-02-23 22:21:07,665 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 88/113 +[2025-02-23 22:21:07,688 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 89/113 +[2025-02-23 22:21:07,712 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 90/113 +[2025-02-23 22:21:07,739 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 91/113 +[2025-02-23 22:21:07,764 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 92/113 +[2025-02-23 22:21:07,787 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 93/113 +[2025-02-23 22:21:07,812 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 94/113 +[2025-02-23 22:21:07,835 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 95/113 +[2025-02-23 22:21:07,859 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 96/113 +[2025-02-23 22:21:07,883 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 97/113 +[2025-02-23 22:21:07,907 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 98/113 +[2025-02-23 22:21:07,931 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 99/113 +[2025-02-23 22:21:07,958 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 100/113 +[2025-02-23 22:21:07,983 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 101/113 +[2025-02-23 22:21:08,008 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 102/113 +[2025-02-23 22:21:08,033 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 103/113 +[2025-02-23 22:21:08,056 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 104/113 +[2025-02-23 22:21:08,085 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 105/113 +[2025-02-23 22:21:08,109 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 106/113 +[2025-02-23 22:21:08,132 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 107/113 +[2025-02-23 22:21:08,155 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 108/113 +[2025-02-23 22:21:08,178 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 109/113 +[2025-02-23 22:21:08,202 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 110/113 +[2025-02-23 22:21:08,227 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 111/113 +[2025-02-23 22:21:08,250 INFO test.py line 201 2996285] Test: 5/78-scene0077_01, Batch: 112/113 +[2025-02-23 22:21:08,352 INFO test.py line 289 2996285] Test: scene0077_01 [5/78]-90381 Batch 2.865 (3.702) Accuracy 0.9778 (0.7994) mIoU 0.9441 (0.7615) +[2025-02-23 22:21:08,379 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 0/121 +[2025-02-23 22:21:08,404 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 1/121 +[2025-02-23 22:21:08,429 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 2/121 +[2025-02-23 22:21:08,454 INFO test.py line 201 2996285] Test: 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22:21:08,750 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 14/121 +[2025-02-23 22:21:08,773 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 15/121 +[2025-02-23 22:21:08,796 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 16/121 +[2025-02-23 22:21:08,823 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 17/121 +[2025-02-23 22:21:08,849 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 18/121 +[2025-02-23 22:21:08,879 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 19/121 +[2025-02-23 22:21:08,906 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 20/121 +[2025-02-23 22:21:08,931 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 21/121 +[2025-02-23 22:21:08,954 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 22/121 +[2025-02-23 22:21:08,978 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 23/121 +[2025-02-23 22:21:08,999 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 24/121 +[2025-02-23 22:21:09,019 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 25/121 +[2025-02-23 22:21:09,038 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 26/121 +[2025-02-23 22:21:09,058 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 27/121 +[2025-02-23 22:21:09,078 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 28/121 +[2025-02-23 22:21:09,097 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 29/121 +[2025-02-23 22:21:09,117 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 30/121 +[2025-02-23 22:21:09,137 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 31/121 +[2025-02-23 22:21:09,157 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 32/121 +[2025-02-23 22:21:09,176 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 33/121 +[2025-02-23 22:21:09,196 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 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Test: 6/78-scene0382_01, Batch: 117/121 +[2025-02-23 22:21:10,992 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 118/121 +[2025-02-23 22:21:11,011 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 119/121 +[2025-02-23 22:21:11,030 INFO test.py line 201 2996285] Test: 6/78-scene0382_01, Batch: 120/121 +[2025-02-23 22:21:11,095 INFO test.py line 289 2996285] Test: scene0382_01 [6/78]-96933 Batch 2.743 (3.542) Accuracy 0.8049 (0.7948) mIoU 0.4415 (0.7495) +[2025-02-23 22:21:13,990 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 0/134 +[2025-02-23 22:21:14,039 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 1/134 +[2025-02-23 22:21:14,089 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 2/134 +[2025-02-23 22:21:14,140 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 3/134 +[2025-02-23 22:21:14,206 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 4/134 +[2025-02-23 22:21:14,259 INFO test.py 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+[2025-02-23 22:21:17,738 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 78/134 +[2025-02-23 22:21:17,791 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 79/134 +[2025-02-23 22:21:17,842 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 80/134 +[2025-02-23 22:21:17,886 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 81/134 +[2025-02-23 22:21:17,930 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 82/134 +[2025-02-23 22:21:17,974 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 83/134 +[2025-02-23 22:21:18,026 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 84/134 +[2025-02-23 22:21:18,070 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 85/134 +[2025-02-23 22:21:18,116 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 86/134 +[2025-02-23 22:21:18,162 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 87/134 +[2025-02-23 22:21:18,211 INFO test.py 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22:21:19,771 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 119/134 +[2025-02-23 22:21:19,819 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 120/134 +[2025-02-23 22:21:19,867 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 121/134 +[2025-02-23 22:21:19,917 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 122/134 +[2025-02-23 22:21:19,966 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 123/134 +[2025-02-23 22:21:20,012 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 124/134 +[2025-02-23 22:21:20,058 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 125/134 +[2025-02-23 22:21:20,103 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 126/134 +[2025-02-23 22:21:20,150 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 127/134 +[2025-02-23 22:21:20,196 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 128/134 +[2025-02-23 22:21:20,242 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 129/134 +[2025-02-23 22:21:20,290 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 130/134 +[2025-02-23 22:21:20,337 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 131/134 +[2025-02-23 22:21:20,381 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 132/134 +[2025-02-23 22:21:20,428 INFO test.py line 201 2996285] Test: 7/78-scene0653_01, Batch: 133/134 +[2025-02-23 22:21:20,791 INFO test.py line 289 2996285] Test: scene0653_01 [7/78]-331565 Batch 6.859 (4.016) Accuracy 0.9355 (0.7939) mIoU 0.7878 (0.7370) +[2025-02-23 22:21:20,814 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 0/113 +[2025-02-23 22:21:20,835 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 1/113 +[2025-02-23 22:21:20,856 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 2/113 +[2025-02-23 22:21:20,877 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 3/113 +[2025-02-23 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+[2025-02-23 22:21:21,338 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 25/113 +[2025-02-23 22:21:21,360 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 26/113 +[2025-02-23 22:21:21,381 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 27/113 +[2025-02-23 22:21:21,403 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 28/113 +[2025-02-23 22:21:21,422 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 29/113 +[2025-02-23 22:21:21,441 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 30/113 +[2025-02-23 22:21:21,460 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 31/113 +[2025-02-23 22:21:21,479 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 32/113 +[2025-02-23 22:21:21,498 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 33/113 +[2025-02-23 22:21:21,518 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 34/113 +[2025-02-23 22:21:21,538 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 35/113 +[2025-02-23 22:21:21,557 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 36/113 +[2025-02-23 22:21:21,577 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 37/113 +[2025-02-23 22:21:21,596 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 38/113 +[2025-02-23 22:21:21,616 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 39/113 +[2025-02-23 22:21:21,637 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 40/113 +[2025-02-23 22:21:21,657 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 41/113 +[2025-02-23 22:21:21,678 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 42/113 +[2025-02-23 22:21:21,699 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 43/113 +[2025-02-23 22:21:21,721 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 44/113 +[2025-02-23 22:21:21,743 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:21,964 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 56/113 +[2025-02-23 22:21:21,984 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 57/113 +[2025-02-23 22:21:22,004 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 58/113 +[2025-02-23 22:21:22,025 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 59/113 +[2025-02-23 22:21:22,047 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 60/113 +[2025-02-23 22:21:22,068 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 61/113 +[2025-02-23 22:21:22,090 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 62/113 +[2025-02-23 22:21:22,112 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 63/113 +[2025-02-23 22:21:22,135 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 64/113 +[2025-02-23 22:21:22,155 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 65/113 +[2025-02-23 22:21:22,175 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 66/113 +[2025-02-23 22:21:22,196 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 67/113 +[2025-02-23 22:21:22,216 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 68/113 +[2025-02-23 22:21:22,237 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 69/113 +[2025-02-23 22:21:22,257 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 70/113 +[2025-02-23 22:21:22,286 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 71/113 +[2025-02-23 22:21:22,315 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 72/113 +[2025-02-23 22:21:22,348 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 73/113 +[2025-02-23 22:21:22,403 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 74/113 +[2025-02-23 22:21:22,467 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 75/113 +[2025-02-23 22:21:22,507 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:22,873 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 87/113 +[2025-02-23 22:21:22,897 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 88/113 +[2025-02-23 22:21:22,918 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 89/113 +[2025-02-23 22:21:22,940 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 90/113 +[2025-02-23 22:21:22,962 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 91/113 +[2025-02-23 22:21:22,983 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 92/113 +[2025-02-23 22:21:23,004 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 93/113 +[2025-02-23 22:21:23,024 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 94/113 +[2025-02-23 22:21:23,046 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 95/113 +[2025-02-23 22:21:23,067 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 96/113 +[2025-02-23 22:21:23,088 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 97/113 +[2025-02-23 22:21:23,109 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 98/113 +[2025-02-23 22:21:23,130 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 99/113 +[2025-02-23 22:21:23,151 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 100/113 +[2025-02-23 22:21:23,172 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 101/113 +[2025-02-23 22:21:23,193 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 102/113 +[2025-02-23 22:21:23,215 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 103/113 +[2025-02-23 22:21:23,236 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 104/113 +[2025-02-23 22:21:23,256 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 105/113 +[2025-02-23 22:21:23,276 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 106/113 +[2025-02-23 22:21:23,296 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 107/113 +[2025-02-23 22:21:23,317 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 108/113 +[2025-02-23 22:21:23,337 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 109/113 +[2025-02-23 22:21:23,358 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 110/113 +[2025-02-23 22:21:23,379 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 111/113 +[2025-02-23 22:21:23,399 INFO test.py line 201 2996285] Test: 8/78-scene0684_00, Batch: 112/113 +[2025-02-23 22:21:23,443 INFO test.py line 289 2996285] Test: scene0684_00 [8/78]-41364 Batch 2.651 (3.845) Accuracy 0.9776 (0.7946) mIoU 0.7867 (0.7402) +[2025-02-23 22:21:23,477 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 0/130 +[2025-02-23 22:21:23,507 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 1/130 +[2025-02-23 22:21:23,537 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 2/130 +[2025-02-23 22:21:23,567 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 3/130 +[2025-02-23 22:21:23,597 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 4/130 +[2025-02-23 22:21:23,627 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 5/130 +[2025-02-23 22:21:23,657 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 6/130 +[2025-02-23 22:21:23,687 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 7/130 +[2025-02-23 22:21:23,717 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 8/130 +[2025-02-23 22:21:23,747 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 9/130 +[2025-02-23 22:21:23,777 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 10/130 +[2025-02-23 22:21:23,806 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 11/130 +[2025-02-23 22:21:23,836 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 12/130 +[2025-02-23 22:21:23,866 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, 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+[2025-02-23 22:21:24,806 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 45/130 +[2025-02-23 22:21:24,843 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 46/130 +[2025-02-23 22:21:24,884 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 47/130 +[2025-02-23 22:21:24,924 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 48/130 +[2025-02-23 22:21:24,964 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 49/130 +[2025-02-23 22:21:24,996 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 50/130 +[2025-02-23 22:21:25,025 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 51/130 +[2025-02-23 22:21:25,054 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 52/130 +[2025-02-23 22:21:25,084 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 53/130 +[2025-02-23 22:21:25,113 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 54/130 +[2025-02-23 22:21:25,143 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 55/130 +[2025-02-23 22:21:25,185 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 56/130 +[2025-02-23 22:21:25,229 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 57/130 +[2025-02-23 22:21:25,274 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 58/130 +[2025-02-23 22:21:25,303 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 59/130 +[2025-02-23 22:21:25,331 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 60/130 +[2025-02-23 22:21:25,362 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 61/130 +[2025-02-23 22:21:25,390 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 62/130 +[2025-02-23 22:21:25,418 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 63/130 +[2025-02-23 22:21:25,447 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 64/130 +[2025-02-23 22:21:25,475 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:25,800 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 76/130 +[2025-02-23 22:21:25,829 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 77/130 +[2025-02-23 22:21:25,859 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 78/130 +[2025-02-23 22:21:25,888 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 79/130 +[2025-02-23 22:21:25,918 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 80/130 +[2025-02-23 22:21:25,947 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 81/130 +[2025-02-23 22:21:25,978 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 82/130 +[2025-02-23 22:21:26,010 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 83/130 +[2025-02-23 22:21:26,042 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 84/130 +[2025-02-23 22:21:26,074 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 85/130 +[2025-02-23 22:21:26,106 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 86/130 +[2025-02-23 22:21:26,137 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 87/130 +[2025-02-23 22:21:26,169 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 88/130 +[2025-02-23 22:21:26,200 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 89/130 +[2025-02-23 22:21:26,232 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 90/130 +[2025-02-23 22:21:26,263 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 91/130 +[2025-02-23 22:21:26,295 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 92/130 +[2025-02-23 22:21:26,327 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 93/130 +[2025-02-23 22:21:26,360 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 94/130 +[2025-02-23 22:21:26,390 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 95/130 +[2025-02-23 22:21:26,423 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:26,770 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 107/130 +[2025-02-23 22:21:26,802 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 108/130 +[2025-02-23 22:21:26,833 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 109/130 +[2025-02-23 22:21:26,864 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 110/130 +[2025-02-23 22:21:26,896 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 111/130 +[2025-02-23 22:21:26,928 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 112/130 +[2025-02-23 22:21:26,959 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 113/130 +[2025-02-23 22:21:26,993 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 114/130 +[2025-02-23 22:21:27,026 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 115/130 +[2025-02-23 22:21:27,058 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 116/130 +[2025-02-23 22:21:27,090 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 117/130 +[2025-02-23 22:21:27,121 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 118/130 +[2025-02-23 22:21:27,152 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 119/130 +[2025-02-23 22:21:27,182 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 120/130 +[2025-02-23 22:21:27,212 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 121/130 +[2025-02-23 22:21:27,241 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 122/130 +[2025-02-23 22:21:27,281 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 123/130 +[2025-02-23 22:21:27,312 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 124/130 +[2025-02-23 22:21:27,345 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 125/130 +[2025-02-23 22:21:27,376 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 126/130 +[2025-02-23 22:21:27,407 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 127/130 +[2025-02-23 22:21:27,441 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 128/130 +[2025-02-23 22:21:27,470 INFO test.py line 201 2996285] Test: 9/78-scene0257_00, Batch: 129/130 +[2025-02-23 22:21:27,667 INFO test.py line 289 2996285] Test: scene0257_00 [9/78]-180928 Batch 4.224 (3.887) Accuracy 0.9118 (0.7801) mIoU 0.5279 (0.7275) +[2025-02-23 22:21:27,696 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 0/130 +[2025-02-23 22:21:27,721 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 1/130 +[2025-02-23 22:21:27,747 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 2/130 +[2025-02-23 22:21:27,772 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 3/130 +[2025-02-23 22:21:27,798 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 4/130 +[2025-02-23 22:21:27,821 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 5/130 +[2025-02-23 22:21:27,844 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 6/130 +[2025-02-23 22:21:27,866 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 7/130 +[2025-02-23 22:21:27,889 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 8/130 +[2025-02-23 22:21:27,911 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 9/130 +[2025-02-23 22:21:27,935 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 10/130 +[2025-02-23 22:21:27,957 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 11/130 +[2025-02-23 22:21:27,981 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 12/130 +[2025-02-23 22:21:28,004 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 13/130 +[2025-02-23 22:21:28,042 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 14/130 +[2025-02-23 22:21:28,083 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 15/130 +[2025-02-23 22:21:28,126 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:30,933 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 119/130 +[2025-02-23 22:21:30,957 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 120/130 +[2025-02-23 22:21:30,980 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 121/130 +[2025-02-23 22:21:31,004 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 122/130 +[2025-02-23 22:21:31,028 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 123/130 +[2025-02-23 22:21:31,052 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 124/130 +[2025-02-23 22:21:31,076 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 125/130 +[2025-02-23 22:21:31,103 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 126/130 +[2025-02-23 22:21:31,136 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 127/130 +[2025-02-23 22:21:31,170 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 128/130 +[2025-02-23 22:21:31,204 INFO test.py line 201 2996285] Test: 10/78-scene0164_01, Batch: 129/130 +[2025-02-23 22:21:31,308 INFO test.py line 289 2996285] Test: scene0164_01 [10/78]-88073 Batch 3.641 (3.863) Accuracy 0.9437 (0.8305) mIoU 0.7097 (0.7823) +[2025-02-23 22:21:31,361 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 0/130 +[2025-02-23 22:21:31,407 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 1/130 +[2025-02-23 22:21:31,454 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 2/130 +[2025-02-23 22:21:31,505 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 3/130 +[2025-02-23 22:21:31,555 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 4/130 +[2025-02-23 22:21:31,621 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 5/130 +[2025-02-23 22:21:31,665 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, Batch: 6/130 +[2025-02-23 22:21:31,712 INFO test.py line 201 2996285] Test: 11/78-scene0030_00, 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scene0030_00 [11/78]-293811 Batch 5.547 (4.016) Accuracy 0.9536 (0.8821) mIoU 0.7959 (0.8355) +[2025-02-23 22:21:36,883 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 0/143 +[2025-02-23 22:21:36,908 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 1/143 +[2025-02-23 22:21:36,932 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 2/143 +[2025-02-23 22:21:36,956 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 3/143 +[2025-02-23 22:21:36,980 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 4/143 +[2025-02-23 22:21:37,005 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 5/143 +[2025-02-23 22:21:37,029 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 6/143 +[2025-02-23 22:21:37,053 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 7/143 +[2025-02-23 22:21:37,077 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 8/143 +[2025-02-23 22:21:37,101 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 9/143 +[2025-02-23 22:21:37,126 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 10/143 +[2025-02-23 22:21:37,150 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 11/143 +[2025-02-23 22:21:37,174 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 12/143 +[2025-02-23 22:21:37,206 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 13/143 +[2025-02-23 22:21:37,237 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 14/143 +[2025-02-23 22:21:37,261 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 15/143 +[2025-02-23 22:21:37,286 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 16/143 +[2025-02-23 22:21:37,310 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 17/143 +[2025-02-23 22:21:37,334 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 18/143 +[2025-02-23 22:21:37,359 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:40,081 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 122/143 +[2025-02-23 22:21:40,113 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 123/143 +[2025-02-23 22:21:40,138 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 124/143 +[2025-02-23 22:21:40,164 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 125/143 +[2025-02-23 22:21:40,189 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 126/143 +[2025-02-23 22:21:40,214 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 127/143 +[2025-02-23 22:21:40,238 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 128/143 +[2025-02-23 22:21:40,269 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 129/143 +[2025-02-23 22:21:40,295 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 130/143 +[2025-02-23 22:21:40,320 INFO test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 131/143 +[2025-02-23 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test.py line 201 2996285] Test: 12/78-scene0088_01, Batch: 142/143 +[2025-02-23 22:21:40,713 INFO test.py line 289 2996285] Test: scene0088_01 [12/78]-145650 Batch 3.856 (4.003) Accuracy 0.8104 (0.8804) mIoU 0.6222 (0.8272) +[2025-02-23 22:21:40,739 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 0/134 +[2025-02-23 22:21:40,761 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 1/134 +[2025-02-23 22:21:40,783 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 2/134 +[2025-02-23 22:21:40,805 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 3/134 +[2025-02-23 22:21:40,826 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 4/134 +[2025-02-23 22:21:40,849 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 5/134 +[2025-02-23 22:21:40,878 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 6/134 +[2025-02-23 22:21:40,918 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 7/134 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+[2025-02-23 22:21:43,784 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 131/134 +[2025-02-23 22:21:43,809 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 132/134 +[2025-02-23 22:21:43,834 INFO test.py line 201 2996285] Test: 13/78-scene0690_01, Batch: 133/134 +[2025-02-23 22:21:43,957 INFO test.py line 289 2996285] Test: scene0690_01 [13/78]-109935 Batch 3.244 (3.944) Accuracy 0.8687 (0.8762) mIoU 0.4850 (0.8195) +[2025-02-23 22:21:43,989 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 0/126 +[2025-02-23 22:21:44,017 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 1/126 +[2025-02-23 22:21:44,045 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 2/126 +[2025-02-23 22:21:44,075 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 3/126 +[2025-02-23 22:21:44,103 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 4/126 +[2025-02-23 22:21:44,130 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:44,444 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 16/126 +[2025-02-23 22:21:44,473 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 17/126 +[2025-02-23 22:21:44,500 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 18/126 +[2025-02-23 22:21:44,527 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 19/126 +[2025-02-23 22:21:44,555 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 20/126 +[2025-02-23 22:21:44,582 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 21/126 +[2025-02-23 22:21:44,609 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 22/126 +[2025-02-23 22:21:44,646 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 23/126 +[2025-02-23 22:21:44,673 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 24/126 +[2025-02-23 22:21:44,701 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 25/126 +[2025-02-23 22:21:44,729 INFO 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test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 108/126 +[2025-02-23 22:21:47,300 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 109/126 +[2025-02-23 22:21:47,329 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 110/126 +[2025-02-23 22:21:47,358 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 111/126 +[2025-02-23 22:21:47,387 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 112/126 +[2025-02-23 22:21:47,415 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 113/126 +[2025-02-23 22:21:47,444 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 114/126 +[2025-02-23 22:21:47,472 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 115/126 +[2025-02-23 22:21:47,499 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 116/126 +[2025-02-23 22:21:47,527 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 117/126 +[2025-02-23 22:21:47,554 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 118/126 +[2025-02-23 22:21:47,582 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 119/126 +[2025-02-23 22:21:47,609 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 120/126 +[2025-02-23 22:21:47,636 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 121/126 +[2025-02-23 22:21:47,664 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 122/126 +[2025-02-23 22:21:47,691 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 123/126 +[2025-02-23 22:21:47,719 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 124/126 +[2025-02-23 22:21:47,747 INFO test.py line 201 2996285] Test: 14/78-scene0598_00, Batch: 125/126 +[2025-02-23 22:21:47,916 INFO test.py line 289 2996285] Test: scene0598_00 [14/78]-145562 Batch 3.959 (3.945) Accuracy 0.7376 (0.8687) mIoU 0.4358 (0.8106) +[2025-02-23 22:21:47,946 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 0/138 +[2025-02-23 22:21:47,973 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 1/138 +[2025-02-23 22:21:47,999 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 2/138 +[2025-02-23 22:21:48,030 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 3/138 +[2025-02-23 22:21:48,056 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 4/138 +[2025-02-23 22:21:48,082 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 5/138 +[2025-02-23 22:21:48,124 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 6/138 +[2025-02-23 22:21:48,149 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 7/138 +[2025-02-23 22:21:48,175 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 8/138 +[2025-02-23 22:21:48,201 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 9/138 +[2025-02-23 22:21:48,227 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 10/138 +[2025-02-23 22:21:48,252 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 11/138 +[2025-02-23 22:21:48,278 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 12/138 +[2025-02-23 22:21:48,304 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 13/138 +[2025-02-23 22:21:48,338 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 14/138 +[2025-02-23 22:21:48,363 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 15/138 +[2025-02-23 22:21:48,398 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 16/138 +[2025-02-23 22:21:48,424 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 17/138 +[2025-02-23 22:21:48,450 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 18/138 +[2025-02-23 22:21:48,476 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 19/138 +[2025-02-23 22:21:48,502 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 20/138 +[2025-02-23 22:21:48,527 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:51,295 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 124/138 +[2025-02-23 22:21:51,322 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 125/138 +[2025-02-23 22:21:51,349 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 126/138 +[2025-02-23 22:21:51,376 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 127/138 +[2025-02-23 22:21:51,401 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 128/138 +[2025-02-23 22:21:51,426 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 129/138 +[2025-02-23 22:21:51,452 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 130/138 +[2025-02-23 22:21:51,478 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 131/138 +[2025-02-23 22:21:51,503 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 132/138 +[2025-02-23 22:21:51,528 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 133/138 +[2025-02-23 22:21:51,554 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 134/138 +[2025-02-23 22:21:51,580 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 135/138 +[2025-02-23 22:21:51,605 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 136/138 +[2025-02-23 22:21:51,630 INFO test.py line 201 2996285] Test: 15/78-scene0695_00, Batch: 137/138 +[2025-02-23 22:21:51,783 INFO test.py line 289 2996285] Test: scene0695_00 [15/78]-133418 Batch 3.866 (3.940) Accuracy 0.9012 (0.8580) mIoU 0.7225 (0.8014) +[2025-02-23 22:21:51,810 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 0/122 +[2025-02-23 22:21:51,848 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 1/122 +[2025-02-23 22:21:51,885 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 2/122 +[2025-02-23 22:21:51,923 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 3/122 +[2025-02-23 22:21:51,953 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:21:52,227 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 15/122 +[2025-02-23 22:21:52,259 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 16/122 +[2025-02-23 22:21:52,292 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 17/122 +[2025-02-23 22:21:52,327 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 18/122 +[2025-02-23 22:21:52,360 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 19/122 +[2025-02-23 22:21:52,389 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 20/122 +[2025-02-23 22:21:52,422 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 21/122 +[2025-02-23 22:21:52,454 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 22/122 +[2025-02-23 22:21:52,484 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 23/122 +[2025-02-23 22:21:52,517 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 24/122 +[2025-02-23 22:21:52,546 INFO 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test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 107/122 +[2025-02-23 22:21:54,660 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 108/122 +[2025-02-23 22:21:54,688 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 109/122 +[2025-02-23 22:21:54,724 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 110/122 +[2025-02-23 22:21:54,759 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 111/122 +[2025-02-23 22:21:54,788 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 112/122 +[2025-02-23 22:21:54,819 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 113/122 +[2025-02-23 22:21:54,849 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 114/122 +[2025-02-23 22:21:54,885 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 115/122 +[2025-02-23 22:21:54,921 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 116/122 +[2025-02-23 22:21:54,957 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 117/122 +[2025-02-23 22:21:54,984 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 118/122 +[2025-02-23 22:21:55,013 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 119/122 +[2025-02-23 22:21:55,042 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 120/122 +[2025-02-23 22:21:55,071 INFO test.py line 201 2996285] Test: 16/78-scene0342_00, Batch: 121/122 +[2025-02-23 22:21:55,184 INFO test.py line 289 2996285] Test: scene0342_00 [16/78]-89958 Batch 3.400 (3.906) Accuracy 0.9940 (0.8585) mIoU 0.9921 (0.8022) +[2025-02-23 22:21:55,225 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 0/152 +[2025-02-23 22:21:55,263 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 1/152 +[2025-02-23 22:21:55,303 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 2/152 +[2025-02-23 22:21:55,341 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 3/152 +[2025-02-23 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+[2025-02-23 22:21:59,802 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 127/152 +[2025-02-23 22:21:59,839 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 128/152 +[2025-02-23 22:21:59,877 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 129/152 +[2025-02-23 22:21:59,914 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 130/152 +[2025-02-23 22:21:59,950 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 131/152 +[2025-02-23 22:21:59,984 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 132/152 +[2025-02-23 22:22:00,019 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 133/152 +[2025-02-23 22:22:00,055 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 134/152 +[2025-02-23 22:22:00,094 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 135/152 +[2025-02-23 22:22:00,132 INFO test.py line 201 2996285] Test: 17/78-scene0618_00, Batch: 136/152 +[2025-02-23 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+[2025-02-23 22:22:05,306 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 127/139 +[2025-02-23 22:22:05,335 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 128/139 +[2025-02-23 22:22:05,364 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 129/139 +[2025-02-23 22:22:05,394 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 130/139 +[2025-02-23 22:22:05,425 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 131/139 +[2025-02-23 22:22:05,453 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 132/139 +[2025-02-23 22:22:05,482 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 133/139 +[2025-02-23 22:22:05,518 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 134/139 +[2025-02-23 22:22:05,546 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 135/139 +[2025-02-23 22:22:05,576 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 136/139 +[2025-02-23 22:22:05,605 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 137/139 +[2025-02-23 22:22:05,634 INFO test.py line 201 2996285] Test: 18/78-scene0695_02, Batch: 138/139 +[2025-02-23 22:22:05,796 INFO test.py line 289 2996285] Test: scene0695_02 [18/78]-157025 Batch 4.637 (4.062) Accuracy 0.9234 (0.8641) mIoU 0.7207 (0.8076) +[2025-02-23 22:22:05,844 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 0/156 +[2025-02-23 22:22:05,882 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 1/156 +[2025-02-23 22:22:05,921 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 2/156 +[2025-02-23 22:22:05,968 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 3/156 +[2025-02-23 22:22:06,006 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 4/156 +[2025-02-23 22:22:06,045 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 5/156 +[2025-02-23 22:22:06,083 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, 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Batch: 139/156 +[2025-02-23 22:22:11,582 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 140/156 +[2025-02-23 22:22:11,620 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 141/156 +[2025-02-23 22:22:11,659 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 142/156 +[2025-02-23 22:22:11,697 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 143/156 +[2025-02-23 22:22:11,734 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 144/156 +[2025-02-23 22:22:11,771 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 145/156 +[2025-02-23 22:22:11,809 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 146/156 +[2025-02-23 22:22:11,846 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 147/156 +[2025-02-23 22:22:11,883 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 148/156 +[2025-02-23 22:22:11,921 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 149/156 +[2025-02-23 22:22:11,960 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 150/156 +[2025-02-23 22:22:11,997 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 151/156 +[2025-02-23 22:22:12,034 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 152/156 +[2025-02-23 22:22:12,078 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 153/156 +[2025-02-23 22:22:12,115 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 154/156 +[2025-02-23 22:22:12,152 INFO test.py line 201 2996285] Test: 19/78-scene0629_00, Batch: 155/156 +[2025-02-23 22:22:12,455 INFO test.py line 289 2996285] Test: scene0629_00 [19/78]-255083 Batch 6.659 (4.198) Accuracy 0.8728 (0.8643) mIoU 0.4819 (0.8005) +[2025-02-23 22:22:12,483 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 0/125 +[2025-02-23 22:22:12,509 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 1/125 +[2025-02-23 22:22:12,534 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:22:12,812 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 13/125 +[2025-02-23 22:22:12,836 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 14/125 +[2025-02-23 22:22:12,859 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 15/125 +[2025-02-23 22:22:12,890 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 16/125 +[2025-02-23 22:22:12,914 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 17/125 +[2025-02-23 22:22:12,939 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 18/125 +[2025-02-23 22:22:12,963 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 19/125 +[2025-02-23 22:22:12,989 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 20/125 +[2025-02-23 22:22:13,015 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 21/125 +[2025-02-23 22:22:13,043 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 22/125 +[2025-02-23 22:22:13,070 INFO 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line 201 2996285] Test: 20/78-scene0609_01, Batch: 105/125 +[2025-02-23 22:22:15,211 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 106/125 +[2025-02-23 22:22:15,237 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 107/125 +[2025-02-23 22:22:15,262 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 108/125 +[2025-02-23 22:22:15,286 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 109/125 +[2025-02-23 22:22:15,310 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 110/125 +[2025-02-23 22:22:15,334 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 111/125 +[2025-02-23 22:22:15,359 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 112/125 +[2025-02-23 22:22:15,383 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 113/125 +[2025-02-23 22:22:15,409 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 114/125 +[2025-02-23 22:22:15,433 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 115/125 +[2025-02-23 22:22:15,461 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 116/125 +[2025-02-23 22:22:15,486 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 117/125 +[2025-02-23 22:22:15,514 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 118/125 +[2025-02-23 22:22:15,540 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 119/125 +[2025-02-23 22:22:15,566 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 120/125 +[2025-02-23 22:22:15,591 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 121/125 +[2025-02-23 22:22:15,615 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 122/125 +[2025-02-23 22:22:15,638 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 123/125 +[2025-02-23 22:22:15,662 INFO test.py line 201 2996285] Test: 20/78-scene0609_01, Batch: 124/125 +[2025-02-23 22:22:15,788 INFO test.py line 289 2996285] Test: scene0609_01 [20/78]-115550 Batch 3.332 (4.155) Accuracy 0.8405 (0.8563) mIoU 0.4847 (0.7745) +[2025-02-23 22:22:15,825 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 0/130 +[2025-02-23 22:22:15,857 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 1/130 +[2025-02-23 22:22:15,891 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 2/130 +[2025-02-23 22:22:15,927 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 3/130 +[2025-02-23 22:22:15,960 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 4/130 +[2025-02-23 22:22:15,991 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 5/130 +[2025-02-23 22:22:16,023 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 6/130 +[2025-02-23 22:22:16,057 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 7/130 +[2025-02-23 22:22:16,097 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 8/130 +[2025-02-23 22:22:16,130 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 9/130 +[2025-02-23 22:22:16,164 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 10/130 +[2025-02-23 22:22:16,198 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 11/130 +[2025-02-23 22:22:16,231 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 12/130 +[2025-02-23 22:22:16,265 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 13/130 +[2025-02-23 22:22:16,299 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 14/130 +[2025-02-23 22:22:16,332 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 15/130 +[2025-02-23 22:22:16,364 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 16/130 +[2025-02-23 22:22:16,396 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 17/130 +[2025-02-23 22:22:16,428 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 18/130 +[2025-02-23 22:22:16,459 INFO test.py line 201 2996285] Test: 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22:22:17,408 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 40/130 +[2025-02-23 22:22:17,441 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 41/130 +[2025-02-23 22:22:17,474 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 42/130 +[2025-02-23 22:22:17,507 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 43/130 +[2025-02-23 22:22:17,538 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 44/130 +[2025-02-23 22:22:17,570 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 45/130 +[2025-02-23 22:22:17,603 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 46/130 +[2025-02-23 22:22:17,636 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 47/130 +[2025-02-23 22:22:17,668 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 48/130 +[2025-02-23 22:22:17,701 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 49/130 +[2025-02-23 22:22:17,737 INFO test.py line 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Batch: 111/130 +[2025-02-23 22:22:20,044 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 112/130 +[2025-02-23 22:22:20,078 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 113/130 +[2025-02-23 22:22:20,112 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 114/130 +[2025-02-23 22:22:20,149 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 115/130 +[2025-02-23 22:22:20,183 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 116/130 +[2025-02-23 22:22:20,217 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 117/130 +[2025-02-23 22:22:20,255 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 118/130 +[2025-02-23 22:22:20,290 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 119/130 +[2025-02-23 22:22:20,324 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 120/130 +[2025-02-23 22:22:20,358 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 121/130 +[2025-02-23 22:22:20,391 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 122/130 +[2025-02-23 22:22:20,423 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 123/130 +[2025-02-23 22:22:20,456 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 124/130 +[2025-02-23 22:22:20,488 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 125/130 +[2025-02-23 22:22:20,520 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 126/130 +[2025-02-23 22:22:20,552 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 127/130 +[2025-02-23 22:22:20,585 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 128/130 +[2025-02-23 22:22:20,618 INFO test.py line 201 2996285] Test: 21/78-scene0430_00, Batch: 129/130 +[2025-02-23 22:22:20,846 INFO test.py line 289 2996285] Test: scene0430_00 [21/78]-210249 Batch 5.057 (4.198) Accuracy 0.9672 (0.8575) mIoU 0.7863 (0.7761) +[2025-02-23 22:22:20,887 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 0/125 +[2025-02-23 22:22:20,923 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 1/125 +[2025-02-23 22:22:20,959 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 2/125 +[2025-02-23 22:22:20,996 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 3/125 +[2025-02-23 22:22:21,034 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 4/125 +[2025-02-23 22:22:21,071 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 5/125 +[2025-02-23 22:22:21,108 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 6/125 +[2025-02-23 22:22:21,146 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 7/125 +[2025-02-23 22:22:21,184 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 8/125 +[2025-02-23 22:22:21,219 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 9/125 +[2025-02-23 22:22:21,255 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 10/125 +[2025-02-23 22:22:21,291 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 11/125 +[2025-02-23 22:22:21,326 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 12/125 +[2025-02-23 22:22:21,361 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 13/125 +[2025-02-23 22:22:21,397 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 14/125 +[2025-02-23 22:22:21,433 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 15/125 +[2025-02-23 22:22:21,471 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 16/125 +[2025-02-23 22:22:21,508 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 17/125 +[2025-02-23 22:22:21,546 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 18/125 +[2025-02-23 22:22:21,582 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 19/125 +[2025-02-23 22:22:21,618 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 20/125 +[2025-02-23 22:22:21,654 INFO 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line 201 2996285] Test: 22/78-scene0608_02, Batch: 103/125 +[2025-02-23 22:22:24,885 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 104/125 +[2025-02-23 22:22:24,923 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 105/125 +[2025-02-23 22:22:24,962 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 106/125 +[2025-02-23 22:22:25,001 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 107/125 +[2025-02-23 22:22:25,039 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 108/125 +[2025-02-23 22:22:25,077 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 109/125 +[2025-02-23 22:22:25,115 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 110/125 +[2025-02-23 22:22:25,154 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 111/125 +[2025-02-23 22:22:25,191 INFO test.py line 201 2996285] Test: 22/78-scene0608_02, Batch: 112/125 +[2025-02-23 22:22:25,230 INFO test.py line 201 2996285] 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+[2025-02-23 22:22:29,453 INFO test.py line 201 2996285] Test: 23/78-scene0144_01, Batch: 120/125 +[2025-02-23 22:22:29,478 INFO test.py line 201 2996285] Test: 23/78-scene0144_01, Batch: 121/125 +[2025-02-23 22:22:29,503 INFO test.py line 201 2996285] Test: 23/78-scene0144_01, Batch: 122/125 +[2025-02-23 22:22:29,528 INFO test.py line 201 2996285] Test: 23/78-scene0144_01, Batch: 123/125 +[2025-02-23 22:22:29,554 INFO test.py line 201 2996285] Test: 23/78-scene0144_01, Batch: 124/125 +[2025-02-23 22:22:29,677 INFO test.py line 289 2996285] Test: scene0144_01 [23/78]-116341 Batch 3.758 (4.217) Accuracy 0.9218 (0.8539) mIoU 0.5543 (0.7753) +[2025-02-23 22:22:29,707 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 0/145 +[2025-02-23 22:22:29,731 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 1/145 +[2025-02-23 22:22:29,754 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 2/145 +[2025-02-23 22:22:29,778 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:22:30,053 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 14/145 +[2025-02-23 22:22:30,077 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 15/145 +[2025-02-23 22:22:30,122 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 16/145 +[2025-02-23 22:22:30,148 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 17/145 +[2025-02-23 22:22:30,174 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 18/145 +[2025-02-23 22:22:30,200 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 19/145 +[2025-02-23 22:22:30,223 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 20/145 +[2025-02-23 22:22:30,247 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 21/145 +[2025-02-23 22:22:30,271 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 22/145 +[2025-02-23 22:22:30,295 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 23/145 +[2025-02-23 22:22:30,318 INFO 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Batch: 136/145 +[2025-02-23 22:22:33,681 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 137/145 +[2025-02-23 22:22:33,706 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 138/145 +[2025-02-23 22:22:33,730 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 139/145 +[2025-02-23 22:22:33,753 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 140/145 +[2025-02-23 22:22:33,777 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 141/145 +[2025-02-23 22:22:33,801 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 142/145 +[2025-02-23 22:22:33,826 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 143/145 +[2025-02-23 22:22:33,850 INFO test.py line 201 2996285] Test: 24/78-scene0382_00, Batch: 144/145 +[2025-02-23 22:22:33,965 INFO test.py line 289 2996285] Test: scene0382_00 [24/78]-100285 Batch 4.287 (4.220) Accuracy 0.9407 (0.8545) mIoU 0.6287 (0.7762) +[2025-02-23 22:22:33,995 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 0/121 +[2025-02-23 22:22:34,020 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 1/121 +[2025-02-23 22:22:34,046 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 2/121 +[2025-02-23 22:22:34,069 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 3/121 +[2025-02-23 22:22:34,093 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 4/121 +[2025-02-23 22:22:34,116 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 5/121 +[2025-02-23 22:22:34,142 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 6/121 +[2025-02-23 22:22:34,165 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 7/121 +[2025-02-23 22:22:34,188 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 8/121 +[2025-02-23 22:22:34,212 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 9/121 +[2025-02-23 22:22:34,236 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, 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test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 113/121 +[2025-02-23 22:22:36,977 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 114/121 +[2025-02-23 22:22:37,008 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 115/121 +[2025-02-23 22:22:37,031 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 116/121 +[2025-02-23 22:22:37,056 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 117/121 +[2025-02-23 22:22:37,081 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 118/121 +[2025-02-23 22:22:37,105 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 119/121 +[2025-02-23 22:22:37,146 INFO test.py line 201 2996285] Test: 25/78-scene0077_00, Batch: 120/121 +[2025-02-23 22:22:37,254 INFO test.py line 289 2996285] Test: scene0077_00 [25/78]-92807 Batch 3.288 (4.183) Accuracy 0.9302 (0.8557) mIoU 0.7091 (0.7796) +[2025-02-23 22:22:37,303 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 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+[2025-02-23 22:22:40,981 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 124/159 +[2025-02-23 22:22:41,006 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 125/159 +[2025-02-23 22:22:41,031 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 126/159 +[2025-02-23 22:22:41,056 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 127/159 +[2025-02-23 22:22:41,080 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 128/159 +[2025-02-23 22:22:41,105 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 129/159 +[2025-02-23 22:22:41,131 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 130/159 +[2025-02-23 22:22:41,156 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 131/159 +[2025-02-23 22:22:41,186 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 132/159 +[2025-02-23 22:22:41,211 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 133/159 +[2025-02-23 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test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 144/159 +[2025-02-23 22:22:41,508 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 145/159 +[2025-02-23 22:22:41,534 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 146/159 +[2025-02-23 22:22:41,559 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 147/159 +[2025-02-23 22:22:41,583 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 148/159 +[2025-02-23 22:22:41,607 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 149/159 +[2025-02-23 22:22:41,631 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 150/159 +[2025-02-23 22:22:41,655 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 151/159 +[2025-02-23 22:22:41,679 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 152/159 +[2025-02-23 22:22:41,703 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 153/159 +[2025-02-23 22:22:41,730 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 154/159 +[2025-02-23 22:22:41,764 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 155/159 +[2025-02-23 22:22:41,788 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 156/159 +[2025-02-23 22:22:41,812 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 157/159 +[2025-02-23 22:22:41,837 INFO test.py line 201 2996285] Test: 26/78-scene0084_00, Batch: 158/159 +[2025-02-23 22:22:41,973 INFO test.py line 289 2996285] Test: scene0084_00 [26/78]-116845 Batch 4.718 (4.203) Accuracy 0.9407 (0.8383) mIoU 0.6073 (0.7616) +[2025-02-23 22:22:42,009 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 0/121 +[2025-02-23 22:22:42,040 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 1/121 +[2025-02-23 22:22:42,072 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 2/121 +[2025-02-23 22:22:42,103 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 3/121 +[2025-02-23 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Batch: 116/121 +[2025-02-23 22:22:45,960 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 117/121 +[2025-02-23 22:22:45,992 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 118/121 +[2025-02-23 22:22:46,023 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 119/121 +[2025-02-23 22:22:46,054 INFO test.py line 201 2996285] Test: 27/78-scene0608_00, Batch: 120/121 +[2025-02-23 22:22:46,266 INFO test.py line 289 2996285] Test: scene0608_00 [27/78]-186579 Batch 4.293 (4.207) Accuracy 0.8306 (0.8339) mIoU 0.5243 (0.7607) +[2025-02-23 22:22:46,296 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 0/134 +[2025-02-23 22:22:46,325 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 1/134 +[2025-02-23 22:22:46,352 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 2/134 +[2025-02-23 22:22:46,379 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 3/134 +[2025-02-23 22:22:46,412 INFO test.py line 201 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test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 117/134 +[2025-02-23 22:22:49,943 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 118/134 +[2025-02-23 22:22:49,986 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 119/134 +[2025-02-23 22:22:50,013 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 120/134 +[2025-02-23 22:22:50,044 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 121/134 +[2025-02-23 22:22:50,077 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 122/134 +[2025-02-23 22:22:50,109 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 123/134 +[2025-02-23 22:22:50,143 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 124/134 +[2025-02-23 22:22:50,177 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 125/134 +[2025-02-23 22:22:50,211 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 126/134 +[2025-02-23 22:22:50,240 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 127/134 +[2025-02-23 22:22:50,268 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 128/134 +[2025-02-23 22:22:50,297 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 129/134 +[2025-02-23 22:22:50,324 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 130/134 +[2025-02-23 22:22:50,351 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 131/134 +[2025-02-23 22:22:50,377 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 132/134 +[2025-02-23 22:22:50,405 INFO test.py line 201 2996285] Test: 28/78-scene0558_01, Batch: 133/134 +[2025-02-23 22:22:50,560 INFO test.py line 289 2996285] Test: scene0558_01 [28/78]-141342 Batch 4.294 (4.210) Accuracy 0.9677 (0.8345) mIoU 0.6954 (0.7615) +[2025-02-23 22:22:50,600 INFO test.py line 201 2996285] Test: 29/78-scene0430_01, Batch: 0/125 +[2025-02-23 22:22:50,641 INFO test.py line 201 2996285] Test: 29/78-scene0430_01, Batch: 1/125 +[2025-02-23 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+[2025-02-23 22:22:53,986 INFO test.py line 289 2996285] Test: scene0430_01 [29/78]-126166 Batch 3.425 (4.183) Accuracy 0.9544 (0.8348) mIoU 0.6584 (0.7618) +[2025-02-23 22:22:54,018 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 0/144 +[2025-02-23 22:22:54,044 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 1/144 +[2025-02-23 22:22:54,070 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 2/144 +[2025-02-23 22:22:54,095 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 3/144 +[2025-02-23 22:22:54,120 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 4/144 +[2025-02-23 22:22:54,146 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 5/144 +[2025-02-23 22:22:54,172 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 6/144 +[2025-02-23 22:22:54,197 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 7/144 +[2025-02-23 22:22:54,221 INFO test.py line 201 2996285] Test: 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test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 121/144 +[2025-02-23 22:22:57,263 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 122/144 +[2025-02-23 22:22:57,302 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 123/144 +[2025-02-23 22:22:57,340 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 124/144 +[2025-02-23 22:22:57,379 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 125/144 +[2025-02-23 22:22:57,405 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 126/144 +[2025-02-23 22:22:57,432 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 127/144 +[2025-02-23 22:22:57,457 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 128/144 +[2025-02-23 22:22:57,483 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 129/144 +[2025-02-23 22:22:57,508 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 130/144 +[2025-02-23 22:22:57,536 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 131/144 +[2025-02-23 22:22:57,561 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 132/144 +[2025-02-23 22:22:57,586 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 133/144 +[2025-02-23 22:22:57,612 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 134/144 +[2025-02-23 22:22:57,638 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 135/144 +[2025-02-23 22:22:57,667 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 136/144 +[2025-02-23 22:22:57,694 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 137/144 +[2025-02-23 22:22:57,722 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 138/144 +[2025-02-23 22:22:57,749 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 139/144 +[2025-02-23 22:22:57,774 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 140/144 +[2025-02-23 22:22:57,799 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 141/144 +[2025-02-23 22:22:57,825 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 142/144 +[2025-02-23 22:22:57,850 INFO test.py line 201 2996285] Test: 30/78-scene0086_01, Batch: 143/144 +[2025-02-23 22:22:57,992 INFO test.py line 289 2996285] Test: scene0086_01 [30/78]-124210 Batch 4.006 (4.177) Accuracy 0.9531 (0.8373) mIoU 0.8950 (0.7656) +[2025-02-23 22:22:59,839 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 0/138 +[2025-02-23 22:22:59,910 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 1/138 +[2025-02-23 22:22:59,983 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 2/138 +[2025-02-23 22:23:00,040 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 3/138 +[2025-02-23 22:23:00,099 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 4/138 +[2025-02-23 22:23:00,168 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 5/138 +[2025-02-23 22:23:00,230 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 6/138 +[2025-02-23 22:23:00,287 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 7/138 +[2025-02-23 22:23:00,347 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 8/138 +[2025-02-23 22:23:00,411 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 9/138 +[2025-02-23 22:23:00,467 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 10/138 +[2025-02-23 22:23:00,532 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 11/138 +[2025-02-23 22:23:00,589 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 12/138 +[2025-02-23 22:23:00,654 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 13/138 +[2025-02-23 22:23:00,708 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 14/138 +[2025-02-23 22:23:00,767 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 15/138 +[2025-02-23 22:23:00,824 INFO test.py line 201 2996285] Test: 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201 2996285] Test: 31/78-scene0500_00, Batch: 47/138 +[2025-02-23 22:23:02,580 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 48/138 +[2025-02-23 22:23:02,639 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 49/138 +[2025-02-23 22:23:02,691 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 50/138 +[2025-02-23 22:23:02,744 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 51/138 +[2025-02-23 22:23:02,814 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 52/138 +[2025-02-23 22:23:02,866 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 53/138 +[2025-02-23 22:23:02,918 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 54/138 +[2025-02-23 22:23:02,970 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 55/138 +[2025-02-23 22:23:03,022 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 56/138 +[2025-02-23 22:23:03,074 INFO test.py line 201 2996285] Test: 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Batch: 108/138 +[2025-02-23 22:23:06,022 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 109/138 +[2025-02-23 22:23:06,079 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 110/138 +[2025-02-23 22:23:06,135 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 111/138 +[2025-02-23 22:23:06,191 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 112/138 +[2025-02-23 22:23:06,247 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 113/138 +[2025-02-23 22:23:06,302 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 114/138 +[2025-02-23 22:23:06,358 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 115/138 +[2025-02-23 22:23:06,416 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 116/138 +[2025-02-23 22:23:06,473 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 117/138 +[2025-02-23 22:23:06,529 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 118/138 +[2025-02-23 22:23:06,585 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 119/138 +[2025-02-23 22:23:06,640 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 120/138 +[2025-02-23 22:23:06,700 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 121/138 +[2025-02-23 22:23:06,757 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 122/138 +[2025-02-23 22:23:06,815 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 123/138 +[2025-02-23 22:23:06,870 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 124/138 +[2025-02-23 22:23:06,926 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 125/138 +[2025-02-23 22:23:06,982 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 126/138 +[2025-02-23 22:23:07,039 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 127/138 +[2025-02-23 22:23:07,092 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 128/138 +[2025-02-23 22:23:07,146 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 129/138 +[2025-02-23 22:23:07,201 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 130/138 +[2025-02-23 22:23:07,253 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 131/138 +[2025-02-23 22:23:07,305 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 132/138 +[2025-02-23 22:23:07,358 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 133/138 +[2025-02-23 22:23:07,420 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 134/138 +[2025-02-23 22:23:07,473 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 135/138 +[2025-02-23 22:23:07,526 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 136/138 +[2025-02-23 22:23:07,579 INFO test.py line 201 2996285] Test: 31/78-scene0500_00, Batch: 137/138 +[2025-02-23 22:23:08,014 INFO test.py line 289 2996285] Test: scene0500_00 [31/78]-396942 Batch 8.249 (4.308) Accuracy 0.9578 (0.8378) mIoU 0.5632 (0.7671) +[2025-02-23 22:23:08,053 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 0/121 +[2025-02-23 22:23:08,086 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 1/121 +[2025-02-23 22:23:08,118 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 2/121 +[2025-02-23 22:23:08,150 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 3/121 +[2025-02-23 22:23:08,182 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 4/121 +[2025-02-23 22:23:08,216 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 5/121 +[2025-02-23 22:23:08,250 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 6/121 +[2025-02-23 22:23:08,288 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 7/121 +[2025-02-23 22:23:08,324 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 8/121 +[2025-02-23 22:23:08,359 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 9/121 +[2025-02-23 22:23:08,393 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 10/121 +[2025-02-23 22:23:08,426 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 11/121 +[2025-02-23 22:23:08,460 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 12/121 +[2025-02-23 22:23:08,491 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 13/121 +[2025-02-23 22:23:08,523 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 14/121 +[2025-02-23 22:23:08,557 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 15/121 +[2025-02-23 22:23:08,596 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 16/121 +[2025-02-23 22:23:08,632 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 17/121 +[2025-02-23 22:23:08,666 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 18/121 +[2025-02-23 22:23:08,701 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 19/121 +[2025-02-23 22:23:08,734 INFO 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Test: 32/78-scene0064_01, Batch: 30/121 +[2025-02-23 22:23:09,098 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 31/121 +[2025-02-23 22:23:09,132 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 32/121 +[2025-02-23 22:23:09,164 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 33/121 +[2025-02-23 22:23:09,196 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 34/121 +[2025-02-23 22:23:09,228 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 35/121 +[2025-02-23 22:23:09,259 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 36/121 +[2025-02-23 22:23:09,291 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 37/121 +[2025-02-23 22:23:09,332 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 38/121 +[2025-02-23 22:23:09,364 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 39/121 +[2025-02-23 22:23:09,396 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, 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22:23:11,180 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 92/121 +[2025-02-23 22:23:11,223 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 93/121 +[2025-02-23 22:23:11,267 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 94/121 +[2025-02-23 22:23:11,311 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 95/121 +[2025-02-23 22:23:11,350 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 96/121 +[2025-02-23 22:23:11,390 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 97/121 +[2025-02-23 22:23:11,424 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 98/121 +[2025-02-23 22:23:11,476 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 99/121 +[2025-02-23 22:23:11,511 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 100/121 +[2025-02-23 22:23:11,546 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 101/121 +[2025-02-23 22:23:11,581 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 102/121 +[2025-02-23 22:23:11,615 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 103/121 +[2025-02-23 22:23:11,649 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 104/121 +[2025-02-23 22:23:11,683 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 105/121 +[2025-02-23 22:23:11,719 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 106/121 +[2025-02-23 22:23:11,754 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 107/121 +[2025-02-23 22:23:11,788 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 108/121 +[2025-02-23 22:23:11,823 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 109/121 +[2025-02-23 22:23:11,857 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 110/121 +[2025-02-23 22:23:11,892 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 111/121 +[2025-02-23 22:23:11,935 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 112/121 +[2025-02-23 22:23:11,969 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 113/121 +[2025-02-23 22:23:12,002 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 114/121 +[2025-02-23 22:23:12,034 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 115/121 +[2025-02-23 22:23:12,065 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 116/121 +[2025-02-23 22:23:12,097 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 117/121 +[2025-02-23 22:23:12,130 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 118/121 +[2025-02-23 22:23:12,162 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 119/121 +[2025-02-23 22:23:12,194 INFO test.py line 201 2996285] Test: 32/78-scene0064_01, Batch: 120/121 +[2025-02-23 22:23:12,411 INFO test.py line 289 2996285] Test: scene0064_01 [32/78]-195252 Batch 4.397 (4.311) Accuracy 0.9392 (0.8382) mIoU 0.6466 (0.7648) +[2025-02-23 22:23:12,436 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 0/117 +[2025-02-23 22:23:12,458 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 1/117 +[2025-02-23 22:23:12,479 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 2/117 +[2025-02-23 22:23:12,500 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 3/117 +[2025-02-23 22:23:12,523 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 4/117 +[2025-02-23 22:23:12,545 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 5/117 +[2025-02-23 22:23:12,567 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 6/117 +[2025-02-23 22:23:12,590 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 7/117 +[2025-02-23 22:23:12,612 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 8/117 +[2025-02-23 22:23:12,636 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 9/117 +[2025-02-23 22:23:12,659 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 10/117 +[2025-02-23 22:23:12,683 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 11/117 +[2025-02-23 22:23:12,707 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 12/117 +[2025-02-23 22:23:12,731 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 13/117 +[2025-02-23 22:23:12,755 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 14/117 +[2025-02-23 22:23:12,778 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 15/117 +[2025-02-23 22:23:12,799 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 16/117 +[2025-02-23 22:23:12,822 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 17/117 +[2025-02-23 22:23:12,844 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 18/117 +[2025-02-23 22:23:12,868 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 19/117 +[2025-02-23 22:23:12,889 INFO test.py line 201 2996285] Test: 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Batch: 112/117 +[2025-02-23 22:23:15,354 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 113/117 +[2025-02-23 22:23:15,377 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 114/117 +[2025-02-23 22:23:15,399 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 115/117 +[2025-02-23 22:23:15,421 INFO test.py line 201 2996285] Test: 33/78-scene0553_01, Batch: 116/117 +[2025-02-23 22:23:15,487 INFO test.py line 289 2996285] Test: scene0553_01 [33/78]-61388 Batch 3.076 (4.273) Accuracy 0.9811 (0.8392) mIoU 0.7854 (0.7664) +[2025-02-23 22:23:15,519 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 0/138 +[2025-02-23 22:23:15,548 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 1/138 +[2025-02-23 22:23:15,577 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 2/138 +[2025-02-23 22:23:15,607 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 3/138 +[2025-02-23 22:23:15,636 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 4/138 +[2025-02-23 22:23:15,672 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 5/138 +[2025-02-23 22:23:15,710 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 6/138 +[2025-02-23 22:23:15,739 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 7/138 +[2025-02-23 22:23:15,770 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 8/138 +[2025-02-23 22:23:15,798 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 9/138 +[2025-02-23 22:23:15,827 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 10/138 +[2025-02-23 22:23:15,858 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 11/138 +[2025-02-23 22:23:15,886 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 12/138 +[2025-02-23 22:23:15,916 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, Batch: 13/138 +[2025-02-23 22:23:15,946 INFO test.py line 201 2996285] Test: 34/78-scene0462_00, 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34/78-scene0462_00, Batch: 137/138 +[2025-02-23 22:23:19,990 INFO test.py line 289 2996285] Test: scene0462_00 [34/78]-156714 Batch 4.503 (4.280) Accuracy 0.9218 (0.8195) mIoU 0.4666 (0.7465) +[2025-02-23 22:23:20,016 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 0/113 +[2025-02-23 22:23:20,039 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 1/113 +[2025-02-23 22:23:20,071 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 2/113 +[2025-02-23 22:23:20,094 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 3/113 +[2025-02-23 22:23:20,115 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 4/113 +[2025-02-23 22:23:20,136 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 5/113 +[2025-02-23 22:23:20,157 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 6/113 +[2025-02-23 22:23:20,179 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 7/113 +[2025-02-23 22:23:20,200 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 8/113 +[2025-02-23 22:23:20,221 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 9/113 +[2025-02-23 22:23:20,243 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 10/113 +[2025-02-23 22:23:20,265 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 11/113 +[2025-02-23 22:23:20,288 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 12/113 +[2025-02-23 22:23:20,311 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 13/113 +[2025-02-23 22:23:20,333 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 14/113 +[2025-02-23 22:23:20,355 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 15/113 +[2025-02-23 22:23:20,377 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 16/113 +[2025-02-23 22:23:20,400 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 17/113 +[2025-02-23 22:23:20,423 INFO test.py line 201 2996285] Test: 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Batch: 110/113 +[2025-02-23 22:23:22,904 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 111/113 +[2025-02-23 22:23:22,934 INFO test.py line 201 2996285] Test: 35/78-scene0146_00, Batch: 112/113 +[2025-02-23 22:23:23,000 INFO test.py line 289 2996285] Test: scene0146_00 [35/78]-60438 Batch 3.010 (4.244) Accuracy 0.9400 (0.8197) mIoU 0.6424 (0.7465) +[2025-02-23 22:23:23,038 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 0/134 +[2025-02-23 22:23:23,068 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 1/134 +[2025-02-23 22:23:23,100 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 2/134 +[2025-02-23 22:23:23,131 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 3/134 +[2025-02-23 22:23:23,161 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 4/134 +[2025-02-23 22:23:23,191 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 5/134 +[2025-02-23 22:23:23,222 INFO test.py line 201 2996285] 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test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 119/134 +[2025-02-23 22:23:26,834 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 120/134 +[2025-02-23 22:23:26,890 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 121/134 +[2025-02-23 22:23:26,949 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 122/134 +[2025-02-23 22:23:26,982 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 123/134 +[2025-02-23 22:23:27,013 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 124/134 +[2025-02-23 22:23:27,044 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 125/134 +[2025-02-23 22:23:27,078 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 126/134 +[2025-02-23 22:23:27,108 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 127/134 +[2025-02-23 22:23:27,138 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 128/134 +[2025-02-23 22:23:27,168 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 129/134 +[2025-02-23 22:23:27,199 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 130/134 +[2025-02-23 22:23:27,230 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 131/134 +[2025-02-23 22:23:27,263 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 132/134 +[2025-02-23 22:23:27,294 INFO test.py line 201 2996285] Test: 36/78-scene0131_01, Batch: 133/134 +[2025-02-23 22:23:27,473 INFO test.py line 289 2996285] Test: scene0131_01 [36/78]-172221 Batch 4.472 (4.250) Accuracy 0.9254 (0.8071) mIoU 0.3582 (0.7368) +[2025-02-23 22:23:27,514 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 0/131 +[2025-02-23 22:23:27,541 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 1/131 +[2025-02-23 22:23:27,568 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 2/131 +[2025-02-23 22:23:27,594 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 3/131 +[2025-02-23 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+[2025-02-23 22:23:30,924 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 127/131 +[2025-02-23 22:23:30,952 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 128/131 +[2025-02-23 22:23:30,980 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 129/131 +[2025-02-23 22:23:31,006 INFO test.py line 201 2996285] Test: 37/78-scene0086_00, Batch: 130/131 +[2025-02-23 22:23:31,153 INFO test.py line 289 2996285] Test: scene0086_00 [37/78]-124572 Batch 3.680 (4.235) Accuracy 0.8983 (0.8075) mIoU 0.7422 (0.7362) +[2025-02-23 22:23:31,185 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 0/113 +[2025-02-23 22:23:31,221 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 1/113 +[2025-02-23 22:23:31,250 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 2/113 +[2025-02-23 22:23:31,278 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 3/113 +[2025-02-23 22:23:31,307 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:23:31,703 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 15/113 +[2025-02-23 22:23:31,738 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 16/113 +[2025-02-23 22:23:31,772 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 17/113 +[2025-02-23 22:23:31,813 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 18/113 +[2025-02-23 22:23:31,870 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 19/113 +[2025-02-23 22:23:31,920 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 20/113 +[2025-02-23 22:23:31,970 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 21/113 +[2025-02-23 22:23:32,007 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 22/113 +[2025-02-23 22:23:32,050 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 23/113 +[2025-02-23 22:23:32,090 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 24/113 +[2025-02-23 22:23:32,122 INFO 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test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 107/113 +[2025-02-23 22:23:34,481 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 108/113 +[2025-02-23 22:23:34,508 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 109/113 +[2025-02-23 22:23:34,536 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 110/113 +[2025-02-23 22:23:34,563 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 111/113 +[2025-02-23 22:23:34,591 INFO test.py line 201 2996285] Test: 38/78-scene0196_00, Batch: 112/113 +[2025-02-23 22:23:34,760 INFO test.py line 289 2996285] Test: scene0196_00 [38/78]-146032 Batch 3.607 (4.218) Accuracy 0.9677 (0.8083) mIoU 0.7821 (0.7371) +[2025-02-23 22:23:34,798 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 0/129 +[2025-02-23 22:23:34,831 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 1/129 +[2025-02-23 22:23:34,864 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 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+[2025-02-23 22:23:39,931 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 126/129 +[2025-02-23 22:23:40,072 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 127/129 +[2025-02-23 22:23:40,133 INFO test.py line 201 2996285] Test: 39/78-scene0050_00, Batch: 128/129 +[2025-02-23 22:23:40,405 INFO test.py line 289 2996285] Test: scene0050_00 [39/78]-211406 Batch 5.644 (4.255) Accuracy 0.7746 (0.8048) mIoU 0.4858 (0.7322) +[2025-02-23 22:23:40,457 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 0/138 +[2025-02-23 22:23:40,512 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 1/138 +[2025-02-23 22:23:40,555 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 2/138 +[2025-02-23 22:23:40,606 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 3/138 +[2025-02-23 22:23:40,653 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 4/138 +[2025-02-23 22:23:40,702 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:23:41,182 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 16/138 +[2025-02-23 22:23:41,222 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 17/138 +[2025-02-23 22:23:41,262 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 18/138 +[2025-02-23 22:23:41,307 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 19/138 +[2025-02-23 22:23:41,354 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 20/138 +[2025-02-23 22:23:41,401 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 21/138 +[2025-02-23 22:23:41,446 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 22/138 +[2025-02-23 22:23:41,492 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 23/138 +[2025-02-23 22:23:41,542 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 24/138 +[2025-02-23 22:23:41,601 INFO test.py line 201 2996285] Test: 40/78-scene0616_00, Batch: 25/138 +[2025-02-23 22:23:41,659 INFO 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[40/78]-310248 Batch 6.351 (4.307) Accuracy 0.8482 (0.7987) mIoU 0.7768 (0.7281) +[2025-02-23 22:23:46,797 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 0/142 +[2025-02-23 22:23:46,830 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 1/142 +[2025-02-23 22:23:46,863 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 2/142 +[2025-02-23 22:23:46,895 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 3/142 +[2025-02-23 22:23:46,928 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 4/142 +[2025-02-23 22:23:46,961 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 5/142 +[2025-02-23 22:23:46,994 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 6/142 +[2025-02-23 22:23:47,028 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 7/142 +[2025-02-23 22:23:47,065 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 8/142 +[2025-02-23 22:23:47,098 INFO test.py line 201 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+[2025-02-23 22:23:50,748 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 122/142 +[2025-02-23 22:23:50,782 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 123/142 +[2025-02-23 22:23:50,814 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 124/142 +[2025-02-23 22:23:50,847 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 125/142 +[2025-02-23 22:23:50,881 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 126/142 +[2025-02-23 22:23:50,914 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 127/142 +[2025-02-23 22:23:50,949 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 128/142 +[2025-02-23 22:23:50,983 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 129/142 +[2025-02-23 22:23:51,018 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 130/142 +[2025-02-23 22:23:51,053 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 131/142 +[2025-02-23 22:23:51,085 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 132/142 +[2025-02-23 22:23:51,117 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 133/142 +[2025-02-23 22:23:51,149 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 134/142 +[2025-02-23 22:23:51,182 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 135/142 +[2025-02-23 22:23:51,214 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 136/142 +[2025-02-23 22:23:51,246 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 137/142 +[2025-02-23 22:23:51,279 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 138/142 +[2025-02-23 22:23:51,312 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 139/142 +[2025-02-23 22:23:51,345 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 140/142 +[2025-02-23 22:23:51,379 INFO test.py line 201 2996285] Test: 41/78-scene0095_00, Batch: 141/142 +[2025-02-23 22:23:51,602 INFO test.py line 289 2996285] Test: scene0095_00 [41/78]-214895 Batch 4.845 (4.320) Accuracy 0.8983 (0.7980) mIoU 0.7011 (0.7274) +[2025-02-23 22:23:51,630 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 0/139 +[2025-02-23 22:23:51,653 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 1/139 +[2025-02-23 22:23:51,675 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 2/139 +[2025-02-23 22:23:51,699 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 3/139 +[2025-02-23 22:23:51,722 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 4/139 +[2025-02-23 22:23:51,745 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 5/139 +[2025-02-23 22:23:51,767 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 6/139 +[2025-02-23 22:23:51,788 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 7/139 +[2025-02-23 22:23:51,810 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 8/139 +[2025-02-23 22:23:51,832 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 9/139 +[2025-02-23 22:23:51,854 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 10/139 +[2025-02-23 22:23:51,876 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 11/139 +[2025-02-23 22:23:51,900 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 12/139 +[2025-02-23 22:23:51,923 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 13/139 +[2025-02-23 22:23:51,947 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 14/139 +[2025-02-23 22:23:51,972 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 15/139 +[2025-02-23 22:23:51,996 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 16/139 +[2025-02-23 22:23:52,021 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 17/139 +[2025-02-23 22:23:52,046 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 18/139 +[2025-02-23 22:23:52,085 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 19/139 +[2025-02-23 22:23:52,110 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 20/139 +[2025-02-23 22:23:52,133 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 21/139 +[2025-02-23 22:23:52,157 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 22/139 +[2025-02-23 22:23:52,182 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 23/139 +[2025-02-23 22:23:52,205 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 24/139 +[2025-02-23 22:23:52,229 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 25/139 +[2025-02-23 22:23:52,252 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 26/139 +[2025-02-23 22:23:52,277 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 27/139 +[2025-02-23 22:23:52,299 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 28/139 +[2025-02-23 22:23:52,322 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 29/139 +[2025-02-23 22:23:52,373 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 30/139 +[2025-02-23 22:23:52,398 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 31/139 +[2025-02-23 22:23:52,423 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 32/139 +[2025-02-23 22:23:52,452 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 33/139 +[2025-02-23 22:23:52,476 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 34/139 +[2025-02-23 22:23:52,498 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 35/139 +[2025-02-23 22:23:52,520 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 36/139 +[2025-02-23 22:23:52,543 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 37/139 +[2025-02-23 22:23:52,565 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 38/139 +[2025-02-23 22:23:52,616 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, 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line 201 2996285] Test: 42/78-scene0701_01, Batch: 101/139 +[2025-02-23 22:23:54,111 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 102/139 +[2025-02-23 22:23:54,133 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 103/139 +[2025-02-23 22:23:54,158 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 104/139 +[2025-02-23 22:23:54,182 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 105/139 +[2025-02-23 22:23:54,204 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 106/139 +[2025-02-23 22:23:54,227 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 107/139 +[2025-02-23 22:23:54,251 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 108/139 +[2025-02-23 22:23:54,276 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 109/139 +[2025-02-23 22:23:54,297 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 110/139 +[2025-02-23 22:23:54,320 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 111/139 +[2025-02-23 22:23:54,342 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 112/139 +[2025-02-23 22:23:54,366 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 113/139 +[2025-02-23 22:23:54,392 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 114/139 +[2025-02-23 22:23:54,415 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 115/139 +[2025-02-23 22:23:54,463 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 116/139 +[2025-02-23 22:23:54,487 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 117/139 +[2025-02-23 22:23:54,511 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 118/139 +[2025-02-23 22:23:54,534 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 119/139 +[2025-02-23 22:23:54,556 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 120/139 +[2025-02-23 22:23:54,578 INFO test.py line 201 2996285] Test: 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Batch: 131/139 +[2025-02-23 22:23:54,823 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 132/139 +[2025-02-23 22:23:54,845 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 133/139 +[2025-02-23 22:23:54,867 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 134/139 +[2025-02-23 22:23:54,888 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 135/139 +[2025-02-23 22:23:54,909 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 136/139 +[2025-02-23 22:23:54,931 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 137/139 +[2025-02-23 22:23:54,956 INFO test.py line 201 2996285] Test: 42/78-scene0701_01, Batch: 138/139 +[2025-02-23 22:23:55,052 INFO test.py line 289 2996285] Test: scene0701_01 [42/78]-77206 Batch 3.450 (4.300) Accuracy 0.9708 (0.7995) mIoU 0.7658 (0.7326) +[2025-02-23 22:23:55,076 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 0/112 +[2025-02-23 22:23:55,096 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 1/112 +[2025-02-23 22:23:55,118 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 2/112 +[2025-02-23 22:23:55,162 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 3/112 +[2025-02-23 22:23:55,182 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 4/112 +[2025-02-23 22:23:55,204 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 5/112 +[2025-02-23 22:23:55,224 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 6/112 +[2025-02-23 22:23:55,246 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 7/112 +[2025-02-23 22:23:55,266 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 8/112 +[2025-02-23 22:23:55,287 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 9/112 +[2025-02-23 22:23:55,308 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 10/112 +[2025-02-23 22:23:55,329 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, 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22:23:57,421 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 104/112 +[2025-02-23 22:23:57,458 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 105/112 +[2025-02-23 22:23:57,497 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 106/112 +[2025-02-23 22:23:57,548 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 107/112 +[2025-02-23 22:23:57,577 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 108/112 +[2025-02-23 22:23:57,612 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 109/112 +[2025-02-23 22:23:57,648 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 110/112 +[2025-02-23 22:23:57,681 INFO test.py line 201 2996285] Test: 43/78-scene0406_01, Batch: 111/112 +[2025-02-23 22:23:57,733 INFO test.py line 289 2996285] Test: scene0406_01 [43/78]-45557 Batch 2.681 (4.262) Accuracy 0.9895 (0.8071) mIoU 0.9714 (0.7402) +[2025-02-23 22:23:58,664 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:23:59,263 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 11/118 +[2025-02-23 22:23:59,320 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 12/118 +[2025-02-23 22:23:59,374 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 13/118 +[2025-02-23 22:23:59,428 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 14/118 +[2025-02-23 22:23:59,483 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 15/118 +[2025-02-23 22:23:59,539 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 16/118 +[2025-02-23 22:23:59,595 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 17/118 +[2025-02-23 22:23:59,652 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 18/118 +[2025-02-23 22:23:59,705 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 19/118 +[2025-02-23 22:23:59,758 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 20/118 +[2025-02-23 22:23:59,807 INFO 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Test: 44/78-scene0329_01, Batch: 31/118 +[2025-02-23 22:24:00,365 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 32/118 +[2025-02-23 22:24:00,413 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 33/118 +[2025-02-23 22:24:00,462 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 34/118 +[2025-02-23 22:24:00,511 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 35/118 +[2025-02-23 22:24:00,560 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 36/118 +[2025-02-23 22:24:00,609 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 37/118 +[2025-02-23 22:24:00,660 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 38/118 +[2025-02-23 22:24:00,711 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 39/118 +[2025-02-23 22:24:00,758 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 40/118 +[2025-02-23 22:24:00,804 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, 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line 201 2996285] Test: 44/78-scene0329_01, Batch: 103/118 +[2025-02-23 22:24:03,983 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 104/118 +[2025-02-23 22:24:04,035 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 105/118 +[2025-02-23 22:24:04,087 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 106/118 +[2025-02-23 22:24:04,138 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 107/118 +[2025-02-23 22:24:04,210 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 108/118 +[2025-02-23 22:24:04,282 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 109/118 +[2025-02-23 22:24:04,333 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 110/118 +[2025-02-23 22:24:04,381 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 111/118 +[2025-02-23 22:24:04,430 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 112/118 +[2025-02-23 22:24:04,478 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 113/118 +[2025-02-23 22:24:04,526 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 114/118 +[2025-02-23 22:24:04,575 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 115/118 +[2025-02-23 22:24:04,636 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 116/118 +[2025-02-23 22:24:04,686 INFO test.py line 201 2996285] Test: 44/78-scene0329_01, Batch: 117/118 +[2025-02-23 22:24:05,128 INFO test.py line 289 2996285] Test: scene0329_01 [44/78]-368473 Batch 6.555 (4.314) Accuracy 0.9590 (0.8095) mIoU 0.6960 (0.7425) +[2025-02-23 22:24:05,156 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 0/104 +[2025-02-23 22:24:05,179 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 1/104 +[2025-02-23 22:24:05,201 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 2/104 +[2025-02-23 22:24:05,221 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 3/104 +[2025-02-23 22:24:05,243 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 4/104 +[2025-02-23 22:24:05,264 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 5/104 +[2025-02-23 22:24:05,286 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 6/104 +[2025-02-23 22:24:05,308 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 7/104 +[2025-02-23 22:24:05,329 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 8/104 +[2025-02-23 22:24:05,351 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 9/104 +[2025-02-23 22:24:05,374 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 10/104 +[2025-02-23 22:24:05,399 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 11/104 +[2025-02-23 22:24:05,420 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 12/104 +[2025-02-23 22:24:05,444 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 13/104 +[2025-02-23 22:24:05,465 INFO test.py line 201 2996285] Test: 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201 2996285] Test: 45/78-scene0100_01, Batch: 86/104 +[2025-02-23 22:24:07,128 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 87/104 +[2025-02-23 22:24:07,154 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 88/104 +[2025-02-23 22:24:07,191 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 89/104 +[2025-02-23 22:24:07,222 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 90/104 +[2025-02-23 22:24:07,255 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 91/104 +[2025-02-23 22:24:07,287 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 92/104 +[2025-02-23 22:24:07,317 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 93/104 +[2025-02-23 22:24:07,348 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 94/104 +[2025-02-23 22:24:07,378 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 95/104 +[2025-02-23 22:24:07,412 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 96/104 +[2025-02-23 22:24:07,441 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 97/104 +[2025-02-23 22:24:07,473 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 98/104 +[2025-02-23 22:24:07,508 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 99/104 +[2025-02-23 22:24:07,537 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 100/104 +[2025-02-23 22:24:07,563 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 101/104 +[2025-02-23 22:24:07,606 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 102/104 +[2025-02-23 22:24:07,642 INFO test.py line 201 2996285] Test: 45/78-scene0100_01, Batch: 103/104 +[2025-02-23 22:24:07,708 INFO test.py line 289 2996285] Test: scene0100_01 [45/78]-51211 Batch 2.579 (4.276) Accuracy 0.9234 (0.8093) mIoU 0.6742 (0.7416) +[2025-02-23 22:24:07,741 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 0/127 +[2025-02-23 22:24:07,771 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 1/127 +[2025-02-23 22:24:07,807 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 2/127 +[2025-02-23 22:24:07,852 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 3/127 +[2025-02-23 22:24:07,894 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 4/127 +[2025-02-23 22:24:07,933 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 5/127 +[2025-02-23 22:24:07,956 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 6/127 +[2025-02-23 22:24:07,984 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 7/127 +[2025-02-23 22:24:08,005 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 8/127 +[2025-02-23 22:24:08,026 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 9/127 +[2025-02-23 22:24:08,047 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 10/127 +[2025-02-23 22:24:08,070 INFO test.py line 201 2996285] Test: 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22:24:10,392 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 114/127 +[2025-02-23 22:24:10,414 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 115/127 +[2025-02-23 22:24:10,435 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 116/127 +[2025-02-23 22:24:10,466 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 117/127 +[2025-02-23 22:24:10,500 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 118/127 +[2025-02-23 22:24:10,534 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 119/127 +[2025-02-23 22:24:10,563 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 120/127 +[2025-02-23 22:24:10,590 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 121/127 +[2025-02-23 22:24:10,619 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 122/127 +[2025-02-23 22:24:10,652 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 123/127 +[2025-02-23 22:24:10,682 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 124/127 +[2025-02-23 22:24:10,714 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 125/127 +[2025-02-23 22:24:10,748 INFO test.py line 201 2996285] Test: 46/78-scene0664_02, Batch: 126/127 +[2025-02-23 22:24:10,806 INFO test.py line 289 2996285] Test: scene0664_02 [46/78]-46804 Batch 3.098 (4.250) Accuracy 0.9315 (0.8057) mIoU 0.7987 (0.7392) +[2025-02-23 22:24:10,848 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 0/126 +[2025-02-23 22:24:10,883 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 1/126 +[2025-02-23 22:24:10,920 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 2/126 +[2025-02-23 22:24:10,955 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 3/126 +[2025-02-23 22:24:10,991 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 4/126 +[2025-02-23 22:24:11,030 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 5/126 +[2025-02-23 22:24:11,069 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 6/126 +[2025-02-23 22:24:11,106 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 7/126 +[2025-02-23 22:24:11,144 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 8/126 +[2025-02-23 22:24:11,185 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 9/126 +[2025-02-23 22:24:11,220 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 10/126 +[2025-02-23 22:24:11,255 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 11/126 +[2025-02-23 22:24:11,289 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 12/126 +[2025-02-23 22:24:11,324 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 13/126 +[2025-02-23 22:24:11,362 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 14/126 +[2025-02-23 22:24:11,389 INFO test.py line 201 2996285] Test: 47/78-scene0357_00, Batch: 15/126 +[2025-02-23 22:24:11,416 INFO 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test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 114/125 +[2025-02-23 22:24:18,662 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 115/125 +[2025-02-23 22:24:18,693 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 116/125 +[2025-02-23 22:24:18,723 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 117/125 +[2025-02-23 22:24:18,753 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 118/125 +[2025-02-23 22:24:18,783 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 119/125 +[2025-02-23 22:24:18,813 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 120/125 +[2025-02-23 22:24:18,846 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 121/125 +[2025-02-23 22:24:18,876 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 122/125 +[2025-02-23 22:24:18,905 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 123/125 +[2025-02-23 22:24:18,936 INFO test.py line 201 2996285] Test: 48/78-scene0474_00, Batch: 124/125 +[2025-02-23 22:24:19,144 INFO test.py line 289 2996285] Test: scene0474_00 [48/78]-182281 Batch 4.209 (4.247) Accuracy 0.9339 (0.8034) mIoU 0.6558 (0.7384) +[2025-02-23 22:24:19,180 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 0/134 +[2025-02-23 22:24:19,220 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 1/134 +[2025-02-23 22:24:19,252 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 2/134 +[2025-02-23 22:24:19,283 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 3/134 +[2025-02-23 22:24:19,312 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 4/134 +[2025-02-23 22:24:19,342 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 5/134 +[2025-02-23 22:24:19,372 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 6/134 +[2025-02-23 22:24:19,402 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 7/134 +[2025-02-23 22:24:19,433 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 8/134 +[2025-02-23 22:24:19,461 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 9/134 +[2025-02-23 22:24:19,489 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 10/134 +[2025-02-23 22:24:19,528 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 11/134 +[2025-02-23 22:24:19,557 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 12/134 +[2025-02-23 22:24:19,585 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 13/134 +[2025-02-23 22:24:19,615 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 14/134 +[2025-02-23 22:24:19,645 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 15/134 +[2025-02-23 22:24:19,674 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 16/134 +[2025-02-23 22:24:19,704 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 17/134 +[2025-02-23 22:24:19,733 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 18/134 +[2025-02-23 22:24:19,763 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 19/134 +[2025-02-23 22:24:19,792 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 20/134 +[2025-02-23 22:24:19,827 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 21/134 +[2025-02-23 22:24:19,857 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 22/134 +[2025-02-23 22:24:19,887 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 23/134 +[2025-02-23 22:24:19,917 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 24/134 +[2025-02-23 22:24:19,947 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 25/134 +[2025-02-23 22:24:19,978 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 26/134 +[2025-02-23 22:24:20,007 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 27/134 +[2025-02-23 22:24:20,037 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, 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Batch: 110/134 +[2025-02-23 22:24:22,741 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 111/134 +[2025-02-23 22:24:22,771 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 112/134 +[2025-02-23 22:24:22,801 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 113/134 +[2025-02-23 22:24:22,832 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 114/134 +[2025-02-23 22:24:22,863 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 115/134 +[2025-02-23 22:24:22,893 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 116/134 +[2025-02-23 22:24:22,923 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 117/134 +[2025-02-23 22:24:22,953 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 118/134 +[2025-02-23 22:24:22,984 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 119/134 +[2025-02-23 22:24:23,023 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 120/134 +[2025-02-23 22:24:23,056 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 121/134 +[2025-02-23 22:24:23,108 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 122/134 +[2025-02-23 22:24:23,138 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 123/134 +[2025-02-23 22:24:23,167 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 124/134 +[2025-02-23 22:24:23,198 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 125/134 +[2025-02-23 22:24:23,229 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 126/134 +[2025-02-23 22:24:23,259 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 127/134 +[2025-02-23 22:24:23,290 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 128/134 +[2025-02-23 22:24:23,320 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 129/134 +[2025-02-23 22:24:23,352 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 130/134 +[2025-02-23 22:24:23,383 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 131/134 +[2025-02-23 22:24:23,415 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 132/134 +[2025-02-23 22:24:23,448 INFO test.py line 201 2996285] Test: 49/78-scene0300_01, Batch: 133/134 +[2025-02-23 22:24:23,645 INFO test.py line 289 2996285] Test: scene0300_01 [49/78]-173223 Batch 4.500 (4.252) Accuracy 0.8504 (0.8008) mIoU 0.6103 (0.7373) +[2025-02-23 22:24:23,680 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 0/138 +[2025-02-23 22:24:23,707 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 1/138 +[2025-02-23 22:24:23,734 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 2/138 +[2025-02-23 22:24:23,762 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 3/138 +[2025-02-23 22:24:23,790 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 4/138 +[2025-02-23 22:24:23,818 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 5/138 +[2025-02-23 22:24:23,846 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 6/138 +[2025-02-23 22:24:23,872 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 7/138 +[2025-02-23 22:24:23,899 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 8/138 +[2025-02-23 22:24:23,925 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 9/138 +[2025-02-23 22:24:23,951 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 10/138 +[2025-02-23 22:24:23,976 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 11/138 +[2025-02-23 22:24:24,002 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 12/138 +[2025-02-23 22:24:24,036 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 13/138 +[2025-02-23 22:24:24,063 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 14/138 +[2025-02-23 22:24:24,089 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 15/138 +[2025-02-23 22:24:24,115 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 16/138 +[2025-02-23 22:24:24,143 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 17/138 +[2025-02-23 22:24:24,170 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 18/138 +[2025-02-23 22:24:24,198 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 19/138 +[2025-02-23 22:24:24,223 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 20/138 +[2025-02-23 22:24:24,268 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 21/138 +[2025-02-23 22:24:24,312 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 22/138 +[2025-02-23 22:24:24,347 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 23/138 +[2025-02-23 22:24:24,373 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 24/138 +[2025-02-23 22:24:24,402 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 25/138 +[2025-02-23 22:24:24,428 INFO test.py line 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22:24:26,344 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 98/138 +[2025-02-23 22:24:26,372 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 99/138 +[2025-02-23 22:24:26,400 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 100/138 +[2025-02-23 22:24:26,429 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 101/138 +[2025-02-23 22:24:26,458 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 102/138 +[2025-02-23 22:24:26,485 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 103/138 +[2025-02-23 22:24:26,512 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 104/138 +[2025-02-23 22:24:26,539 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 105/138 +[2025-02-23 22:24:26,566 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 106/138 +[2025-02-23 22:24:26,593 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 107/138 +[2025-02-23 22:24:26,620 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 108/138 +[2025-02-23 22:24:26,647 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 109/138 +[2025-02-23 22:24:26,675 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 110/138 +[2025-02-23 22:24:26,702 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 111/138 +[2025-02-23 22:24:26,730 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 112/138 +[2025-02-23 22:24:26,759 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 113/138 +[2025-02-23 22:24:26,788 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 114/138 +[2025-02-23 22:24:26,818 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 115/138 +[2025-02-23 22:24:26,845 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 116/138 +[2025-02-23 22:24:26,874 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 117/138 +[2025-02-23 22:24:26,903 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 118/138 +[2025-02-23 22:24:26,940 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 119/138 +[2025-02-23 22:24:26,977 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 120/138 +[2025-02-23 22:24:27,010 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 121/138 +[2025-02-23 22:24:27,050 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 122/138 +[2025-02-23 22:24:27,089 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 123/138 +[2025-02-23 22:24:27,136 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 124/138 +[2025-02-23 22:24:27,176 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 125/138 +[2025-02-23 22:24:27,216 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 126/138 +[2025-02-23 22:24:27,257 INFO test.py line 201 2996285] Test: 50/78-scene0426_03, Batch: 127/138 +[2025-02-23 22:24:27,303 INFO test.py line 201 2996285] Test: 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[50/78]-126181 Batch 4.118 (4.249) Accuracy 0.8965 (0.8006) mIoU 0.4609 (0.7373) +[2025-02-23 22:24:27,803 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 0/121 +[2025-02-23 22:24:27,830 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 1/121 +[2025-02-23 22:24:27,855 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 2/121 +[2025-02-23 22:24:27,881 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 3/121 +[2025-02-23 22:24:27,914 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 4/121 +[2025-02-23 22:24:27,939 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 5/121 +[2025-02-23 22:24:27,964 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 6/121 +[2025-02-23 22:24:27,989 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 7/121 +[2025-02-23 22:24:28,013 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 8/121 +[2025-02-23 22:24:28,039 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 9/121 +[2025-02-23 22:24:28,063 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 10/121 +[2025-02-23 22:24:28,110 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 11/121 +[2025-02-23 22:24:28,141 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 12/121 +[2025-02-23 22:24:28,166 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 13/121 +[2025-02-23 22:24:28,205 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 14/121 +[2025-02-23 22:24:28,232 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 15/121 +[2025-02-23 22:24:28,259 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 16/121 +[2025-02-23 22:24:28,289 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 17/121 +[2025-02-23 22:24:28,317 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 18/121 +[2025-02-23 22:24:28,344 INFO test.py line 201 2996285] Test: 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Batch: 111/121 +[2025-02-23 22:24:31,014 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 112/121 +[2025-02-23 22:24:31,039 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 113/121 +[2025-02-23 22:24:31,063 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 114/121 +[2025-02-23 22:24:31,088 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 115/121 +[2025-02-23 22:24:31,112 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 116/121 +[2025-02-23 22:24:31,140 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 117/121 +[2025-02-23 22:24:31,165 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 118/121 +[2025-02-23 22:24:31,193 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 119/121 +[2025-02-23 22:24:31,216 INFO test.py line 201 2996285] Test: 51/78-scene0256_00, Batch: 120/121 +[2025-02-23 22:24:31,335 INFO test.py line 289 2996285] Test: scene0256_00 [51/78]-108517 Batch 3.571 (4.236) Accuracy 0.8504 (0.8074) mIoU 0.4080 (0.7436) +[2025-02-23 22:24:31,375 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 0/139 +[2025-02-23 22:24:31,409 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 1/139 +[2025-02-23 22:24:31,442 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 2/139 +[2025-02-23 22:24:31,477 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 3/139 +[2025-02-23 22:24:31,520 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 4/139 +[2025-02-23 22:24:31,555 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 5/139 +[2025-02-23 22:24:31,586 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 6/139 +[2025-02-23 22:24:31,617 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 7/139 +[2025-02-23 22:24:31,649 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, Batch: 8/139 +[2025-02-23 22:24:31,680 INFO test.py line 201 2996285] Test: 52/78-scene0221_00, 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[53/78]-59330 Batch 3.979 (4.242) Accuracy 0.9435 (0.8107) mIoU 0.7027 (0.7438) +[2025-02-23 22:24:40,182 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 0/155 +[2025-02-23 22:24:40,213 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 1/155 +[2025-02-23 22:24:40,243 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 2/155 +[2025-02-23 22:24:40,276 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 3/155 +[2025-02-23 22:24:40,307 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 4/155 +[2025-02-23 22:24:40,337 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 5/155 +[2025-02-23 22:24:40,366 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 6/155 +[2025-02-23 22:24:40,395 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 7/155 +[2025-02-23 22:24:40,424 INFO test.py line 201 2996285] Test: 54/78-scene0697_03, Batch: 8/155 +[2025-02-23 22:24:40,453 INFO test.py line 201 2996285] 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22:24:48,363 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 109/126 +[2025-02-23 22:24:48,389 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 110/126 +[2025-02-23 22:24:48,415 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 111/126 +[2025-02-23 22:24:48,442 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 112/126 +[2025-02-23 22:24:48,471 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 113/126 +[2025-02-23 22:24:48,498 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 114/126 +[2025-02-23 22:24:48,525 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 115/126 +[2025-02-23 22:24:48,552 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 116/126 +[2025-02-23 22:24:48,581 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 117/126 +[2025-02-23 22:24:48,613 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 118/126 +[2025-02-23 22:24:48,643 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 119/126 +[2025-02-23 22:24:48,674 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 120/126 +[2025-02-23 22:24:48,702 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 121/126 +[2025-02-23 22:24:48,728 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 122/126 +[2025-02-23 22:24:48,762 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 123/126 +[2025-02-23 22:24:48,799 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 124/126 +[2025-02-23 22:24:48,833 INFO test.py line 201 2996285] Test: 55/78-scene0655_02, Batch: 125/126 +[2025-02-23 22:24:48,977 INFO test.py line 289 2996285] Test: scene0655_02 [55/78]-133857 Batch 3.672 (4.248) Accuracy 0.9963 (0.8075) mIoU 0.9933 (0.7408) +[2025-02-23 22:24:49,015 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 0/138 +[2025-02-23 22:24:49,038 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 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Test: 56/78-scene0553_02, Batch: 22/138 +[2025-02-23 22:24:49,737 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 23/138 +[2025-02-23 22:24:49,761 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 24/138 +[2025-02-23 22:24:49,783 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 25/138 +[2025-02-23 22:24:49,806 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 26/138 +[2025-02-23 22:24:49,828 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 27/138 +[2025-02-23 22:24:49,851 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 28/138 +[2025-02-23 22:24:49,873 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 29/138 +[2025-02-23 22:24:49,896 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 30/138 +[2025-02-23 22:24:49,918 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 31/138 +[2025-02-23 22:24:49,966 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, 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+[2025-02-23 22:24:52,401 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 125/138 +[2025-02-23 22:24:52,423 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 126/138 +[2025-02-23 22:24:52,444 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 127/138 +[2025-02-23 22:24:52,466 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 128/138 +[2025-02-23 22:24:52,491 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 129/138 +[2025-02-23 22:24:52,519 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 130/138 +[2025-02-23 22:24:52,540 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 131/138 +[2025-02-23 22:24:52,563 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 132/138 +[2025-02-23 22:24:52,586 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 133/138 +[2025-02-23 22:24:52,608 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 134/138 +[2025-02-23 22:24:52,630 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 135/138 +[2025-02-23 22:24:52,655 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 136/138 +[2025-02-23 22:24:52,678 INFO test.py line 201 2996285] Test: 56/78-scene0553_02, Batch: 137/138 +[2025-02-23 22:24:52,750 INFO test.py line 289 2996285] Test: scene0553_02 [56/78]-67632 Batch 3.773 (4.240) Accuracy 0.9796 (0.8079) mIoU 0.6764 (0.7415) +[2025-02-23 22:24:52,787 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 0/143 +[2025-02-23 22:24:52,817 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 1/143 +[2025-02-23 22:24:52,858 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 2/143 +[2025-02-23 22:24:52,888 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 3/143 +[2025-02-23 22:24:52,918 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 4/143 +[2025-02-23 22:24:52,948 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, 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Batch: 138/143 +[2025-02-23 22:24:57,196 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 139/143 +[2025-02-23 22:24:57,227 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 140/143 +[2025-02-23 22:24:57,258 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 141/143 +[2025-02-23 22:24:57,288 INFO test.py line 201 2996285] Test: 57/78-scene0025_00, Batch: 142/143 +[2025-02-23 22:24:57,487 INFO test.py line 289 2996285] Test: scene0025_00 [57/78]-173392 Batch 4.737 (4.249) Accuracy 0.9359 (0.8083) mIoU 0.7565 (0.7428) +[2025-02-23 22:24:57,517 INFO test.py line 201 2996285] Test: 58/78-scene0693_02, Batch: 0/108 +[2025-02-23 22:24:57,539 INFO test.py line 201 2996285] Test: 58/78-scene0693_02, Batch: 1/108 +[2025-02-23 22:24:57,560 INFO test.py line 201 2996285] Test: 58/78-scene0693_02, Batch: 2/108 +[2025-02-23 22:24:57,582 INFO test.py line 201 2996285] Test: 58/78-scene0693_02, Batch: 3/108 +[2025-02-23 22:24:57,605 INFO test.py line 201 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22:25:00,334 INFO test.py line 201 2996285] Test: 58/78-scene0693_02, Batch: 107/108 +[2025-02-23 22:25:00,388 INFO test.py line 289 2996285] Test: scene0693_02 [58/78]-47996 Batch 2.900 (4.225) Accuracy 0.9448 (0.8092) mIoU 0.7243 (0.7433) +[2025-02-23 22:25:00,433 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 0/138 +[2025-02-23 22:25:00,469 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 1/138 +[2025-02-23 22:25:00,506 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 2/138 +[2025-02-23 22:25:00,543 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 3/138 +[2025-02-23 22:25:00,580 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 4/138 +[2025-02-23 22:25:00,618 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 5/138 +[2025-02-23 22:25:00,657 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, Batch: 6/138 +[2025-02-23 22:25:00,694 INFO test.py line 201 2996285] Test: 59/78-scene0665_00, 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+[2025-02-23 22:25:13,908 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 118/134 +[2025-02-23 22:25:13,927 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 119/134 +[2025-02-23 22:25:13,948 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 120/134 +[2025-02-23 22:25:13,968 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 121/134 +[2025-02-23 22:25:13,988 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 122/134 +[2025-02-23 22:25:14,007 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 123/134 +[2025-02-23 22:25:14,025 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 124/134 +[2025-02-23 22:25:14,045 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 125/134 +[2025-02-23 22:25:14,063 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 126/134 +[2025-02-23 22:25:14,089 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 127/134 +[2025-02-23 22:25:14,109 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 128/134 +[2025-02-23 22:25:14,127 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 129/134 +[2025-02-23 22:25:14,147 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 130/134 +[2025-02-23 22:25:14,167 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 131/134 +[2025-02-23 22:25:14,186 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 132/134 +[2025-02-23 22:25:14,206 INFO test.py line 201 2996285] Test: 61/78-scene0558_00, Batch: 133/134 +[2025-02-23 22:25:14,284 INFO test.py line 289 2996285] Test: scene0558_00 [61/78]-92953 Batch 3.205 (4.245) Accuracy 0.9598 (0.8087) mIoU 0.6650 (0.7440) +[2025-02-23 22:25:14,307 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 0/139 +[2025-02-23 22:25:14,327 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 1/139 +[2025-02-23 22:25:14,347 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:25:14,557 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 13/139 +[2025-02-23 22:25:14,576 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 14/139 +[2025-02-23 22:25:14,595 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 15/139 +[2025-02-23 22:25:14,613 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 16/139 +[2025-02-23 22:25:14,632 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 17/139 +[2025-02-23 22:25:14,652 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 18/139 +[2025-02-23 22:25:14,670 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 19/139 +[2025-02-23 22:25:14,691 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 20/139 +[2025-02-23 22:25:14,710 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 21/139 +[2025-02-23 22:25:14,729 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 22/139 +[2025-02-23 22:25:14,748 INFO 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line 201 2996285] Test: 62/78-scene0084_02, Batch: 105/139 +[2025-02-23 22:25:16,560 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 106/139 +[2025-02-23 22:25:16,581 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 107/139 +[2025-02-23 22:25:16,600 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 108/139 +[2025-02-23 22:25:16,624 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 109/139 +[2025-02-23 22:25:16,645 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 110/139 +[2025-02-23 22:25:16,666 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 111/139 +[2025-02-23 22:25:16,687 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 112/139 +[2025-02-23 22:25:16,707 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 113/139 +[2025-02-23 22:25:16,727 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 114/139 +[2025-02-23 22:25:16,747 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 115/139 +[2025-02-23 22:25:16,767 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 116/139 +[2025-02-23 22:25:16,788 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 117/139 +[2025-02-23 22:25:16,812 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 118/139 +[2025-02-23 22:25:16,832 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 119/139 +[2025-02-23 22:25:16,852 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 120/139 +[2025-02-23 22:25:16,872 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 121/139 +[2025-02-23 22:25:16,891 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 122/139 +[2025-02-23 22:25:16,918 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 123/139 +[2025-02-23 22:25:16,943 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 124/139 +[2025-02-23 22:25:16,963 INFO test.py line 201 2996285] Test: 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Batch: 135/139 +[2025-02-23 22:25:17,316 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 136/139 +[2025-02-23 22:25:17,345 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 137/139 +[2025-02-23 22:25:17,377 INFO test.py line 201 2996285] Test: 62/78-scene0084_02, Batch: 138/139 +[2025-02-23 22:25:17,454 INFO test.py line 289 2996285] Test: scene0084_02 [62/78]-98346 Batch 3.170 (4.228) Accuracy 0.9577 (0.8105) mIoU 0.7440 (0.7453) +[2025-02-23 22:25:17,495 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 0/143 +[2025-02-23 22:25:17,530 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 1/143 +[2025-02-23 22:25:17,567 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 2/143 +[2025-02-23 22:25:17,601 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 3/143 +[2025-02-23 22:25:17,635 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 4/143 +[2025-02-23 22:25:17,666 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 5/143 +[2025-02-23 22:25:17,698 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 6/143 +[2025-02-23 22:25:17,729 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 7/143 +[2025-02-23 22:25:17,760 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 8/143 +[2025-02-23 22:25:17,792 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 9/143 +[2025-02-23 22:25:17,826 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 10/143 +[2025-02-23 22:25:17,857 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 11/143 +[2025-02-23 22:25:17,888 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 12/143 +[2025-02-23 22:25:17,919 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 13/143 +[2025-02-23 22:25:17,951 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 14/143 +[2025-02-23 22:25:17,981 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, 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2996285] Test: 63/78-scene0629_02, Batch: 128/143 +[2025-02-23 22:25:22,068 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 129/143 +[2025-02-23 22:25:22,104 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 130/143 +[2025-02-23 22:25:22,139 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 131/143 +[2025-02-23 22:25:22,173 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 132/143 +[2025-02-23 22:25:22,208 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 133/143 +[2025-02-23 22:25:22,252 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 134/143 +[2025-02-23 22:25:22,285 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 135/143 +[2025-02-23 22:25:22,319 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 136/143 +[2025-02-23 22:25:22,355 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 137/143 +[2025-02-23 22:25:22,391 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 138/143 +[2025-02-23 22:25:22,427 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 139/143 +[2025-02-23 22:25:22,464 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 140/143 +[2025-02-23 22:25:22,499 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 141/143 +[2025-02-23 22:25:22,532 INFO test.py line 201 2996285] Test: 63/78-scene0629_02, Batch: 142/143 +[2025-02-23 22:25:22,788 INFO test.py line 289 2996285] Test: scene0629_02 [63/78]-225983 Batch 5.333 (4.246) Accuracy 0.8877 (0.8096) mIoU 0.5010 (0.7436) +[2025-02-23 22:25:22,826 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 0/126 +[2025-02-23 22:25:22,870 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 1/126 +[2025-02-23 22:25:22,900 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 2/126 +[2025-02-23 22:25:22,930 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 3/126 +[2025-02-23 22:25:22,960 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 4/126 +[2025-02-23 22:25:22,999 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 5/126 +[2025-02-23 22:25:23,032 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 6/126 +[2025-02-23 22:25:23,064 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 7/126 +[2025-02-23 22:25:23,110 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 8/126 +[2025-02-23 22:25:23,159 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 9/126 +[2025-02-23 22:25:23,218 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 10/126 +[2025-02-23 22:25:23,269 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 11/126 +[2025-02-23 22:25:23,299 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 12/126 +[2025-02-23 22:25:23,329 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 13/126 +[2025-02-23 22:25:23,359 INFO test.py line 201 2996285] Test: 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Batch: 106/126 +[2025-02-23 22:25:26,499 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 107/126 +[2025-02-23 22:25:26,542 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 108/126 +[2025-02-23 22:25:26,582 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 109/126 +[2025-02-23 22:25:26,619 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 110/126 +[2025-02-23 22:25:26,657 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 111/126 +[2025-02-23 22:25:26,690 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 112/126 +[2025-02-23 22:25:26,722 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 113/126 +[2025-02-23 22:25:26,753 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 114/126 +[2025-02-23 22:25:26,786 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 115/126 +[2025-02-23 22:25:26,818 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 116/126 +[2025-02-23 22:25:26,852 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 117/126 +[2025-02-23 22:25:26,895 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 118/126 +[2025-02-23 22:25:26,935 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 119/126 +[2025-02-23 22:25:26,968 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 120/126 +[2025-02-23 22:25:27,000 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 121/126 +[2025-02-23 22:25:27,031 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 122/126 +[2025-02-23 22:25:27,062 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 123/126 +[2025-02-23 22:25:27,094 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 124/126 +[2025-02-23 22:25:27,125 INFO test.py line 201 2996285] Test: 64/78-scene0474_04, Batch: 125/126 +[2025-02-23 22:25:27,318 INFO test.py line 289 2996285] Test: scene0474_04 [64/78]-178388 Batch 4.530 (4.250) Accuracy 0.8877 (0.8075) mIoU 0.7350 (0.7424) +[2025-02-23 22:25:27,347 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 0/108 +[2025-02-23 22:25:27,371 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 1/108 +[2025-02-23 22:25:27,399 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 2/108 +[2025-02-23 22:25:27,423 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 3/108 +[2025-02-23 22:25:27,447 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 4/108 +[2025-02-23 22:25:27,473 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 5/108 +[2025-02-23 22:25:27,498 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 6/108 +[2025-02-23 22:25:27,527 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 7/108 +[2025-02-23 22:25:27,560 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 8/108 +[2025-02-23 22:25:27,585 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 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201 2996285] Test: 65/78-scene0256_02, Batch: 30/108 +[2025-02-23 22:25:28,134 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 31/108 +[2025-02-23 22:25:28,157 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 32/108 +[2025-02-23 22:25:28,180 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 33/108 +[2025-02-23 22:25:28,205 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 34/108 +[2025-02-23 22:25:28,228 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 35/108 +[2025-02-23 22:25:28,252 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 36/108 +[2025-02-23 22:25:28,277 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 37/108 +[2025-02-23 22:25:28,302 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 38/108 +[2025-02-23 22:25:28,329 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 39/108 +[2025-02-23 22:25:28,352 INFO test.py line 201 2996285] Test: 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22:25:29,883 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 102/108 +[2025-02-23 22:25:29,911 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 103/108 +[2025-02-23 22:25:29,935 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 104/108 +[2025-02-23 22:25:29,960 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 105/108 +[2025-02-23 22:25:29,984 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 106/108 +[2025-02-23 22:25:30,008 INFO test.py line 201 2996285] Test: 65/78-scene0256_02, Batch: 107/108 +[2025-02-23 22:25:30,117 INFO test.py line 289 2996285] Test: scene0256_02 [65/78]-92069 Batch 2.798 (4.228) Accuracy 0.8886 (0.8097) mIoU 0.3957 (0.7445) +[2025-02-23 22:25:30,151 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 0/126 +[2025-02-23 22:25:30,181 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 1/126 +[2025-02-23 22:25:30,211 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:25:30,557 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 13/126 +[2025-02-23 22:25:30,588 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 14/126 +[2025-02-23 22:25:30,624 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 15/126 +[2025-02-23 22:25:30,673 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 16/126 +[2025-02-23 22:25:30,710 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 17/126 +[2025-02-23 22:25:30,748 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 18/126 +[2025-02-23 22:25:30,785 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 19/126 +[2025-02-23 22:25:30,829 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 20/126 +[2025-02-23 22:25:30,871 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 21/126 +[2025-02-23 22:25:30,912 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 22/126 +[2025-02-23 22:25:30,948 INFO 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line 201 2996285] Test: 66/78-scene0025_02, Batch: 105/126 +[2025-02-23 22:25:33,804 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 106/126 +[2025-02-23 22:25:33,840 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 107/126 +[2025-02-23 22:25:33,876 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 108/126 +[2025-02-23 22:25:33,916 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 109/126 +[2025-02-23 22:25:33,957 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 110/126 +[2025-02-23 22:25:33,994 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 111/126 +[2025-02-23 22:25:34,030 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 112/126 +[2025-02-23 22:25:34,071 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 113/126 +[2025-02-23 22:25:34,104 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 114/126 +[2025-02-23 22:25:34,139 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 115/126 +[2025-02-23 22:25:34,172 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 116/126 +[2025-02-23 22:25:34,202 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 117/126 +[2025-02-23 22:25:34,233 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 118/126 +[2025-02-23 22:25:34,268 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 119/126 +[2025-02-23 22:25:34,303 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 120/126 +[2025-02-23 22:25:34,333 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 121/126 +[2025-02-23 22:25:34,364 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 122/126 +[2025-02-23 22:25:34,396 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 123/126 +[2025-02-23 22:25:34,427 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 124/126 +[2025-02-23 22:25:34,459 INFO test.py line 201 2996285] Test: 66/78-scene0025_02, Batch: 125/126 +[2025-02-23 22:25:34,662 INFO test.py line 289 2996285] Test: scene0025_02 [66/78]-177900 Batch 4.545 (4.232) Accuracy 0.9300 (0.8098) mIoU 0.6868 (0.7451) +[2025-02-23 22:25:34,707 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 0/148 +[2025-02-23 22:25:34,744 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 1/148 +[2025-02-23 22:25:34,783 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 2/148 +[2025-02-23 22:25:34,828 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 3/148 +[2025-02-23 22:25:34,865 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 4/148 +[2025-02-23 22:25:34,903 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 5/148 +[2025-02-23 22:25:34,939 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 6/148 +[2025-02-23 22:25:34,976 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 7/148 +[2025-02-23 22:25:35,013 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 8/148 +[2025-02-23 22:25:35,051 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 9/148 +[2025-02-23 22:25:35,089 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 10/148 +[2025-02-23 22:25:35,126 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 11/148 +[2025-02-23 22:25:35,163 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 12/148 +[2025-02-23 22:25:35,204 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 13/148 +[2025-02-23 22:25:35,239 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 14/148 +[2025-02-23 22:25:35,277 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 15/148 +[2025-02-23 22:25:35,313 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 16/148 +[2025-02-23 22:25:35,349 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 17/148 +[2025-02-23 22:25:35,386 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:25:39,278 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 121/148 +[2025-02-23 22:25:39,315 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 122/148 +[2025-02-23 22:25:39,352 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 123/148 +[2025-02-23 22:25:39,390 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 124/148 +[2025-02-23 22:25:39,427 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 125/148 +[2025-02-23 22:25:39,464 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 126/148 +[2025-02-23 22:25:39,501 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 127/148 +[2025-02-23 22:25:39,537 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 128/148 +[2025-02-23 22:25:39,573 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 129/148 +[2025-02-23 22:25:39,614 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 130/148 +[2025-02-23 22:25:39,656 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 131/148 +[2025-02-23 22:25:39,697 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 132/148 +[2025-02-23 22:25:39,742 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 133/148 +[2025-02-23 22:25:39,788 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 134/148 +[2025-02-23 22:25:39,833 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 135/148 +[2025-02-23 22:25:39,877 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 136/148 +[2025-02-23 22:25:39,921 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 137/148 +[2025-02-23 22:25:39,957 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 138/148 +[2025-02-23 22:25:39,992 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 139/148 +[2025-02-23 22:25:40,028 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 140/148 +[2025-02-23 22:25:40,063 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 141/148 +[2025-02-23 22:25:40,098 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 142/148 +[2025-02-23 22:25:40,133 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 143/148 +[2025-02-23 22:25:40,170 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 144/148 +[2025-02-23 22:25:40,207 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 145/148 +[2025-02-23 22:25:40,242 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 146/148 +[2025-02-23 22:25:40,278 INFO test.py line 201 2996285] Test: 67/78-scene0568_01, Batch: 147/148 +[2025-02-23 22:25:40,534 INFO test.py line 289 2996285] Test: scene0568_01 [67/78]-239388 Batch 5.871 (4.257) Accuracy 0.9795 (0.8117) mIoU 0.8528 (0.7477) +[2025-02-23 22:25:40,562 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 0/130 +[2025-02-23 22:25:40,588 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 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Test: 68/78-scene0426_02, Batch: 22/130 +[2025-02-23 22:25:41,171 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 23/130 +[2025-02-23 22:25:41,197 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 24/130 +[2025-02-23 22:25:41,224 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 25/130 +[2025-02-23 22:25:41,249 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 26/130 +[2025-02-23 22:25:41,276 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 27/130 +[2025-02-23 22:25:41,302 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 28/130 +[2025-02-23 22:25:41,329 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 29/130 +[2025-02-23 22:25:41,354 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 30/130 +[2025-02-23 22:25:41,381 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 31/130 +[2025-02-23 22:25:41,406 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, 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Batch: 114/130 +[2025-02-23 22:25:43,849 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 115/130 +[2025-02-23 22:25:43,880 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 116/130 +[2025-02-23 22:25:43,907 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 117/130 +[2025-02-23 22:25:43,935 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 118/130 +[2025-02-23 22:25:43,962 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 119/130 +[2025-02-23 22:25:43,989 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 120/130 +[2025-02-23 22:25:44,029 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 121/130 +[2025-02-23 22:25:44,076 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 122/130 +[2025-02-23 22:25:44,118 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 123/130 +[2025-02-23 22:25:44,162 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 124/130 +[2025-02-23 22:25:44,197 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 125/130 +[2025-02-23 22:25:44,223 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 126/130 +[2025-02-23 22:25:44,249 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 127/130 +[2025-02-23 22:25:44,275 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 128/130 +[2025-02-23 22:25:44,301 INFO test.py line 201 2996285] Test: 68/78-scene0426_02, Batch: 129/130 +[2025-02-23 22:25:44,438 INFO test.py line 289 2996285] Test: scene0426_02 [68/78]-125149 Batch 3.903 (4.252) Accuracy 0.9012 (0.8112) mIoU 0.4617 (0.7474) +[2025-02-23 22:25:44,465 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 0/122 +[2025-02-23 22:25:44,490 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 1/122 +[2025-02-23 22:25:44,516 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 2/122 +[2025-02-23 22:25:44,537 INFO test.py line 201 2996285] Test: 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2996285] Test: 69/78-scene0355_01, Batch: 116/122 +[2025-02-23 22:25:47,383 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 117/122 +[2025-02-23 22:25:47,406 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 118/122 +[2025-02-23 22:25:47,430 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 119/122 +[2025-02-23 22:25:47,453 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 120/122 +[2025-02-23 22:25:47,482 INFO test.py line 201 2996285] Test: 69/78-scene0355_01, Batch: 121/122 +[2025-02-23 22:25:47,557 INFO test.py line 289 2996285] Test: scene0355_01 [69/78]-67623 Batch 3.119 (4.235) Accuracy 0.9566 (0.8113) mIoU 0.6249 (0.7473) +[2025-02-23 22:25:47,588 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 0/142 +[2025-02-23 22:25:47,612 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 1/142 +[2025-02-23 22:25:47,635 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 2/142 +[2025-02-23 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+[2025-02-23 22:25:51,362 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 126/142 +[2025-02-23 22:25:51,385 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 127/142 +[2025-02-23 22:25:51,408 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 128/142 +[2025-02-23 22:25:51,429 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 129/142 +[2025-02-23 22:25:51,451 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 130/142 +[2025-02-23 22:25:51,473 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 131/142 +[2025-02-23 22:25:51,504 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 132/142 +[2025-02-23 22:25:51,530 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 133/142 +[2025-02-23 22:25:51,563 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 134/142 +[2025-02-23 22:25:51,596 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 135/142 +[2025-02-23 22:25:51,632 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 136/142 +[2025-02-23 22:25:51,671 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 137/142 +[2025-02-23 22:25:51,703 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 138/142 +[2025-02-23 22:25:51,726 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 139/142 +[2025-02-23 22:25:51,748 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 140/142 +[2025-02-23 22:25:51,772 INFO test.py line 201 2996285] Test: 70/78-scene0607_01, Batch: 141/142 +[2025-02-23 22:25:51,854 INFO test.py line 289 2996285] Test: scene0607_01 [70/78]-78387 Batch 4.296 (4.236) Accuracy 0.9113 (0.8106) mIoU 0.7111 (0.7466) +[2025-02-23 22:25:51,895 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 0/130 +[2025-02-23 22:25:51,929 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 1/130 +[2025-02-23 22:25:51,962 INFO test.py line 201 2996285] Test: 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line 201 2996285] Test: 71/78-scene0203_01, Batch: 105/130 +[2025-02-23 22:25:55,685 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 106/130 +[2025-02-23 22:25:55,719 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 107/130 +[2025-02-23 22:25:55,754 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 108/130 +[2025-02-23 22:25:55,788 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 109/130 +[2025-02-23 22:25:55,823 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 110/130 +[2025-02-23 22:25:55,859 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 111/130 +[2025-02-23 22:25:55,896 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 112/130 +[2025-02-23 22:25:55,930 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 113/130 +[2025-02-23 22:25:55,964 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 114/130 +[2025-02-23 22:25:56,000 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 115/130 +[2025-02-23 22:25:56,035 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 116/130 +[2025-02-23 22:25:56,069 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 117/130 +[2025-02-23 22:25:56,103 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 118/130 +[2025-02-23 22:25:56,137 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 119/130 +[2025-02-23 22:25:56,170 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 120/130 +[2025-02-23 22:25:56,204 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 121/130 +[2025-02-23 22:25:56,238 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 122/130 +[2025-02-23 22:25:56,273 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 123/130 +[2025-02-23 22:25:56,305 INFO test.py line 201 2996285] Test: 71/78-scene0203_01, Batch: 124/130 +[2025-02-23 22:25:56,341 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:25:59,355 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 117/136 +[2025-02-23 22:25:59,378 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 118/136 +[2025-02-23 22:25:59,400 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 119/136 +[2025-02-23 22:25:59,423 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 120/136 +[2025-02-23 22:25:59,445 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 121/136 +[2025-02-23 22:25:59,468 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 122/136 +[2025-02-23 22:25:59,490 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 123/136 +[2025-02-23 22:25:59,511 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 124/136 +[2025-02-23 22:25:59,532 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 125/136 +[2025-02-23 22:25:59,552 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 126/136 +[2025-02-23 22:25:59,572 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 127/136 +[2025-02-23 22:25:59,593 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 128/136 +[2025-02-23 22:25:59,614 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 129/136 +[2025-02-23 22:25:59,634 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 130/136 +[2025-02-23 22:25:59,655 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 131/136 +[2025-02-23 22:25:59,676 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 132/136 +[2025-02-23 22:25:59,699 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 133/136 +[2025-02-23 22:25:59,720 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 134/136 +[2025-02-23 22:25:59,741 INFO test.py line 201 2996285] Test: 72/78-scene0684_01, Batch: 135/136 +[2025-02-23 22:25:59,793 INFO test.py line 289 2996285] Test: scene0684_01 [72/78]-39474 Batch 3.084 (4.229) Accuracy 0.9814 (0.8092) mIoU 0.7663 (0.7454) +[2025-02-23 22:25:59,822 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 0/117 +[2025-02-23 22:25:59,846 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 1/117 +[2025-02-23 22:25:59,872 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 2/117 +[2025-02-23 22:25:59,895 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 3/117 +[2025-02-23 22:25:59,918 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 4/117 +[2025-02-23 22:25:59,941 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 5/117 +[2025-02-23 22:25:59,964 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 6/117 +[2025-02-23 22:25:59,986 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 7/117 +[2025-02-23 22:26:00,011 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 8/117 +[2025-02-23 22:26:00,034 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 9/117 +[2025-02-23 22:26:00,056 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 10/117 +[2025-02-23 22:26:00,079 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 11/117 +[2025-02-23 22:26:00,107 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 12/117 +[2025-02-23 22:26:00,141 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 13/117 +[2025-02-23 22:26:00,177 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 14/117 +[2025-02-23 22:26:00,217 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 15/117 +[2025-02-23 22:26:00,254 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 16/117 +[2025-02-23 22:26:00,296 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 17/117 +[2025-02-23 22:26:00,326 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 18/117 +[2025-02-23 22:26:00,358 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 19/117 +[2025-02-23 22:26:00,396 INFO 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line 201 2996285] Test: 73/78-scene0686_02, Batch: 102/117 +[2025-02-23 22:26:02,699 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 103/117 +[2025-02-23 22:26:02,723 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 104/117 +[2025-02-23 22:26:02,746 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 105/117 +[2025-02-23 22:26:02,769 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 106/117 +[2025-02-23 22:26:02,791 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 107/117 +[2025-02-23 22:26:02,813 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 108/117 +[2025-02-23 22:26:02,835 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 109/117 +[2025-02-23 22:26:02,857 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 110/117 +[2025-02-23 22:26:02,879 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 111/117 +[2025-02-23 22:26:02,901 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 112/117 +[2025-02-23 22:26:02,923 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 113/117 +[2025-02-23 22:26:02,945 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 114/117 +[2025-02-23 22:26:02,967 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 115/117 +[2025-02-23 22:26:02,989 INFO test.py line 201 2996285] Test: 73/78-scene0686_02, Batch: 116/117 +[2025-02-23 22:26:03,078 INFO test.py line 289 2996285] Test: scene0686_02 [73/78]-84543 Batch 3.285 (4.216) Accuracy 0.9700 (0.8095) mIoU 0.7943 (0.7458) +[2025-02-23 22:26:03,113 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 0/147 +[2025-02-23 22:26:03,142 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 1/147 +[2025-02-23 22:26:03,171 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 2/147 +[2025-02-23 22:26:03,200 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 3/147 +[2025-02-23 22:26:03,229 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 4/147 +[2025-02-23 22:26:03,270 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 5/147 +[2025-02-23 22:26:03,299 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 6/147 +[2025-02-23 22:26:03,329 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 7/147 +[2025-02-23 22:26:03,359 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 8/147 +[2025-02-23 22:26:03,389 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 9/147 +[2025-02-23 22:26:03,418 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 10/147 +[2025-02-23 22:26:03,445 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 11/147 +[2025-02-23 22:26:03,475 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 12/147 +[2025-02-23 22:26:03,504 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 13/147 +[2025-02-23 22:26:03,533 INFO test.py line 201 2996285] Test: 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+[2025-02-23 22:26:06,943 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 117/147 +[2025-02-23 22:26:06,973 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 118/147 +[2025-02-23 22:26:07,004 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 119/147 +[2025-02-23 22:26:07,034 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 120/147 +[2025-02-23 22:26:07,064 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 121/147 +[2025-02-23 22:26:07,095 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 122/147 +[2025-02-23 22:26:07,126 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 123/147 +[2025-02-23 22:26:07,156 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 124/147 +[2025-02-23 22:26:07,186 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 125/147 +[2025-02-23 22:26:07,217 INFO test.py line 201 2996285] Test: 74/78-scene0697_02, Batch: 126/147 +[2025-02-23 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2996285] Test: scene0697_02 [74/78]-166855 Batch 4.959 (4.226) Accuracy 0.7684 (0.8079) mIoU 0.3507 (0.7439) +[2025-02-23 22:26:08,071 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 0/130 +[2025-02-23 22:26:08,101 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 1/130 +[2025-02-23 22:26:08,131 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 2/130 +[2025-02-23 22:26:08,162 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 3/130 +[2025-02-23 22:26:08,192 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 4/130 +[2025-02-23 22:26:08,222 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 5/130 +[2025-02-23 22:26:08,252 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 6/130 +[2025-02-23 22:26:08,282 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 7/130 +[2025-02-23 22:26:08,312 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 8/130 +[2025-02-23 22:26:08,341 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 9/130 +[2025-02-23 22:26:08,381 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 10/130 +[2025-02-23 22:26:08,422 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 11/130 +[2025-02-23 22:26:08,465 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 12/130 +[2025-02-23 22:26:08,495 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 13/130 +[2025-02-23 22:26:08,531 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 14/130 +[2025-02-23 22:26:08,561 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 15/130 +[2025-02-23 22:26:08,591 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 16/130 +[2025-02-23 22:26:08,620 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 17/130 +[2025-02-23 22:26:08,650 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 18/130 +[2025-02-23 22:26:08,680 INFO test.py line 201 2996285] 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+[2025-02-23 22:26:11,956 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 122/130 +[2025-02-23 22:26:11,999 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 123/130 +[2025-02-23 22:26:12,046 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 124/130 +[2025-02-23 22:26:12,092 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 125/130 +[2025-02-23 22:26:12,143 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 126/130 +[2025-02-23 22:26:12,192 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 127/130 +[2025-02-23 22:26:12,231 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 128/130 +[2025-02-23 22:26:12,274 INFO test.py line 201 2996285] Test: 75/78-scene0081_01, Batch: 129/130 +[2025-02-23 22:26:12,506 INFO test.py line 289 2996285] Test: scene0081_01 [75/78]-179955 Batch 4.468 (4.229) Accuracy 0.9346 (0.8074) mIoU 0.2945 (0.7430) +[2025-02-23 22:26:12,554 INFO test.py line 201 2996285] 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line 201 2996285] Test: 76/78-scene0689_00, Batch: 103/143 +[2025-02-23 22:26:15,352 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 104/143 +[2025-02-23 22:26:15,377 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 105/143 +[2025-02-23 22:26:15,402 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 106/143 +[2025-02-23 22:26:15,426 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 107/143 +[2025-02-23 22:26:15,452 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 108/143 +[2025-02-23 22:26:15,478 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 109/143 +[2025-02-23 22:26:15,503 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 110/143 +[2025-02-23 22:26:15,528 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 111/143 +[2025-02-23 22:26:15,553 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 112/143 +[2025-02-23 22:26:15,579 INFO test.py line 201 2996285] 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Batch: 133/143 +[2025-02-23 22:26:16,136 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 134/143 +[2025-02-23 22:26:16,166 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 135/143 +[2025-02-23 22:26:16,190 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 136/143 +[2025-02-23 22:26:16,217 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 137/143 +[2025-02-23 22:26:16,241 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 138/143 +[2025-02-23 22:26:16,265 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 139/143 +[2025-02-23 22:26:16,290 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 140/143 +[2025-02-23 22:26:16,314 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 141/143 +[2025-02-23 22:26:16,339 INFO test.py line 201 2996285] Test: 76/78-scene0689_00, Batch: 142/143 +[2025-02-23 22:26:16,476 INFO test.py line 289 2996285] Test: scene0689_00 [76/78]-122129 Batch 3.970 (4.226) Accuracy 0.8720 (0.8068) mIoU 0.7216 (0.7427) +[2025-02-23 22:26:16,515 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 0/130 +[2025-02-23 22:26:16,548 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 1/130 +[2025-02-23 22:26:16,582 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 2/130 +[2025-02-23 22:26:16,614 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 3/130 +[2025-02-23 22:26:16,646 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 4/130 +[2025-02-23 22:26:16,679 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 5/130 +[2025-02-23 22:26:16,710 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 6/130 +[2025-02-23 22:26:16,743 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 7/130 +[2025-02-23 22:26:16,775 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 8/130 +[2025-02-23 22:26:16,806 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, 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2996285] Test: 77/78-scene0095_01, Batch: 122/130 +[2025-02-23 22:26:20,574 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 123/130 +[2025-02-23 22:26:20,603 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 124/130 +[2025-02-23 22:26:20,633 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 125/130 +[2025-02-23 22:26:20,663 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 126/130 +[2025-02-23 22:26:20,692 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 127/130 +[2025-02-23 22:26:20,721 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 128/130 +[2025-02-23 22:26:20,751 INFO test.py line 201 2996285] Test: 77/78-scene0095_01, Batch: 129/130 +[2025-02-23 22:26:20,924 INFO test.py line 289 2996285] Test: scene0095_01 [77/78]-216254 Batch 4.448 (4.229) Accuracy 0.9902 (0.8075) mIoU 0.9390 (0.7437) +[2025-02-23 22:26:20,949 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 0/147 +[2025-02-23 22:26:20,972 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 1/147 +[2025-02-23 22:26:20,996 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 2/147 +[2025-02-23 22:26:21,019 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 3/147 +[2025-02-23 22:26:21,042 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 4/147 +[2025-02-23 22:26:21,064 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 5/147 +[2025-02-23 22:26:21,086 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 6/147 +[2025-02-23 22:26:21,109 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 7/147 +[2025-02-23 22:26:21,131 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 8/147 +[2025-02-23 22:26:21,154 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 9/147 +[2025-02-23 22:26:21,177 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 10/147 +[2025-02-23 22:26:21,199 INFO test.py 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+[2025-02-23 22:26:23,838 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 124/147 +[2025-02-23 22:26:23,863 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 125/147 +[2025-02-23 22:26:23,886 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 126/147 +[2025-02-23 22:26:23,910 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 127/147 +[2025-02-23 22:26:23,933 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 128/147 +[2025-02-23 22:26:23,956 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 129/147 +[2025-02-23 22:26:23,979 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 130/147 +[2025-02-23 22:26:24,003 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 131/147 +[2025-02-23 22:26:24,027 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 132/147 +[2025-02-23 22:26:24,050 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 133/147 +[2025-02-23 22:26:24,074 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 134/147 +[2025-02-23 22:26:24,097 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 135/147 +[2025-02-23 22:26:24,120 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 136/147 +[2025-02-23 22:26:24,143 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 137/147 +[2025-02-23 22:26:24,166 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 138/147 +[2025-02-23 22:26:24,188 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 139/147 +[2025-02-23 22:26:24,210 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 140/147 +[2025-02-23 22:26:24,233 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 141/147 +[2025-02-23 22:26:24,256 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 142/147 +[2025-02-23 22:26:24,279 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 143/147 +[2025-02-23 22:26:24,301 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 144/147 +[2025-02-23 22:26:24,324 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 145/147 +[2025-02-23 22:26:24,346 INFO test.py line 201 2996285] Test: 78/78-scene0187_01, Batch: 146/147 +[2025-02-23 22:26:24,461 INFO test.py line 289 2996285] Test: scene0187_01 [78/78]-144163 Batch 3.537 (4.220) Accuracy 0.9483 (0.8072) mIoU 0.5290 (0.7427) +[2025-02-23 22:26:25,327 INFO test.py line 306 2996285] Syncing ... +[2025-02-23 22:26:53,377 INFO test.py line 334 2996285] Val result: mIoU/mAcc/allAcc 0.7600/0.8357/0.9134 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_0 - wall Result: iou/accuracy 0.8659/0.9560 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_1 - floor Result: iou/accuracy 0.9575/0.9823 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_2 - cabinet Result: iou/accuracy 0.7222/0.8411 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_3 - bed Result: iou/accuracy 0.8300/0.8776 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_4 - chair Result: iou/accuracy 0.9176/0.9576 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_5 - sofa Result: iou/accuracy 0.8407/0.9342 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_6 - table Result: iou/accuracy 0.7644/0.8523 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_7 - door Result: iou/accuracy 0.7092/0.7980 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_8 - window Result: iou/accuracy 0.6731/0.7976 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_9 - bookshelf Result: iou/accuracy 0.8202/0.9124 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_10 - picture Result: iou/accuracy 0.3715/0.4667 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_11 - counter Result: iou/accuracy 0.7061/0.8057 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_12 - desk Result: iou/accuracy 0.6955/0.8491 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_13 - curtain Result: iou/accuracy 0.7801/0.8521 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_14 - refridgerator Result: iou/accuracy 0.6500/0.6827 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_15 - shower curtain Result: iou/accuracy 0.7383/0.7832 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_16 - toilet Result: iou/accuracy 0.9487/0.9779 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_17 - sink Result: iou/accuracy 0.7092/0.8034 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_18 - bathtub Result: iou/accuracy 0.8820/0.9136 +[2025-02-23 22:26:53,378 INFO test.py line 340 2996285] Class_19 - otherfurniture Result: iou/accuracy 0.6174/0.6710 +[2025-02-23 22:26:53,378 INFO test.py line 348 2996285] <<<<<<<<<<<<<<<<< End Evaluation <<<<<<<<<<<<<<<<<